From 1adf29a3f6232a53f20121872ab92d80209a532e Mon Sep 17 00:00:00 2001 From: zhh Date: Fri, 24 Oct 2025 10:37:19 +0800 Subject: [PATCH] push gitignore --- .env_local | 2 + .gitignore | 4 +- Dockerfile | 47 + app/client.py | 7 + app/core/chatbot_agent.py | 36 +- app/core/chatbot_agent_stream.py | 163 +++ app/core/config.py | 28 +- app/core/llm_interface.py | 7 +- app/core/llm_interface_stream.py | 61 + app/core/redis_manager.py | 27 +- app/core/stylist_agent.py | 20 +- app/core/stylist_agent_server.py | 436 ++++++++ app/core/utils.py | 87 +- app/core/utils_litserve.py | 163 +++ app/core/vector_database.py | 21 +- app/logs/debug.log | 1230 +++++++++++++++++++++ app/logs/error.log | 124 +++ app/logs/info.log | 1230 +++++++++++++++++++++ app/main.py | 26 + app/server/ChatbotAgent/agent_server.py | 129 +++ app/server/ChatbotAgent/chatbot_server.py | 188 ++++ app/server/utils/minio_client.py | 125 +++ app/server/utils/minio_config.py | 6 + app/server/utils/request_post.py | 57 + app/test/google_oss.py | 116 ++ client.py | 7 + docker-compose.yml | 13 + get_token.py | 10 + logging_env.py | 50 + logs/debug.log | 554 ++++++++++ logs/error.log | 395 +++++++ logs/info.log | 554 ++++++++++ new_.json | 13 + request.json | 13 + requirements.txt | 238 +--- requirements_all.txt | 236 ++++ 36 files changed, 6089 insertions(+), 334 deletions(-) create mode 100644 .env_local create mode 100644 Dockerfile create mode 100644 app/client.py create mode 100644 app/core/chatbot_agent_stream.py create mode 100644 app/core/llm_interface_stream.py create mode 100644 app/core/stylist_agent_server.py create mode 100644 app/core/utils_litserve.py create mode 100644 app/logs/debug.log create mode 100644 app/logs/error.log create mode 100644 app/logs/info.log create mode 100644 app/main.py create mode 100644 app/server/ChatbotAgent/agent_server.py create mode 100644 app/server/ChatbotAgent/chatbot_server.py create mode 100644 app/server/utils/minio_client.py create mode 100644 app/server/utils/minio_config.py create mode 100644 app/server/utils/request_post.py create mode 100644 app/test/google_oss.py create mode 100644 client.py create mode 100644 docker-compose.yml create mode 100644 get_token.py create mode 100644 logging_env.py create mode 100644 logs/debug.log create mode 100644 logs/error.log create mode 100644 logs/info.log create mode 100644 new_.json create mode 100644 request.json create mode 100644 requirements_all.txt diff --git a/.env_local b/.env_local new file mode 100644 index 0000000..ec2ced2 --- /dev/null +++ b/.env_local @@ -0,0 +1,2 @@ +GEMINI_API_KEY=AIzaSyAO4zXFke1bqyrXd9-RGfKJTLerwLSFKww +GOOGLE_APPLICATION_CREDENTIALS="/workspace/lc_stylist_agent/request.json" \ No newline at end of file diff --git a/.gitignore b/.gitignore index 39c262a..8473f44 100644 --- a/.gitignore +++ b/.gitignore @@ -1,4 +1,6 @@ .env .vscode/ app/core/__pycache__/ -app/core/data/ \ No newline at end of file +app/core/data/ +.idea/ +*.sqlite3 \ No newline at end of file diff --git a/Dockerfile b/Dockerfile new file mode 100644 index 0000000..091b5ae --- /dev/null +++ b/Dockerfile @@ -0,0 +1,47 @@ +# Change CUDA and cuDNN version here +FROM nvidia/cuda:12.4.1-base-ubuntu22.04 +ARG PYTHON_VERSION=3.10 + +ENV DEBIAN_FRONTEND=noninteractive +RUN apt-get update && apt-get install -y --no-install-recommends \ + software-properties-common \ + wget \ + && add-apt-repository ppa:deadsnakes/ppa \ + && apt-get update && apt-get install -y --no-install-recommends \ + python$PYTHON_VERSION \ + python$PYTHON_VERSION-dev \ + python$PYTHON_VERSION-venv \ + && wget https://bootstrap.pypa.io/get-pip.py -O get-pip.py \ + && python$PYTHON_VERSION get-pip.py \ + && rm get-pip.py \ + && ln -sf /usr/bin/python$PYTHON_VERSION /usr/bin/python \ + && ln -sf /usr/local/bin/pip$PYTHON_VERSION /usr/local/bin/pip \ + && python --version \ + && pip --version \ + && apt-get purge -y --auto-remove software-properties-common \ + && apt-get clean \ + && rm -rf /var/lib/apt/lists/* + +####### Add your own installation commands here ####### +# RUN pip install some-package +# RUN wget https://path/to/some/data/or/weights +# RUN apt-get update && apt-get install -y +RUN apt-get update && \ + apt-get install -y libcurl4-openssl-dev build-essential + +RUN apt-get update +RUN apt-get -y install libgl1 +RUN apt-get -y install libglib2.0-0 + + +WORKDIR /app +COPY . /app + +# Install litserve and requirements +RUN pip install --upgrade pip setuptools wheel +RUN pip install --no-cache-dir litserve==0.2.16 -r requirements.txt +RUN pip install torch torchvision + +EXPOSE 8000 +CMD ["python", "-m","app.main"] +#CMD ["tail", "-f","/dev/null"] diff --git a/app/client.py b/app/client.py new file mode 100644 index 0000000..5edcbe9 --- /dev/null +++ b/app/client.py @@ -0,0 +1,7 @@ +# This file is auto-generated by LitServe. +# Disable auto-generation by setting `generate_client_file=False` in `LitServer.run()`. + +import requests + +response = requests.post("http://127.0.0.1:8000/predict", json={"input": 4.0}) +print(f"Status: {response.status_code}\nResponse:\n {response.text}") diff --git a/app/core/chatbot_agent.py b/app/core/chatbot_agent.py index dc41cdf..63af21d 100644 --- a/app/core/chatbot_agent.py +++ b/app/core/chatbot_agent.py @@ -1,14 +1,16 @@ +import time from typing import Dict, List import asyncio from app.core.data_structure import Message, Role from app.core.llm_interface import AsyncLLMInterface, AsyncGeminiLLM -from app.core.redis_manager import RedisManager +from app.core.redis_manager import RedisManager from app.core.system_prompt import BASIC_PROMPT, SUMMARY_PROMPT from app.core.stylist_agent import AsyncStylistAgent from app.core.vector_database import VectorDatabase from app.core.config import settings + class ChatbotAgent: def __init__(self, llm_model: AsyncLLMInterface = None): self.llm = llm_model if llm_model else AsyncGeminiLLM(model_name=settings.LLM_MODEL_NAME) @@ -27,7 +29,7 @@ class ChatbotAgent: 'local_db': self.vector_db, 'max_len': 5, 'outfits_root': settings.OUTFIT_OUTPUT_DIR, - 'image_dir': settings.IMAGE_DIR, + 'image_dir': settings.IMAGE_DIR, 'stylist_guide_dir': settings.STYLIST_GUIDE_DIR, 'gemini_model_name': settings.LLM_MODEL_NAME } @@ -54,7 +56,7 @@ class ChatbotAgent: assistant_msg = Message(role=Role.ASSISTANT, content=response_text) else: assistant_msg = Message(role=Role.ASSISTANT, content="No response generated. Try again later.") - + self.redis.save_message(user_id, user_msg) self.redis.save_message(user_id, assistant_msg) @@ -68,12 +70,12 @@ class ChatbotAgent: """ history_messages = self.redis.get_history(user_id) input_message = "\n".join([f"{msg.role.value}: {msg.content}" for msg in history_messages]) - + # 临时调用 LLM 或使用本地逻辑生成总结 summary = await self.llm.generate_response(history=[Message(role=Role.USER, content=input_message)], system_prompt=SUMMARY_PROMPT) - + return summary - + async def recommend_outfit(self, request_summary: str, stylist_name: str, start_outfit: List[Dict[str, str]] = [], num_outfits: int = 1): """ 基于用户的对话历史和需求，推荐一套搭配。 @@ -111,25 +113,27 @@ class ChatbotAgent: print(f"An unexpected error occurred during concurrent recommendation: {e}") return {"error": str(e)} - if __name__ == "__main__": - async def test(): + async def run(): + start_time = time.time() agent = ChatbotAgent() - user_id = "user123" - agent.redis.clear_history(user_id) # 清除历史，便于测试 - print(await agent.process_query(user_id, "I want a chic outfit for a summer party.")) - print(await agent.process_query(user_id, "I prefer something floral and light.")) + user_id = "string" + # agent.redis.clear_history(user_id) # 清除历史，便于测试 + # print(await agent.process_query(user_id, "I want a chic outfit for a summer party.")) + # print(await agent.process_query(user_id, "I prefer something floral and light.")) request_summary = await agent.get_conversation_summary(user_id) print(f"Conversation Summary:\n{request_summary}") - recommendation_results = await agent.recommend_outfit(request_summary, stylist_name="crystal", start_outfit=[], num_outfits=2) + recommendation_results = await agent.recommend_outfit(request_summary, stylist_name="crystal", start_outfit=[], num_outfits=4) print("\n--- Final Recommendation Results ---") for i, path in enumerate(recommendation_results.get("successful_outfits", [])): - print(f"✅ Outfit {i+1} saved to: {path}") - + print(f"✅ Outfit {i + 1} saved to: {path}") + for error in recommendation_results.get("failed_outfits", []): print(f"❌ {error}") + print(time.time() - start_time) - asyncio.run(test()) \ No newline at end of file + + asyncio.run(run()) diff --git a/app/core/chatbot_agent_stream.py b/app/core/chatbot_agent_stream.py new file mode 100644 index 0000000..d68b8d9 --- /dev/null +++ b/app/core/chatbot_agent_stream.py @@ -0,0 +1,163 @@ +from google.genai import types +from typing import Dict, List +import asyncio + +from google import genai + +from app.core import system_prompt +from app.core.data_structure import Message, Role +from app.core.llm_interface_stream import AsyncLLMInterface, AsyncGeminiLLM +from app.core.redis_manager import RedisManager +from app.core.system_prompt import BASIC_PROMPT, SUMMARY_PROMPT +from app.core.stylist_agent import AsyncStylistAgent +from app.core.vector_database import VectorDatabase +from app.core.config import settings + + +class ChatbotAgent: + def __init__(self, llm_model: AsyncLLMInterface = None): + self.llm = llm_model if llm_model else AsyncGeminiLLM(model_name=settings.LLM_MODEL_NAME) + self.redis = RedisManager( + host=settings.REDIS_HOST, + port=settings.REDIS_PORT, + db=settings.REDIS_DB, + key_prefix=settings.REDIS_HISTORY_KEY_PREFIX + ) + self.vector_db = VectorDatabase( + vector_db_dir=settings.VECTOR_DB_DIR, + collection_name=settings.COLLECTION_NAME, + embedding_model_name=settings.EMBEDDING_MODEL_NAME + ) + self.stylist_agent_kwages = { + 'local_db': self.vector_db, + 'max_len': 5, + 'outfits_root': settings.OUTFIT_OUTPUT_DIR, + 'image_dir': settings.IMAGE_DIR, + 'stylist_guide_dir': settings.STYLIST_GUIDE_DIR, + 'gemini_model_name': settings.LLM_MODEL_NAME + } + self.gemini_client = genai.Client( + vertexai=True, project='aida-461108', location='us-central1' + ) + + async def process_query(self, user_id: str, user_message: str) -> str: + """ + 处理用户的最新输入，调用 LLM, 并更新历史记录。 + """ + + # 添加用户消息到历史 + user_msg = Message(role=Role.USER, content=user_message) + chat_history = self.redis.get_history(user_id) + chat_history.append(user_msg) + + contents = [] + + for msg in chat_history: + gemini_role = "user" if msg.role == Role.USER else "model" + content = types.Content( + role=gemini_role, + parts=[types.Part.from_text(text=msg.content)] + ) + contents.append(content) + + response_parts = [] + response_stream = await self.gemini_client.aio.models.generate_content_stream( + model='gemini-2.5-flash', + contents=contents, + config=types.GenerateContentConfig( + system_instruction=BASIC_PROMPT, + # temperature=0.3, + ) + ) + async for chunk in response_stream: + # 您可以在这里处理每一个文本块，例如发送给前端 + print(chunk.text, end="", flush=True) + response_parts.append(chunk.text) + # 3. 将所有文本块合并成最终的字符串 + response_text = "".join(response_parts) + + # 添加助手消息到历史 + if response_text: + assistant_msg = Message(role=Role.ASSISTANT, content=response_text) + else: + assistant_msg = Message(role=Role.ASSISTANT, content="No response generated. Try again later.") + + self.redis.save_message(user_id, user_msg) + self.redis.save_message(user_id, assistant_msg) + + return response_text + + async def get_conversation_summary(self, user_id: str) -> str: + """ + 分析用户的完整会话历史，并打包成一个简洁的需求总结。 + + 这个总结可以直接作为输入 Prompt 传递给 Stylist Agent。` + """ + history_messages = self.redis.get_history(user_id) + input_message = "\n".join([f"{msg.role.value}: {msg.content}" for msg in history_messages]) + + # 临时调用 LLM 或使用本地逻辑生成总结 + summary = await self.llm.generate_response(history=[Message(role=Role.USER, content=input_message)], system_prompt=SUMMARY_PROMPT) + + return summary + + async def recommend_outfit(self, request_summary: str, stylist_name: str, start_outfit: List[Dict[str, str]] = [], num_outfits: int = 1): + """ + 基于用户的对话历史和需求，推荐一套搭配。 + + Args: + request_summary: 用户的request + start_outfit: 可选的初始搭配列表，每个元素包含 'item_id' 和 'category'。 + """ + tasks = [] + for _ in range(num_outfits): + agent = AsyncStylistAgent(**self.stylist_agent_kwages) + task = agent.run_styling_process(request_summary, stylist_name, start_outfit) + tasks.append(task) + print(f"--- Starting {num_outfits} concurrent outfit generation tasks. ---") + + try: + results = await asyncio.gather(*tasks, return_exceptions=True) + + successful_outfits = [] + failed_outfits = [] + for result in results: + if isinstance(result, Exception): + # 任务执行中发生异常 + failed_outfits.append(f"Failed: {result}") + else: + # 任务成功，result 是 run_styling_process 返回的图片路径 + successful_outfits.append(result) + + return { + "successful_outfits": successful_outfits, + "failed_outfits": failed_outfits + } + + except Exception as e: + print(f"An unexpected error occurred during concurrent recommendation: {e}") + return {"error": str(e)} + + +if __name__ == "__main__": + async def run(): + # 阶段一：用户对话 + agent = ChatbotAgent() + user_id = "string" + # agent.redis.clear_history(user_id) # 清除历史，便于测试 + # await agent.process_query(user_id, "I want a chic outfit for a summer party.") + # print(await agent.process_query(user_id, "I prefer something floral and light.")) + + # 阶段二：读取聊天记录，生成推荐搭配 + request_summary = await agent.get_conversation_summary(user_id) + print(f"Conversation Summary:\n{request_summary}") + + recommendation_results = await agent.recommend_outfit(request_summary, stylist_name="crystal", start_outfit=[], num_outfits=1) + + print("\n--- Final Recommendation Results ---") + for i, path in enumerate(recommendation_results.get("successful_outfits", [])): + print(f"✅ Outfit {i + 1} saved to: {path}") + + for error in recommendation_results.get("failed_outfits", []): + print(f"❌ {error}") + asyncio.run(run()) diff --git a/app/core/config.py b/app/core/config.py index 7e3d098..c5a3ea1 100644 --- a/app/core/config.py +++ b/app/core/config.py @@ -1,6 +1,7 @@ from pydantic_settings import BaseSettings, SettingsConfigDict from pydantic import Field + # ⚠️ 注意: 您需要安装 pydantic-settings: pip install pydantic-settings class Settings(BaseSettings): @@ -8,31 +9,32 @@ class Settings(BaseSettings): 应用配置类。Pydantic Settings 会自动从环境变量和 .env 文件中加载这些值。 """ model_config = SettingsConfigDict( - env_file='.env', - env_file_encoding='utf-8', - extra='ignore' # 忽略环境变量中多余的键 + env_file='.env', + env_file_encoding='utf-8', + extra='ignore' # 忽略环境变量中多余的键 ) # Redis 配置 - REDIS_HOST: str = Field(default='localhost', description="Redis服务器地址") + REDIS_HOST: str = Field(default='10.1.1.240', description="Redis服务器地址") REDIS_PORT: int = Field(default=6379, description="Redis服务器端口") - REDIS_DB: int = Field(default=0, description="Redis数据库编号") + REDIS_DB: int = Field(default=3, description="Redis数据库编号") REDIS_HISTORY_KEY_PREFIX: str = Field(default="chat:history:", description="Redis会话历史键的前缀") # LLM 配置 - GEMINI_API_KEY: str = Field(..., description="Google Gemini API 密钥。必须设置。") + # GEMINI_API_KEY: str = Field(..., description="Google Gemini API 密钥。必须设置。") LLM_MODEL_NAME: str = Field(default="gemini-2.5-flash", description="使用的 LLM 模型名称") - + # 路径配置参数 - DATA_ROOT: str = Field(default="./data", description="数据根目录") - IMAGE_DIR: str = Field(default="./data/image_data", description="图片数据目录") - OUTFIT_OUTPUT_DIR: str = Field(default="./data/outfit_output", description="生成的搭配图片输出目录") - STYLIST_GUIDE_DIR: str = Field(default="./data/stylist_guide", description="风格指南文本目录") - + DATA_ROOT: str = Field(default="/workspace/lc_stylist_agent/app/core/data", description="数据根目录") + IMAGE_DIR: str = Field(default="/workspace/lc_stylist_agent/app/core/data/image_data", description="图片数据目录") + OUTFIT_OUTPUT_DIR: str = Field(default="/workspace/lc_stylist_agent/app/core/data/outfit_output", description="生成的搭配图片输出目录") + STYLIST_GUIDE_DIR: str = Field(default="/workspace/lc_stylist_agent/app/core/data/stylist_guide", description="风格指南文本目录") + # 向量数据库配置参数 - VECTOR_DB_DIR: str = Field(default="./data/db", description="向量数据库目录") + VECTOR_DB_DIR: str = Field(default="./app/core/data/db", description="向量数据库目录") COLLECTION_NAME: str = Field(default="lc_clothing_embedding", description="向量数据库集合名称") EMBEDDING_MODEL_NAME: str = Field(default="openai/clip-vit-base-patch32", description="CLIP嵌入模型名称") + # 创建配置实例，供应用其他部分使用 settings = Settings() diff --git a/app/core/llm_interface.py b/app/core/llm_interface.py index 7a0a96c..1bd6d92 100644 --- a/app/core/llm_interface.py +++ b/app/core/llm_interface.py @@ -24,13 +24,15 @@ class AsyncGeminiLLM(AsyncLLMInterface): def __init__(self, model_name: str = "gemini-2.5-flash"): self.model_name = model_name try: - self.gemini_client = genai.Client() + self.gemini_client = genai.Client( + vertexai=True, project='aida-461108', location='us-central1' + ) except Exception as e: raise type(e)(f"Failed to initialize Gemini Client. Check if GEMINI_API_KEY is set. Original error: {e}") async def generate_response(self, history: List[Message], system_prompt: str) -> str: contents = [] - + for msg in history: gemini_role = "user" if msg.role == Role.USER else "model" content = types.Content( @@ -52,4 +54,3 @@ class AsyncGeminiLLM(AsyncLLMInterface): except Exception as e: raise type(e)(f"Gemini API call failed: {e}") - \ No newline at end of file diff --git a/app/core/llm_interface_stream.py b/app/core/llm_interface_stream.py new file mode 100644 index 0000000..6850fc8 --- /dev/null +++ b/app/core/llm_interface_stream.py @@ -0,0 +1,61 @@ +from abc import ABC, abstractmethod +from typing import List + +from google import genai +from google.genai import types + +from app.core.data_structure import Message, Role + + +class AsyncLLMInterface(ABC): + @abstractmethod + async def generate_response(self, history: List[Message], system_prompt: str) -> str: + """ + 根据对话历史和系统指令生成回复. + + Args: + history: 包含多条 Message 的列表。 + + Returns: + LLM 生成的回复字符串。 + """ + raise NotImplementedError("Subclasses must implement this method") + + +class AsyncGeminiLLM(AsyncLLMInterface): + def __init__(self, model_name: str = "gemini-2.5-flash"): + self.model_name = model_name + try: + self.gemini_client = genai.Client( + vertexai=True, project='aida-461108', location='us-central1' + ) + except Exception as e: + raise type(e)(f"Failed to initialize Gemini Client. Check if GEMINI_API_KEY is set. Original error: {e}") + + async def generate_response(self, history: List[Message], system_prompt: str): + contents = [] + + for msg in history: + gemini_role = "user" if msg.role == Role.USER else "model" + content = types.Content( + role=gemini_role, + parts=[types.Part.from_text(text=msg.content)] + ) + contents.append(content) + + return contents + # response_stream = await self.gemini_client.aio.models.generate_content_stream( + # model=self.model_name, + # contents=contents, + # config=types.GenerateContentConfig( + # system_instruction=system_prompt, + # # temperature=0.3, + # ) + # ) + # + # # 3. 异步迭代流，并 yield 每个块的文本 + # async for chunk in response_stream: + # # 确保 chunk 中有可用的文本 + # if chunk.text: + # print(chunk.text) + # yield chunk.text diff --git a/app/core/redis_manager.py b/app/core/redis_manager.py index c6c3768..23cb2c5 100644 --- a/app/core/redis_manager.py +++ b/app/core/redis_manager.py @@ -1,12 +1,17 @@ +import logging + import redis from typing import List, Optional from app.core.data_structure import Message, Role +logger = logging.getLogger(__name__) + + # 这是一个同步 Redis 客户端，用于演示如何替换内存存储。 # 在生产环境和异步 Web 框架中，应替换为 aioredis 等异步客户端。 class RedisManager: """同步管理器，用于在 Redis 中存储和检索对话历史。""" - + def __init__(self, host: str = 'localhost', port: int = 6379, db: int = 0, key_prefix: str = "chat:history:"): self.r: Optional[redis.Redis] = None self.key_prefix = key_prefix @@ -14,10 +19,10 @@ class RedisManager: # 尝试连接 Redis self.r = redis.Redis(host=host, port=port, db=db, decode_responses=True) self.r.ping() - print("Successfully connected to Redis at {}:{}".format(host, port)) + logger.info("Successfully connected to Redis at {}:{}".format(host, port)) except Exception as e: - print(f"⚠️ Failed to connect to Redis: {e}. Falling back to No-Op.") - self.r = None # 连接失败时设置为 None，避免后续操作报错 + logger.error(f"⚠️ Failed to connect to Redis: {e}. Falling back to No-Op.") + self.r = None # 连接失败时设置为 None，避免后续操作报错 def _get_key(self, user_id: str) -> str: """生成用户历史记录的 Redis 键名。""" @@ -32,32 +37,32 @@ class RedisManager: try: return Message.model_validate_json(data) except Exception as e: - print(f"Error deserializing message data: {data[:50]}... Error: {e}") + logger.error(f"Error deserializing message data: {data[:50]}... Error: {e}") return Message(role=Role.ASSISTANT, content="[Deserialization Error]") def save_message(self, user_id: str, message: Message): """将单条消息保存到用户历史记录列表的末尾。""" if not self.r: return - + message_json = self._message_to_json(message) # RPUSH：将元素添加到列表的尾部 self.r.rpush(self._get_key(user_id), message_json) - + def get_history(self, user_id: str) -> List[Message]: """检索用户的完整会话历史记录。""" if not self.r: return [] - + # LRANGE：获取列表的所有元素 (0 到 -1) raw_history = self.r.lrange(self._get_key(user_id), 0, -1) - + # 将 JSON 字符串列表转换为 Message 对象列表 messages = [self._json_to_message(data) for data in raw_history] return messages - + def clear_history(self, user_id: str): """删除用户的完整历史记录。""" if self.r: self.r.delete(self._get_key(user_id)) - print(f"History cleared for {user_id}") + logger.info(f"History cleared for {user_id}") diff --git a/app/core/stylist_agent.py b/app/core/stylist_agent.py index d61ced3..c02d25d 100644 --- a/app/core/stylist_agent.py +++ b/app/core/stylist_agent.py @@ -15,7 +15,9 @@ class AsyncStylistAgent: def __init__(self, local_db, max_len: int, outfits_root: str, image_dir: str, stylist_guide_dir: str, gemini_model_name: str): # self.outfit_items: List[Dict[str, str]] = [] self.outfit_id = str(uuid.uuid4()) - self.gemini_client = genai.Client() + self.gemini_client = genai.Client( + vertexai=True, project='aida-461108', location='us-central1' + ) self.local_db = local_db self.max_len = max_len self.output_outfit_path = os.path.join(outfits_root, f"{self.outfit_id}.jpg") @@ -108,15 +110,15 @@ class AsyncStylistAgent: 模型的响应文本（预期为 JSON 字符串）。 """ content_parts = [] - self._clear_uploaded_files() + # self._clear_uploaded_files() # 1. 添加图片内容 - if self.outfit_items: - merged_image_path = merge_images_to_square(self.outfit_items, max_len=self.max_len, output_path=self.output_outfit_path) - try: - myfile = await self.gemini_client.aio.files.upload(file=merged_image_path) - content_parts.append(myfile) - except Exception as e: - print(f"Error loading image {merged_image_path}: {e}") + # if self.outfit_items: + # merged_image_path = merge_images_to_square(self.outfit_items, max_len=self.max_len, output_path=self.output_outfit_path) + # try: + # myfile = await self.gemini_client.aio.files.upload(file=merged_image_path) + # content_parts.append(myfile) + # except Exception as e: + # print(f"Error loading image {merged_image_path}: {e}") # 2. 添加文本内容 content_parts.append(user_input) diff --git a/app/core/stylist_agent_server.py b/app/core/stylist_agent_server.py new file mode 100644 index 0000000..a45e5f0 --- /dev/null +++ b/app/core/stylist_agent_server.py @@ -0,0 +1,436 @@ +import asyncio +import io +import json +import logging +import os +import random +import uuid +from typing import List, Dict, Any, Optional + +from google import genai +from google.cloud import storage +from google.oauth2 import service_account + +from app.core.utils_litserve import merge_images_to_square +from app.server.utils.minio_client import minio_client, oss_upload_image +from app.server.utils.request_post import post_request + +logger = logging.getLogger(__name__) + + +class AsyncStylistAgent: + CATEGORY_SET = {'Activewear', 'Watches', 'Shopping Totes', 'Underwear', 'Sunglasses', 'Dresses', 'Outerwear', 'Handbags', 'Backpacks', 'Belts', 'Hats', 'Skirts', 'Swimwear', 'Jewelry', 'Briefcases', 'Socks', 'Neckties', 'Pants', 'Suits', 'Shoes', 'Shirts & Tops', 'Scarves & Shawls'} + + def __init__(self, local_db, max_len: int, gemini_model_name: str): + # self.outfit_items: List[Dict[str, str]] = [] + self.outfit_id = str(uuid.uuid4()) + self.gemini_client = genai.Client( + vertexai=True, project='aida-461108', location='us-central1' + ) + self.local_db = local_db + self.max_len = max_len + self.gemini_model_name = gemini_model_name + self.stop_reason = "" + + # 存储桶配置 + try: + # TODO 目前写死路径 生产环境切换路径 + self.credentials = service_account.Credentials.from_service_account_file(os.getenv("GOOGLE_APPLICATION_CREDENTIALS")) + except Exception as e: + # 这里的异常处理应根据实际情况调整 + raise RuntimeError(f"Failed to load credentials from file {os.getenv('GOOGLE_APPLICATION_CREDENTIALS')}: {e}") + + self.gcs_client = storage.Client( + project=self.credentials.project_id, + credentials=self.credentials + ) + self.gcs_bucket = "lc_stylist_agent_outfit_items" + self.minio_bucket = "lanecarford" + + def _load_style_guide(self, path: str) -> str: + """加载 markdown 风格指南内容。""" + parts = path.split('/', 1) + if len(parts) != 2: + raise ValueError("MinIO path must be in 'bucket_name/object_name' format.") + + bucket_name, object_name = parts + try: + # 1. 获取对象 + response = minio_client.get_object(bucket_name, object_name) + + # 2. 读取内容 + content_bytes = response.read() + + # 3. 关闭连接 + response.close() + response.release_conn() + + # 4. 解码并返回 + return content_bytes.decode('utf-8') + + except Exception as e: + raise Exception(f"Failed to load style guide from {path}: {e}") + + def _build_system_prompt(self, request_summary: str = "") -> str: + """Constructs the complete System Prompt.""" + # Insert the style_guide content into the template + template = f""" + You are a professional fashion stylist Agent, specialized in creating complete outfits for the user. + + Your task is to **create a cohesive and complete outfit**, strictly adhering to **BOTH** the user's explicit **Request Summary** and the **Outfit Style Guide**. You must decide the next logical item to add to the outfit based on the currently selected items (if any). + + --- + + ## Request from the User: + + {request_summary} + + ## Core Guidance Document: Outfit Style Guide + + {self.style_guide} + + --- + + ## Your Workflow and Constraints + + 1. **Style Adherence**: You must strictly observe all rules in the Style Guide concerning **color palette, fit, layering principles, pattern restrictions, accessory stacking, and shoe/bag coordination**. + 2. **Step Planning**: The styling sequence must follow a **top-down, inside-out** approach: First major garments (tops/outerwear/bottoms/dresses), then shoes and bags, and finally accessories. + 3. **Structured Output**: Every response must recommend the **next single item**. You must strictly use the **JSON format** for your output, as follows: + + ```json + {{ + "action": "recommend_item", + "category": "YOUR_ITEM_CATEGORY", + "description": "YOUR_DETAILED_DESCRIPTION" + }} + ``` + + * `action`: Must always be `"recommend_item"` until the outfit is complete. + * `category`: Must be the category of the item you are recommending, strictly selected from the following list: {list(self.CATEGORY_SET)}. + * `description`: This must be an **extremely detailed and precise** description of the item. This description is used for **high-accuracy vector search** in the database and must include: + * **Color** (e.g., milk tea, pure white, dark gray) + * **Fit/Silhouette** (e.g., Oversize, loose, slim-fit) + * **Material/Detail** (e.g., 100% cotton, linen, gold clasp, thin stripe, checkered pattern) + * **Role in the Outfit** (e.g., serves as the innermost base layer for layering; acts as the crucial tie accent for the smart casual look) + * **[CRITICAL FOR JEWELRY] If recommending 'Jewelry' (especially Necklaces), the description must specify its distinction (length, thickness, pendant style) from all previously selected necklaces to ensure layered variety.** + + 4. **Termination Condition**: Only when you deem the entire outfit complete and **all mandatory elements stipulated in the Style Guide are met**, you must output the following JSON format to terminate the process: + + ```json + {{ + "action": "stop", + "reason": "OUTFIT_COMPLETE_AND_MEETS_ALL_MINI_GUIDELINES" + }} + ``` + Normally, five or six items are totally enough for an outfit. + + 5. **Context Dependency**: The user's next input (if not `Start`) will contain the **image and description of the selected item**. When recommending the next item, you must consider the coordination between the **already selected items** and the Style Guide. + + **Now, please start building an outfit and output the JSON for the first item.** + """ + return template.strip() + + def _clear_uploaded_files(self): + for f in self.gemini_client.files.list(): + self.gemini_client.files.delete(name=f.name) + + async def _call_gemini(self, user_input: str, user_id: str): + """ + 实际调用 Gemini API 的函数，接受文本和可选的图片路径列表。 + + Args: + user_input: 发送给模型的主文本内容。 + image_paths: 待发送图片的本地路径列表。 + + Returns: + 模型的响应文本（预期为 JSON 字符串）。 + """ + minio_path = "" + content_parts = [] + # self._clear_uploaded_files() + # 1. 添加图片内容 + if self.outfit_items: + merged_image = merge_images_to_square(self.outfit_items, max_len=self.max_len) + image_bytes_io = io.BytesIO() + image_format = 'JPEG' + mime_type = 'image/jpeg' + + merged_image.save(image_bytes_io, format=image_format) + image_bytes = image_bytes_io.getvalue() + + file_name = uuid.uuid4() + blob_name = f"lc_stylist_agent_outfit_items/{user_id}/{file_name}.jpg" + gcs_path = self._upload_to_gcs(bucket_name=self.gcs_bucket, blob_name=blob_name, mime_type=mime_type, image_bytes=image_bytes) + responses = oss_upload_image(oss_client=minio_client, bucket=self.minio_bucket, object_name=blob_name, image_bytes=image_bytes) + minio_path = f"{responses.bucket_name}/{responses.object_name}" + content_parts.append(gcs_path) + + # 2. 添加文本内容 + content_parts.append(user_input) + + # print(f"\n--- Calling Gemini with {len(self.outfit_items) if self.outfit_items else 0} images and query:\n{user_input}") + + try: + # 3. 实际 API 调用 + response = await self.gemini_client.aio.models.generate_content( + model=self.gemini_model_name, + contents=content_parts, + config={ + "system_instruction": self.system_prompt, + # 确保模型返回 JSON 格式 + "response_mime_type": "application/json", + "response_schema": { + "type": "object", + "properties": { + "action": {"type": "string", "enum": ["recommend_item", "stop"]}, + "category": {"type": "string"}, + "description": {"type": "string"}, + "reason": {"type": "string"} + }, + "required": ["action"] + } + } + ) + + # response.text 将包含一个 JSON 字符串 + return response.text, minio_path + + except Exception as e: + print(f"Gemini API Call failed: {e}") + # 返回一个停止信号以防止循环继续 + return json.dumps({"action": "stop", "reason": f"API_ERROR: {str(e)}"}) + + def _parse_gemini_response(self, response_text: str) -> Optional[Dict[str, Any]]: + """安全解析 Gemini 的 JSON 响应。""" + try: + # 有时 Gemini 可能会在 JSON 外面添加文字,尝试清理 + response_text = response_text.strip().replace('```json', '').replace('```', '') + data = json.loads(response_text) + # print(f"The agent response is: {data}") + return data + except json.JSONDecodeError as e: + print(f"Error parsing JSON from Gemini: {e}") + print(f"Raw response: {response_text}") + return None + + def _get_next_item(self, item_description: str, category: str) -> Optional[Dict[str, str]]: + """ + 1. 根据描述生成嵌入。 + 2. 查询本地数据库以找到最佳匹配项。 + 3. 模拟 Agent 审核匹配项(这里简化为总是通过)。 + """ + try: + # 1. 生成查询嵌入 + query_embedding = self.local_db.get_clip_embedding(item_description, is_image=False) + + # 2. 执行查询,并过滤类别 + results = self.local_db.query_local_db(query_embedding, category, n_results=1) + + if not results: + print(f"❌ 数据库中未找到符合 '{category}' 和描述的单品。") + return None + + # 3. 模拟 Agent 审核(实际应用中,你需要将图片发回给 Agent进行审核) + best_meta = results['metadatas'][0][0] # 第一个 batch 的第一个 metadata + return { + "item_id": best_meta['item_id'], # 从 metadata 字典中安全获取 + "category": category, + "gpt_description": item_description, + 'description': best_meta['description'], + # 假设 'item_path' 存储在 metadata 中，或从 'item_id' 推导 + # 这里假设 item_id 就是文件名的一部分 + "image_path": os.path.join(f"{best_meta['item_id']}.jpg") + } + + except Exception as e: + print(f"An error occurred during item retrieval: {e}") + return None + + def _build_user_input(self) -> str: + """构建发送给 Gemini 的用户输入,包含已选单品信息。""" + if not self.outfit_items: + return "Start" + + # 将已选单品的信息作为上下文发回给 Agent + context = "Selected fashion items:\n" + for ii, item in enumerate(self.outfit_items): + context += f"{ii + 1}. Category: {item['category']}. Description: {item['description']}\n" + context += "\nPlease recommend the next single item based on the selected items, user's request, and style guide." + return context + + async def run_styling_process(self, request_summary, stylist_path, start_outfit=None, user_id="test"): + if start_outfit is None: + start_outfit = [] + self.outfit_items = start_outfit if start_outfit else [] + """主流程控制循环。""" + print(f"--- Starting Agent (Outfit ID: {self.outfit_id}) ---") + + self.style_guide = self._load_style_guide(stylist_path) + self.system_prompt = self._build_system_prompt(request_summary) + response_data = {"status": "", + "message": "", + "path": "", + "outfit_id": self.outfit_id, + "items": [] + } + logger.info(response_data) + item_id = "" + while True: + # 1. 准备用户输入(上下文) + user_input = self._build_user_input() + + # 2. 调用 Gemini Agent + gemini_response_text, minio_path = await self._call_gemini(user_input, user_id) + gemini_data = self._parse_gemini_response(gemini_response_text) + response_data['path'] = minio_path + if item_id: + response_data['items'].append(item_id) + if not gemini_data: + print("🚨 Agent 返回无效响应,终止流程。") + self.stop_reason = "Agent failed to return response" + response_data['status'] = "failed" + response_data['message'] = self.stop_reason + break + + # 3. 检查终止条件 + if gemini_data.get('action') == 'stop': + print(f"🛑 搭配完成,终止原因: {gemini_data.get('reason')}") + self.stop_reason = "Finish reason: " + gemini_data.get('reason', 'No reason provided') + response_data['status'] = "stop" + response_data['message'] = self.stop_reason + break + + # 4. 处理推荐单品 + if gemini_data.get('action') == 'recommend_item': + category = gemini_data.get('category') + description = gemini_data.get('description') + + # 4a. 检查类别是否有效 (重要步骤) + if category not in self.CATEGORY_SET: + print(f"❌ Agent 推荐了无效类别: {category}。要求 Agent 重新输出。") + # 在实际应用中,这里需要将错误信息发回给 Agent,要求它更正 + # 这里简化为跳过本次循环 + response_data['status'] = "continue" + response_data['message'] = f"❌ Agent 推荐了无效类别: {category}。要求 Agent 重新输出。", + continue + + # 4b. 在本地 DB 中查询单品 + new_item = self._get_next_item(description, category) + item_id = new_item.get('item_id') + + if new_item: + # 4c. (实际步骤) 将选中的单品图片和描述发回给 Agent 进行最终审核 + # 这里的代码框架省略了图片回传和二次审核的步骤,直接视为通过 + # 实际你需要： new_user_input = f"Check this item: {new_item['description']}, path: {new_item['image_path']}" + # call_gemini_agent(...) -> 如果返回"pass",则添加到outfit_items + + if new_item['item_id'] in [x['item_id'] for x in self.outfit_items]: + print("This item exists. Stop here.") + self.stop_reason = "Finish reason: Duplicate item selected." + response_data['status'] = "stop" + response_data['message'] = self.stop_reason + break + + if new_item['item_id'] == "ELG383": + if random.random() < 0.70: + self.stop_reason = "Finish reason: ELG383 is seleced repeatly." + response_data['status'] = "stop" + response_data['message'] = self.stop_reason + break + + self.outfit_items.append(new_item) + # print(f"➕ 成功添加单品: {new_item['category']} ({new_item['item_id']}). 当前搭配数量: {len(self.outfit_items)}") + response_data['status'] = "ok" + response_data['message'] = self.stop_reason + else: + print("⚠️ 未找到匹配单品,无法继续搭配。终止。") + self.stop_reason = "Finish reason: No matching item found in local database." + response_data['status'] = "stop" + response_data['message'] = self.stop_reason + break + + if len(self.outfit_items) >= self.max_len: # 设置一个最大循环限制,防止无限循环 + print("🚨 达到最大搭配数量限制,强制终止。") + self.stop_reason = "Finish reason: Reached max outfit length." + response_data['status'] = "stop" + response_data['message'] = self.stop_reason + logger.info(response_data) + break + + logger.info(response_data) + headers = { + 'Accept': "*/*", + 'Accept-Encoding': "gzip, deflate, br", + 'User-Agent': "PostmanRuntime-ApipostRuntime/1.1.0", + 'Connection': "keep-alive", + 'Content-Type': "application/json" + } + url = 'https://83aa2db8e006.ngrok-free.app/api/style/callback' + response = post_request(url=url, data=json.dumps(response_data), headers=headers) + logger.info(response.text) + return response_data + + # def _save_outfit_results(self, user_id): + # """保存最终的 JSON 列表和图片到指定文件夹。""" + # if not self.outfit_items: + # raise ValueError("No outfit items to save.") + # + # # 1. 保存 JSON 文件 + # results_list = [{'item_id': item['item_id'], 'category': item['category'], 'description': item['description'], 'gpt_description': item['gpt_description']} for item in self.outfit_items] + # results_list.append({'stop_reason': self.stop_reason}) + # + # return upload_json_to_minio_sync( + # minio_client=minio_client, + # bucket_name=f"lanecarford", + # object_name=f"lc_stylist_agent_outfit_items/{user_id}/{uuid.uuid4()}.json", + # data=results_list + # ) + + def _upload_to_gcs(self, bucket_name: str, blob_name: str, mime_type, image_bytes) -> str: + """同步方法：将文件上传到 GCS 并返回 GCS URI。""" + bucket = self.gcs_client.bucket(bucket_name) + blob = bucket.blob(blob_name) + blob.upload_from_string( + data=image_bytes, + content_type=mime_type + ) + + gcs_uri = f"gs://{bucket_name}/{blob_name}" + return gcs_uri + + async def recommend_outfit(self, request_summary: str, stylist_name: str, start_outfit: List[Dict[str, str]] = [], num_outfits: int = 1): + """ + 基于用户的对话历史和需求，推荐一套搭配。 + + Args: + request_summary: 用户的request + start_outfit: 可选的初始搭配列表，每个元素包含 'item_id' 和 'category'。 + """ + tasks = [] + for _ in range(num_outfits): + agent = AsyncStylistAgent(**self.stylist_agent_kwages) + task = agent.run_styling_process(request_summary, stylist_name, start_outfit) + tasks.append(task) + print(f"--- Starting {num_outfits} concurrent outfit generation tasks. ---") + + try: + results = await asyncio.gather(*tasks, return_exceptions=True) + + successful_outfits = [] + failed_outfits = [] + for result in results: + if isinstance(result, Exception): + # 任务执行中发生异常 + failed_outfits.append(f"Failed: {result}") + else: + # 任务成功，result 是 run_styling_process 返回的图片路径 + successful_outfits.append(result) + + return { + "successful_outfits": successful_outfits, + "failed_outfits": failed_outfits + } + + except Exception as e: + print(f"An unexpected error occurred during concurrent recommendation: {e}") + return {"error": str(e)} diff --git a/app/core/utils.py b/app/core/utils.py index f2a10cf..a64b003 100644 --- a/app/core/utils.py +++ b/app/core/utils.py @@ -7,20 +7,21 @@ from PIL import Image, ImageDraw, ImageFont # 布局顺序: 从上到下，从左到右 (1 -> 9) ALL_9_CELLS = [ # Top Row (Y=0, H=341) - (0, 0, 341, 341), # 1. Top-Left (341x341) + (0, 0, 341, 341), # 1. Top-Left (341x341) (341, 0, 341, 341), # 2. Top-Middle (341x341) (682, 0, 342, 341), # 3. Top-Right (342x341) # Middle Row (Y=341, H=341) (0, 341, 341, 341), # 4. Mid-Left (341x341) - (341, 341, 341, 341),# 5. Center (341x341) - (682, 341, 342, 341),# 6. Mid-Right (342x341) + (341, 341, 341, 341), # 5. Center (341x341) + (682, 341, 342, 341), # 6. Mid-Right (342x341) # Bottom Row (Y=682, H=342) (0, 682, 341, 342), # 7. Bottom-Left (341x342) - (341, 682, 341, 342),# 8. Bottom-Middle (341x342) - (682, 682, 342, 342) # 9. Bottom-Right (342x342) + (341, 682, 341, 342), # 8. Bottom-Middle (341x342) + (682, 682, 342, 342) # 9. Bottom-Right (342x342) ] -def merge_images_to_square(outfit_items: List[Dict[str, str]], max_len=9, output_path="temp.jpg", add_text=True) -> str: + +def merge_images_to_square(outfit_items: List[Dict[str, str]], max_len=9, output_path="temp.jpg", add_text=True): """ Loads up to 4 images from the given paths, resizes them while maintaining aspect ratio, and merges them onto a 1024x1024 white background JPG. @@ -37,31 +38,30 @@ def merge_images_to_square(outfit_items: List[Dict[str, str]], max_len=9, output Returns: The file path of the temporary merged JPG image. """ - + # Define the final canvas size CANVAS_SIZE = 1024 - + # 1. Create the final white canvas # Using 'RGB' mode for JPG output canvas = Image.new('RGB', (CANVAS_SIZE, CANVAS_SIZE), 'white') draw = ImageDraw.Draw(canvas) font = ImageFont.load_default() - # 2. Define the quadrants/target areas (x, y, w, h) # The positions are based on a 512x512 quadrant size quadrants = { - 1: [(0, 0, CANVAS_SIZE, CANVAS_SIZE)], # Single full-size placement - 2: [(0, 0, 512, CANVAS_SIZE), (512, 0, 512, CANVAS_SIZE)], # Left, Right - 3: [(0, 0, 512, 512), (512, 0, 512, 512), (0, 512, 512, 512)], # Top-Left, Top-Right, Bottom-Left - 4: [(0, 0, 512, 512), (512, 0, 512, 512), (0, 512, 512, 512), (512, 512, 512, 512)], # All Four - 5: ALL_9_CELLS[:5], # 布局前5个单元格 (1-5) - 6: ALL_9_CELLS[:6], # 布局前6个单元格 (1-6) - 7: ALL_9_CELLS[:7], # 布局前7个单元格 (1-7) - 8: ALL_9_CELLS[:8], # 布局前8个单元格 (1-8) + 1: [(0, 0, CANVAS_SIZE, CANVAS_SIZE)], # Single full-size placement + 2: [(0, 0, 512, CANVAS_SIZE), (512, 0, 512, CANVAS_SIZE)], # Left, Right + 3: [(0, 0, 512, 512), (512, 0, 512, 512), (0, 512, 512, 512)], # Top-Left, Top-Right, Bottom-Left + 4: [(0, 0, 512, 512), (512, 0, 512, 512), (0, 512, 512, 512), (512, 512, 512, 512)], # All Four + 5: ALL_9_CELLS[:5], # 布局前5个单元格 (1-5) + 6: ALL_9_CELLS[:6], # 布局前6个单元格 (1-6) + 7: ALL_9_CELLS[:7], # 布局前7个单元格 (1-7) + 8: ALL_9_CELLS[:8], # 布局前8个单元格 (1-8) 9: ALL_9_CELLS[:9] # 布局全部9个单元格 (1-9) } - + # 3. Load and Filter Images valid_images = [] image_paths = [item['image_path'] for item in outfit_items] @@ -75,17 +75,16 @@ def merge_images_to_square(outfit_items: List[Dict[str, str]], max_len=9, output print(f"Error loading image {path}. Skipping: {e}") num_images = len(valid_images) - + if num_images == 0: raise ValueError("No valid images were loaded.") - + if num_images > max_len: raise ValueError(f"Valid item number {num_images} exceed max limit {max_len}") - # Get the correct list of target areas based on the number of valid images target_areas = quadrants.get(num_images, []) - + # 4. Resize and Paste for i, (img, item) in enumerate(zip(valid_images, outfit_items)): item_id = item['item_id'] @@ -93,40 +92,40 @@ def merge_images_to_square(outfit_items: List[Dict[str, str]], max_len=9, output if i >= len(target_areas): # This should not happen if num_images <= 4 break - + # Target area dimensions (x_start, y_start, width, height) x_start, y_start, target_w, target_h = target_areas[i] - + # Calculate new size while maintaining aspect ratio original_w, original_h = img.size - + # Calculate the ratio needed to fit within the target area ratio_w = target_w / original_w ratio_h = target_h / original_h - + # Use the *smaller* of the two ratios to ensure the image fits entirely resize_ratio = min(ratio_w, ratio_h) - + # Calculate the new dimensions new_w = int(original_w * resize_ratio) new_h = int(original_h * resize_ratio) - + # Resize the image. Image.Resampling.LANCZOS provides high-quality scaling. # Pillow documentation recommends ANTIALIAS or BICUBIC for downscaling, # but LANCZOS is a good general high-quality filter. # Note: In Pillow versions > 9.0.0, Image.LANCZOS is now Image.Resampling.LANCZOS resized_img = img.resize((new_w, new_h), Image.Resampling.LANCZOS) - + # Calculate the paste position to center the resized image within its target area # Center X: (Target Width - New Width) / 2 + X Start paste_x = (target_w - new_w) // 2 + x_start # Center Y: (Target Height - New Height) / 2 + Y Start # paste_y = (target_h - new_h) // 2 + y_start - TEXT_RESERVE_HEIGHT = 30 - paste_y = (target_h - new_h - TEXT_RESERVE_HEIGHT) // 2 + y_start - paste_y = max(paste_y, y_start) - + TEXT_RESERVE_HEIGHT = 30 + paste_y = (target_h - new_h - TEXT_RESERVE_HEIGHT) // 2 + y_start + paste_y = max(paste_y, y_start) + # Paste the resized image onto the canvas canvas.paste(resized_img, (paste_x, paste_y)) @@ -140,24 +139,22 @@ def merge_images_to_square(outfit_items: List[Dict[str, str]], max_len=9, output # 兼容旧版本 Pillow text_w, text_h = draw.textsize(full_text, font=font) - # 计算 X 轴起始位置：使其在目标区域 (target_w) 中居中 text_x_center = x_start + target_w // 2 text_x_start = text_x_center - text_w // 2 - + # 计算 Y 轴起始位置：将其放在目标区域的底部 # (目标区域的起始Y + 目标区域的高度 - 文本行的高度) - text_y_start = y_start + target_h - text_h - 5 # 减去 5 像素作为边距 - + text_y_start = y_start + target_h - text_h - 5 # 减去 5 像素作为边距 + # 3. 绘制合并后的文本 if add_text: - draw.text((text_x_start, text_y_start), - full_text, - fill='black', - font=font) - + draw.text((text_x_start, text_y_start), + full_text, + fill='black', + font=font) + # Save as a high-quality JPG (quality=90 is a good balance) - canvas.save(output_path, 'JPEG', quality=90) - - return output_path + # canvas.save(output_path, 'JPEG', quality=90) + return canvas diff --git a/app/core/utils_litserve.py b/app/core/utils_litserve.py new file mode 100644 index 0000000..fcaa4a4 --- /dev/null +++ b/app/core/utils_litserve.py @@ -0,0 +1,163 @@ +import logging +from typing import List, Dict +from PIL import Image, ImageDraw, ImageFont +from app.server.utils.minio_client import oss_get_image, minio_client +from app.server.utils.minio_config import MINIO_LC_DATA_PATH + +logger = logging.getLogger(__name__) +# 9个 341x341 左右的单元格 (ALL_9_CELLS) +# 布局顺序: 从上到下，从左到右 (1 -> 9) +ALL_9_CELLS = [ + # Top Row (Y=0, H=341) + (0, 0, 341, 341), # 1. Top-Left (341x341) + (341, 0, 341, 341), # 2. Top-Middle (341x341) + (682, 0, 342, 341), # 3. Top-Right (342x341) + # Middle Row (Y=341, H=341) + (0, 341, 341, 341), # 4. Mid-Left (341x341) + (341, 341, 341, 341), # 5. Center (341x341) + (682, 341, 342, 341), # 6. Mid-Right (342x341) + # Bottom Row (Y=682, H=342) + (0, 682, 341, 342), # 7. Bottom-Left (341x342) + (341, 682, 341, 342), # 8. Bottom-Middle (341x342) + (682, 682, 342, 342) # 9. Bottom-Right (342x342) +] + + +def merge_images_to_square(outfit_items: List[Dict[str, str]], max_len=9, add_text=True): + """ + Loads up to 4 images from the given paths, resizes them while maintaining + aspect ratio, and merges them onto a 1024x1024 white background JPG. + + The layout depends on the number of images: + 1: Center the single image on the 1024x1024 canvas. + 2: Place side-by-side, each scaled to fit a 512x1024 half. + 3: Place in top-left (512x512), top-right (512x512), and bottom-left (512x512). + 4: Place in all four 512x512 quadrants. + + Args: + outfit_items: A list of item metadata (max length 9). + + Returns: + The file path of the temporary merged JPG image. + """ + + # Define the final canvas size + CANVAS_SIZE = 1024 + + # 1. Create the final white canvas + # Using 'RGB' mode for JPG output + canvas = Image.new('RGB', (CANVAS_SIZE, CANVAS_SIZE), 'white') + draw = ImageDraw.Draw(canvas) + font = ImageFont.load_default() + + # 2. Define the quadrants/target areas (x, y, w, h) + # The positions are based on a 512x512 quadrant size + quadrants = { + 1: [(0, 0, CANVAS_SIZE, CANVAS_SIZE)], # Single full-size placement + 2: [(0, 0, 512, CANVAS_SIZE), (512, 0, 512, CANVAS_SIZE)], # Left, Right + 3: [(0, 0, 512, 512), (512, 0, 512, 512), (0, 512, 512, 512)], # Top-Left, Top-Right, Bottom-Left + 4: [(0, 0, 512, 512), (512, 0, 512, 512), (0, 512, 512, 512), (512, 512, 512, 512)], # All Four + 5: ALL_9_CELLS[:5], # 布局前5个单元格 (1-5) + 6: ALL_9_CELLS[:6], # 布局前6个单元格 (1-6) + 7: ALL_9_CELLS[:7], # 布局前7个单元格 (1-7) + 8: ALL_9_CELLS[:8], # 布局前8个单元格 (1-8) + 9: ALL_9_CELLS[:9] # 布局全部9个单元格 (1-9) + } + + # 3. Load and Filter Images + valid_images = [] + image_paths = [item['image_path'] for item in outfit_items] + for path in image_paths: + try: + # We use Image.open() and convert to 'RGB' to handle potential transparency (RGBA) + # and ensure compatibility with the final 'RGB' canvas and JPG output. + img = oss_get_image(oss_client=minio_client, path=f"{MINIO_LC_DATA_PATH}/{path}", data_type="PIL").convert('RGB') + # img = Image.open(path).convert('RGB') + valid_images.append(img) + except Exception as e: + logger.error(f"Error loading image {path}. Skipping: {e}") + + num_images = len(valid_images) + + if num_images == 0: + raise ValueError("No valid images were loaded.") + + if num_images > max_len: + raise ValueError(f"Valid item number {num_images} exceed max limit {max_len}") + + # Get the correct list of target areas based on the number of valid images + target_areas = quadrants.get(num_images, []) + + # 4. Resize and Paste + for i, (img, item) in enumerate(zip(valid_images, outfit_items)): + item_id = item['item_id'] + category = item['category'] + if i >= len(target_areas): + # This should not happen if num_images <= 4 + break + + # Target area dimensions (x_start, y_start, width, height) + x_start, y_start, target_w, target_h = target_areas[i] + + # Calculate new size while maintaining aspect ratio + original_w, original_h = img.size + + # Calculate the ratio needed to fit within the target area + ratio_w = target_w / original_w + ratio_h = target_h / original_h + + # Use the *smaller* of the two ratios to ensure the image fits entirely + resize_ratio = min(ratio_w, ratio_h) + + # Calculate the new dimensions + new_w = int(original_w * resize_ratio) + new_h = int(original_h * resize_ratio) + + # Resize the image. Image.Resampling.LANCZOS provides high-quality scaling. + # Pillow documentation recommends ANTIALIAS or BICUBIC for downscaling, + # but LANCZOS is a good general high-quality filter. + # Note: In Pillow versions > 9.0.0, Image.LANCZOS is now Image.Resampling.LANCZOS + resized_img = img.resize((new_w, new_h), Image.Resampling.LANCZOS) + + # Calculate the paste position to center the resized image within its target area + # Center X: (Target Width - New Width) / 2 + X Start + paste_x = (target_w - new_w) // 2 + x_start + # Center Y: (Target Height - New Height) / 2 + Y Start + # paste_y = (target_h - new_h) // 2 + y_start + + TEXT_RESERVE_HEIGHT = 30 + paste_y = (target_h - new_h - TEXT_RESERVE_HEIGHT) // 2 + y_start + paste_y = max(paste_y, y_start) + + # Paste the resized image onto the canvas + canvas.paste(resized_img, (paste_x, paste_y)) + + full_text = f"ID: {item_id}, Category: {category}" + try: + # 推荐使用：计算文本的实际尺寸 (width, height) + bbox = draw.textbbox((0, 0), full_text, font=font) + text_w = bbox[2] - bbox[0] + text_h = bbox[3] - bbox[1] + except AttributeError: + # 兼容旧版本 Pillow + text_w, text_h = draw.textsize(full_text, font=font) + + # 计算 X 轴起始位置：使其在目标区域 (target_w) 中居中 + text_x_center = x_start + target_w // 2 + text_x_start = text_x_center - text_w // 2 + + # 计算 Y 轴起始位置：将其放在目标区域的底部 + # (目标区域的起始Y + 目标区域的高度 - 文本行的高度) + text_y_start = y_start + target_h - text_h - 5 # 减去 5 像素作为边距 + + # 3. 绘制合并后的文本 + if add_text: + draw.text((text_x_start, text_y_start), + full_text, + fill='black', + font=font) + + # Save as a high-quality JPG (quality=90 is a good balance) + # canvas.save(output_path, 'JPEG', quality=90) + + return canvas diff --git a/app/core/vector_database.py b/app/core/vector_database.py index f5f1a57..4707ebf 100644 --- a/app/core/vector_database.py +++ b/app/core/vector_database.py @@ -9,9 +9,9 @@ from PIL import Image class VectorDatabase(): def __init__(self, vector_db_dir: str, collection_name: str, embedding_model_name: str): - print(vector_db_dir) self.client = chromadb.PersistentClient(path=vector_db_dir) - self.collection = self.client.get_collection(name=collection_name) + + self.collection = self.client.get_or_create_collection(name=collection_name) self.device = "cuda" if torch.cuda.is_available() else "cpu" @@ -20,7 +20,7 @@ class VectorDatabase(): def get_clip_embedding(self, data: str | Image.Image, is_image: bool) -> List[float]: """生成图像或文本的 CLIP 嵌入，并进行 L2 归一化。""" - + if is_image: inputs = self.processor(images=data, return_tensors="pt").to(self.device) with torch.no_grad(): @@ -28,25 +28,24 @@ class VectorDatabase(): else: # 强制截断，解决序列长度问题 inputs = self.processor( - text=[data], - return_tensors="pt", + text=[data], + return_tensors="pt", padding=True, - truncation=True + truncation=True ).to(self.device) with torch.no_grad(): features = self.model.get_text_features(**inputs) - + # L2 归一化 features = features / features.norm(p=2, dim=-1, keepdim=True) - + return features.cpu().numpy().flatten().tolist() - + def query_local_db(self, embedding: List[float], category: str, n_results: int = 3) -> List[Dict[str, Any]]: """ 基于嵌入向量在本地数据库中查询相似单品。 实际应执行 ChromaDB 查询,并根据 category 进行过滤(metadatas)。 """ - print(f"--- Querying DB for Category: {category} ---") # 实际应执行向量查询 # 为了演示流程,返回一个模拟结果 results = self.collection.query( @@ -60,4 +59,4 @@ class VectorDatabase(): }, include=['documents', 'metadatas', 'distances'] ) - return results \ No newline at end of file + return results diff --git a/app/logs/debug.log b/app/logs/debug.log new file mode 100644 index 0000000..23ce975 --- /dev/null +++ b/app/logs/debug.log @@ -0,0 +1,1230 @@ +2025-10-23 10:56:29,513 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 10:56:29,526 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 10:56:29,572 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 10:56:29,584 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 10:56:33,748 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 10:56:33,974 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 10:57:02,331 agent_server.py [line:44] INFO user_id: string +2025-10-23 10:57:02,332 agent_server.py [line:45] INFO num_outfits: 4 +2025-10-23 10:57:02,332 agent_server.py [line:46] INFO stylist_path: lanecarford/stylist_guide/crystal_en.md +2025-10-23 10:57:02,333 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 10:57:05,318 agent_server.py [line:53] INFO request_summary: ```json +{ + "occasion": "No preference", + "style": "No preference", + "color_preference": "No preference", + "clothing_type": "Chinese style cheongsam", + "vibe_or_details": "No preference" +} +``` +2025-10-23 10:57:05,364 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 10:57:10,230 agent_server.py [line:67] INFO data: {'status': 'ok', 'message': '', 'path': '', 'outfit_id': 'e5af07ec-592b-4557-a713-0fedd13c34fd'} +2025-10-23 10:57:10,789 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 10:57:23,727 agent_server.py [line:67] INFO data: {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/b8ae95ae-98ca-4ca9-bdea-3f444179589f.jpg', 'outfit_id': 'e5af07ec-592b-4557-a713-0fedd13c34fd'} +2025-10-23 10:57:24,139 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 10:57:31,576 agent_server.py [line:67] INFO data: {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/8954e478-6af6-4e2c-9a53-e67804e96808.jpg', 'outfit_id': 'e5af07ec-592b-4557-a713-0fedd13c34fd'} +2025-10-23 10:57:31,989 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 10:57:40,780 agent_server.py [line:67] INFO data: {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/359ef9d1-dc87-4f85-b893-91d90cb5e62d.jpg', 'outfit_id': 'e5af07ec-592b-4557-a713-0fedd13c34fd'} +2025-10-23 10:57:41,253 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 10:57:52,322 agent_server.py [line:67] INFO data: {'status': 'stop', 'message': 'Finish reason: Duplicate item selected.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/49f3e346-9682-4c9a-a7c5-f71030567f83.jpg', 'outfit_id': 'e5af07ec-592b-4557-a713-0fedd13c34fd'} +2025-10-23 10:57:52,331 minio_client.py [line:105] INFO ✅ JSON file uploaded successfully to lanecarford/lc_stylist_agent_outfit_items/string/59623391-ab35-457e-a972-f1eafe197f64.json +2025-10-23 10:57:52,332 agent_server.py [line:67] INFO data: {'status': 'finish', 'message': 'Finish reason: Uploading the outfit json file is completed', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/59623391-ab35-457e-a972-f1eafe197f64.json', 'outfit_id': 'e5af07ec-592b-4557-a713-0fedd13c34fd'} +2025-10-23 10:57:52,338 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 10:57:57,268 agent_server.py [line:67] INFO data: {'status': 'ok', 'message': 'Finish reason: Duplicate item selected.', 'path': '', 'outfit_id': '395c0c00-d337-427b-be51-276a46846303'} +2025-10-23 10:57:57,549 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 10:58:19,991 agent_server.py [line:67] INFO data: {'status': 'ok', 'message': 'Finish reason: Duplicate item selected.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/3ede3959-bfbd-42c0-9d2b-6b688d763eff.jpg', 'outfit_id': '395c0c00-d337-427b-be51-276a46846303'} +2025-10-23 10:58:20,319 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 10:58:31,851 agent_server.py [line:67] INFO data: {'status': 'ok', 'message': 'Finish reason: Duplicate item selected.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/cb90d852-01c0-47d9-91f4-44c8d0e2450a.jpg', 'outfit_id': '395c0c00-d337-427b-be51-276a46846303'} +2025-10-23 10:58:32,524 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:01:02,248 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 11:01:02,251 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 11:01:02,302 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 11:01:02,305 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 11:01:06,358 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 11:01:06,591 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 11:02:16,850 agent_server.py [line:45] INFO request: {"user_id":"string","num_outfits":4,"stylist_path":"lanecarford/stylist_guide/crystal_en.md"} +2025-10-23 11:02:16,852 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:02:19,086 agent_server.py [line:51] INFO request_summary: ```json +{ + "occasion": "Not specified", + "style": "Chinese style", + "color_preference": "No preference", + "clothing_type": "Cheongsam (Qipao)", + "vibe_or_details": "Not specified" +} +``` +2025-10-23 11:02:23,320 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:02:28,142 agent_server.py [line:65] INFO data: {'status': 'ok', 'message': '', 'path': '', 'outfit_id': '5a06077c-c11b-4676-8744-1741eb6786e3'} +2025-10-23 11:02:28,741 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:02:36,845 agent_server.py [line:65] INFO data: {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/7ad46b7b-f91c-44a0-9c70-913052f5089b.jpg', 'outfit_id': '5a06077c-c11b-4676-8744-1741eb6786e3'} +2025-10-23 11:02:37,456 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:02:58,387 agent_server.py [line:65] INFO data: {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/432e5511-aac5-4d2c-8188-e91a864dee42.jpg', 'outfit_id': '5a06077c-c11b-4676-8744-1741eb6786e3'} +2025-10-23 11:02:58,880 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:03:19,252 agent_server.py [line:65] INFO data: {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/91b58c9d-f85a-4fe9-b97c-eb45d4ccf7d5.jpg', 'outfit_id': '5a06077c-c11b-4676-8744-1741eb6786e3'} +2025-10-23 11:03:19,815 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:03:44,211 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 11:03:44,216 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 11:03:44,256 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 11:03:44,261 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 11:03:44,265 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 11:03:44,270 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 11:03:48,045 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 11:03:48,322 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 11:12:12,633 agent_server.py [line:45] INFO request: {'user_id': 'string', 'num_outfits': 4, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-23 11:12:12,634 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:12:16,233 agent_server.py [line:51] INFO request_summary: ```json +{ + "occasion": "No preference", + "style": "Chinese style", + "color_preference": "No preference", + "clothing_type": "Cheongsam (Qipao)", + "vibe_or_details": "No preference" +} +``` +2025-10-23 11:12:16,288 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:12:22,718 agent_server.py [line:65] INFO data: {'status': 'ok', 'message': '', 'path': '', 'outfit_id': '5baebe07-fa6b-4c3c-9d66-9ba225e8d05c'} +2025-10-23 11:12:24,073 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:12:47,690 agent_server.py [line:65] INFO data: {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/b52246bb-bb64-42ff-8851-549bcea1a00d.jpg', 'outfit_id': '5baebe07-fa6b-4c3c-9d66-9ba225e8d05c'} +2025-10-23 11:12:48,231 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:13:04,273 agent_server.py [line:65] INFO data: {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/f71cf5db-dc11-4103-9cf3-bf99ace695f8.jpg', 'outfit_id': '5baebe07-fa6b-4c3c-9d66-9ba225e8d05c'} +2025-10-23 11:13:04,878 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:13:58,911 agent_server.py [line:65] INFO data: {'status': 'stop', 'message': 'Finish reason: Duplicate item selected.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/732aff3e-5c42-46dc-a46a-8a83459c3bae.jpg', 'outfit_id': '5baebe07-fa6b-4c3c-9d66-9ba225e8d05c'} +2025-10-23 11:13:58,923 minio_client.py [line:105] INFO ✅ JSON file uploaded successfully to lanecarford/lc_stylist_agent_outfit_items/string/be9b8fb7-ba78-4e24-95f6-c8da95a1cf31.json +2025-10-23 11:13:58,923 agent_server.py [line:65] INFO data: {'status': 'finish', 'message': 'Finish reason: Uploading the outfit json file is completed', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/be9b8fb7-ba78-4e24-95f6-c8da95a1cf31.json', 'outfit_id': '5baebe07-fa6b-4c3c-9d66-9ba225e8d05c'} +2025-10-23 11:13:58,928 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:14:04,216 agent_server.py [line:65] INFO data: {'status': 'ok', 'message': 'Finish reason: Duplicate item selected.', 'path': '', 'outfit_id': '53bb6f9a-d991-46b2-a6e3-68b01194a84b'} +2025-10-23 11:14:04,535 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:14:17,199 agent_server.py [line:65] INFO data: {'status': 'ok', 'message': 'Finish reason: Duplicate item selected.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/57b044ec-d115-46cd-945a-e00cf6491bf2.jpg', 'outfit_id': '53bb6f9a-d991-46b2-a6e3-68b01194a84b'} +2025-10-23 11:14:17,548 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:14:46,099 agent_server.py [line:65] INFO data: {'status': 'ok', 'message': 'Finish reason: Duplicate item selected.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/330ad35b-86be-4f73-b241-005b75382bd4.jpg', 'outfit_id': '53bb6f9a-d991-46b2-a6e3-68b01194a84b'} +2025-10-23 11:14:46,514 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:15:05,135 agent_server.py [line:65] INFO data: {'status': 'stop', 'message': 'Finish reason: Duplicate item selected.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/f1a706b2-286d-427d-908a-f3461897130e.jpg', 'outfit_id': '53bb6f9a-d991-46b2-a6e3-68b01194a84b'} +2025-10-23 11:15:05,148 minio_client.py [line:105] INFO ✅ JSON file uploaded successfully to lanecarford/lc_stylist_agent_outfit_items/string/ccb2ff08-8921-47ad-b244-511f35e825b4.json +2025-10-23 11:15:05,148 agent_server.py [line:65] INFO data: {'status': 'finish', 'message': 'Finish reason: Uploading the outfit json file is completed', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/ccb2ff08-8921-47ad-b244-511f35e825b4.json', 'outfit_id': '53bb6f9a-d991-46b2-a6e3-68b01194a84b'} +2025-10-23 11:15:05,156 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:15:09,346 agent_server.py [line:65] INFO data: {'status': 'ok', 'message': 'Finish reason: Duplicate item selected.', 'path': '', 'outfit_id': '3e9e5ed0-3a63-45a1-8283-b1ddb929c536'} +2025-10-23 11:15:09,644 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:15:24,781 agent_server.py [line:65] INFO data: {'status': 'ok', 'message': 'Finish reason: Duplicate item selected.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/bfc789d0-bd41-49f3-8abd-e5f45d41f900.jpg', 'outfit_id': '3e9e5ed0-3a63-45a1-8283-b1ddb929c536'} +2025-10-23 11:15:25,273 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:15:37,273 agent_server.py [line:65] INFO data: {'status': 'ok', 'message': 'Finish reason: Duplicate item selected.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/e2dca4dc-f2b2-4b92-90dd-551278d0bc3b.jpg', 'outfit_id': '3e9e5ed0-3a63-45a1-8283-b1ddb929c536'} +2025-10-23 11:15:38,372 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:15:46,216 agent_server.py [line:65] INFO data: {'status': 'ok', 'message': 'Finish reason: Duplicate item selected.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/f6001b63-6efc-4cf2-8cfb-b41c07abe214.jpg', 'outfit_id': '3e9e5ed0-3a63-45a1-8283-b1ddb929c536'} +2025-10-23 11:15:47,935 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:16:07,814 agent_server.py [line:65] INFO data: {'status': 'ok', 'message': 'Finish reason: Duplicate item selected.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/55f358d6-7582-4757-ac12-2a4e1de7859d.jpg', 'outfit_id': '3e9e5ed0-3a63-45a1-8283-b1ddb929c536'} +2025-10-23 11:16:07,814 agent_server.py [line:65] INFO data: {'status': 'stop', 'message': 'Finish reason: Reached max outfit length.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/55f358d6-7582-4757-ac12-2a4e1de7859d.jpg', 'outfit_id': '3e9e5ed0-3a63-45a1-8283-b1ddb929c536'} +2025-10-23 11:16:07,825 minio_client.py [line:105] INFO ✅ JSON file uploaded successfully to lanecarford/lc_stylist_agent_outfit_items/string/f9dc2f8e-43b4-45ee-8b43-07fd5d17a40e.json +2025-10-23 11:16:07,825 agent_server.py [line:65] INFO data: {'status': 'finish', 'message': 'Finish reason: Uploading the outfit json file is completed', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/f9dc2f8e-43b4-45ee-8b43-07fd5d17a40e.json', 'outfit_id': '3e9e5ed0-3a63-45a1-8283-b1ddb929c536'} +2025-10-23 11:16:07,831 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:16:11,658 agent_server.py [line:65] INFO data: {'status': 'ok', 'message': 'Finish reason: Reached max outfit length.', 'path': '', 'outfit_id': '96298a98-c882-42b9-abcb-497f29b43cdd'} +2025-10-23 11:16:12,207 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:16:27,292 agent_server.py [line:65] INFO data: {'status': 'ok', 'message': 'Finish reason: Reached max outfit length.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/5169274e-3b3c-4aad-8a63-9efb4a2af58f.jpg', 'outfit_id': '96298a98-c882-42b9-abcb-497f29b43cdd'} +2025-10-23 11:16:28,901 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:16:40,761 agent_server.py [line:65] INFO data: {'status': 'ok', 'message': 'Finish reason: Reached max outfit length.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/2c6dce9e-9d05-422d-bdc9-fba2fb6b1cf7.jpg', 'outfit_id': '96298a98-c882-42b9-abcb-497f29b43cdd'} +2025-10-23 11:16:41,512 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:17:00,513 agent_server.py [line:65] INFO data: {'status': 'ok', 'message': 'Finish reason: Reached max outfit length.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/74f5703d-c19a-421f-be8c-c592dd21ee2a.jpg', 'outfit_id': '96298a98-c882-42b9-abcb-497f29b43cdd'} +2025-10-23 11:17:02,199 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:17:33,140 agent_server.py [line:65] INFO data: {'status': 'ok', 'message': 'Finish reason: Reached max outfit length.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/dd1ddbaf-68ca-4e0c-8067-45f7412c2d58.jpg', 'outfit_id': '96298a98-c882-42b9-abcb-497f29b43cdd'} +2025-10-23 11:17:33,141 agent_server.py [line:65] INFO data: {'status': 'stop', 'message': 'Finish reason: Reached max outfit length.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/dd1ddbaf-68ca-4e0c-8067-45f7412c2d58.jpg', 'outfit_id': '96298a98-c882-42b9-abcb-497f29b43cdd'} +2025-10-23 11:17:33,154 minio_client.py [line:105] INFO ✅ JSON file uploaded successfully to lanecarford/lc_stylist_agent_outfit_items/string/4477404f-a73c-40ce-a712-a3c7ff2109a6.json +2025-10-23 11:17:33,154 agent_server.py [line:65] INFO data: {'status': 'finish', 'message': 'Finish reason: Uploading the outfit json file is completed', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/4477404f-a73c-40ce-a712-a3c7ff2109a6.json', 'outfit_id': '96298a98-c882-42b9-abcb-497f29b43cdd'} +2025-10-23 11:17:33,155 agent_server.py [line:61] INFO +--- Final Recommendation Results --- +2025-10-23 11:18:28,131 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 11:18:28,173 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 11:18:28,176 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 11:18:28,186 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 11:18:28,219 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 11:18:28,228 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 11:18:32,277 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 11:18:32,897 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 11:19:27,634 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 11:19:27,657 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 11:19:27,680 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 11:19:27,689 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 11:19:27,701 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 11:19:27,711 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 11:19:31,006 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 11:19:31,794 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 11:20:01,289 agent_server.py [line:70] INFO request: {'user_id': 'string', 'num_outfits': 4, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-23 11:20:01,290 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:20:05,061 agent_server.py [line:76] INFO request_summary: ```json +{ + "occasion": "Not specified", + "style": "Not specified", + "color_preference": "No preference", + "clothing_type": "Chinese style cheongsam", + "vibe_or_details": "Chinese aesthetic" +} +``` +2025-10-23 11:20:05,061 agent_server.py [line:102] INFO --- Started 4 concurrent outfit generation tasks. --- +2025-10-23 11:20:05,118 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:20:05,127 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:20:05,135 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:20:05,143 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:20:09,011 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:20:09,016 agent_server.py [line:135] INFO data: {'status': 'ok', 'message': '', 'path': '', 'outfit_id': '2c810463-b7ca-4b0d-b421-354bcfca904c'} +2025-10-23 11:20:09,057 minio_client.py [line:105] INFO ✅ JSON file uploaded successfully to lanecarford/lc_stylist_agent_outfit_items/string/6e8d8ac5-c1ea-4c7f-baa5-0c4fc7dd8b67.json +2025-10-23 11:20:09,057 agent_server.py [line:135] INFO data: {'status': 'stop', 'message': 'Finish reason: Duplicate item selected.', 'path': '', 'outfit_id': 'fa846539-1752-4e25-bf9f-56fba4b2d79d'} +2025-10-23 11:20:09,058 agent_server.py [line:135] INFO data: {'status': 'finish', 'message': 'Finish reason: Uploading the outfit json file is completed', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/6e8d8ac5-c1ea-4c7f-baa5-0c4fc7dd8b67.json', 'outfit_id': 'fa846539-1752-4e25-bf9f-56fba4b2d79d'} +2025-10-23 11:20:09,058 agent_server.py [line:113] INFO Outfit fa846539-1752-4e25-bf9f-56fba4b2d79d completed. Total done: 1/4 +2025-10-23 11:20:10,192 minio_client.py [line:105] INFO ✅ JSON file uploaded successfully to lanecarford/lc_stylist_agent_outfit_items/string/d5d0d363-026d-4369-84dd-5b40e7ae5817.json +2025-10-23 11:20:10,193 agent_server.py [line:135] INFO data: {'status': 'stop', 'message': 'Finish reason: Duplicate item selected.', 'path': '', 'outfit_id': '918521d9-aaf1-496b-8d4a-1b6fe0797589'} +2025-10-23 11:20:10,193 agent_server.py [line:135] INFO data: {'status': 'finish', 'message': 'Finish reason: Uploading the outfit json file is completed', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/d5d0d363-026d-4369-84dd-5b40e7ae5817.json', 'outfit_id': '918521d9-aaf1-496b-8d4a-1b6fe0797589'} +2025-10-23 11:20:10,193 agent_server.py [line:113] INFO Outfit 918521d9-aaf1-496b-8d4a-1b6fe0797589 completed. Total done: 2/4 +2025-10-23 11:20:11,527 minio_client.py [line:105] INFO ✅ JSON file uploaded successfully to lanecarford/lc_stylist_agent_outfit_items/string/cb7394f5-37c3-4df5-9a6e-b919fbaa8343.json +2025-10-23 11:20:11,527 agent_server.py [line:135] INFO data: {'status': 'stop', 'message': 'Finish reason: Duplicate item selected.', 'path': '', 'outfit_id': '10b237b1-83bf-4e6f-afec-4d44e94efd3f'} +2025-10-23 11:20:11,527 agent_server.py [line:135] INFO data: {'status': 'finish', 'message': 'Finish reason: Uploading the outfit json file is completed', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/cb7394f5-37c3-4df5-9a6e-b919fbaa8343.json', 'outfit_id': '10b237b1-83bf-4e6f-afec-4d44e94efd3f'} +2025-10-23 11:20:11,527 agent_server.py [line:113] INFO Outfit 10b237b1-83bf-4e6f-afec-4d44e94efd3f completed. Total done: 3/4 +2025-10-23 11:20:46,654 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:20:46,658 agent_server.py [line:135] INFO data: {'status': 'ok', 'message': 'Finish reason: Duplicate item selected.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/c2feb0de-65f0-47c8-b880-387cee2d29da.jpg', 'outfit_id': '2c810463-b7ca-4b0d-b421-354bcfca904c'} +2025-10-23 11:21:34,535 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:21:34,539 agent_server.py [line:135] INFO data: {'status': 'ok', 'message': 'Finish reason: Duplicate item selected.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/14bce83e-e756-42ea-bbdf-ce9871daf50a.jpg', 'outfit_id': '2c810463-b7ca-4b0d-b421-354bcfca904c'} +2025-10-23 11:21:59,202 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:21:59,206 agent_server.py [line:135] INFO data: {'status': 'ok', 'message': 'Finish reason: Duplicate item selected.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/67ead470-42ba-492e-8d21-ed829e24ba4b.jpg', 'outfit_id': '2c810463-b7ca-4b0d-b421-354bcfca904c'} +2025-10-23 11:22:11,106 minio_client.py [line:105] INFO ✅ JSON file uploaded successfully to lanecarford/lc_stylist_agent_outfit_items/string/2005d954-2392-4b17-8d8a-b285bc7bf38a.json +2025-10-23 11:22:11,106 agent_server.py [line:135] INFO data: {'status': 'stop', 'message': 'Finish reason: Duplicate item selected.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/0777d807-5646-4ce0-90b4-c1416637ef04.jpg', 'outfit_id': '2c810463-b7ca-4b0d-b421-354bcfca904c'} +2025-10-23 11:22:11,106 agent_server.py [line:135] INFO data: {'status': 'finish', 'message': 'Finish reason: Uploading the outfit json file is completed', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/2005d954-2392-4b17-8d8a-b285bc7bf38a.json', 'outfit_id': '2c810463-b7ca-4b0d-b421-354bcfca904c'} +2025-10-23 11:22:11,107 agent_server.py [line:113] INFO Outfit 2c810463-b7ca-4b0d-b421-354bcfca904c completed. Total done: 4/4 +2025-10-23 11:22:11,107 agent_server.py [line:124] INFO --- Final Recommendation Results: All tasks finished and merged. --- +2025-10-23 11:24:50,359 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 11:24:50,371 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 11:24:50,404 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 11:24:50,413 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 11:24:50,416 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 11:24:50,425 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 11:24:54,163 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 11:24:55,305 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 11:25:01,832 agent_server.py [line:70] INFO request: {'user_id': 'string', 'num_outfits': 4, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-23 11:25:01,833 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:25:05,825 agent_server.py [line:76] INFO request_summary: ```json +{ + "occasion": "Not specified, assistant is asking for details (e.g., special event, celebration)", + "style": "Chinese style, assistant is asking for more details (e.g., traditional, modern, elegant, formal, casual, contemporary)", + "color_preference": "Not specified", + "clothing_type": "Cheongsam", + "vibe_or_details": "Chinese aesthetic" +} +``` +2025-10-23 11:25:05,826 agent_server.py [line:102] INFO --- Started 4 concurrent outfit generation tasks. --- +2025-10-23 11:25:05,866 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:25:05,873 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:25:05,879 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:25:05,884 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:25:26,001 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:25:26,007 agent_server.py [line:135] INFO data: {'status': 'ok', 'message': '', 'path': '', 'outfit_id': 'ad68ad14-b881-4281-b044-8b7d6c63a7e6'} +2025-10-23 11:25:43,263 minio_client.py [line:105] INFO ✅ JSON file uploaded successfully to lanecarford/lc_stylist_agent_outfit_items/string/8018ca0e-c597-498f-b6a0-25927e758d5b.json +2025-10-23 11:26:53,700 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 11:26:53,744 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 11:26:53,753 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 11:26:53,791 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 11:26:53,837 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 11:26:53,847 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 11:26:58,122 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 11:26:58,122 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 11:27:06,240 agent_server.py [line:45] INFO request: {'user_id': 'string', 'num_outfits': 4, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-23 11:27:06,242 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:27:08,623 agent_server.py [line:51] INFO request_summary: ```json +{ + "occasion": null, + "style": null, + "color_preference": "No preference", + "clothing_type": "Chinese style cheongsam", + "vibe_or_details": null +} +``` +2025-10-23 11:27:08,688 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:27:15,181 agent_server.py [line:65] INFO data: {'status': 'ok', 'message': '', 'path': '', 'outfit_id': '4ace98e2-fc3c-4da1-8a66-b1f18358cdd1'} +2025-10-23 11:27:15,182 agent_server.py [line:65] INFO data: {'status': None, 'message': '', 'path': '', 'outfit_id': '4ace98e2-fc3c-4da1-8a66-b1f18358cdd1'} +2025-10-23 11:27:15,654 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:27:23,943 agent_server.py [line:65] INFO data: {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/372257a1-75a2-4f58-8f51-bffb84ac949f.jpg', 'outfit_id': '4ace98e2-fc3c-4da1-8a66-b1f18358cdd1'} +2025-10-23 11:27:24,367 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:27:49,603 agent_server.py [line:65] INFO data: {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/1dc4d364-3d80-4258-afc8-a0e1026d07eb.jpg', 'outfit_id': '4ace98e2-fc3c-4da1-8a66-b1f18358cdd1'} +2025-10-23 11:27:50,012 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:28:35,706 agent_server.py [line:65] INFO data: {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/55c2199b-a6fc-4ec5-9f9b-a355cf6a0c45.jpg', 'outfit_id': '4ace98e2-fc3c-4da1-8a66-b1f18358cdd1'} +2025-10-23 11:28:36,168 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:29:03,107 agent_server.py [line:65] INFO data: {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/32ba57ef-c0f5-4127-93a1-67a363b698d7.jpg', 'outfit_id': '4ace98e2-fc3c-4da1-8a66-b1f18358cdd1'} +2025-10-23 11:29:03,108 agent_server.py [line:65] INFO data: {'status': 'stop', 'message': 'Finish reason: Reached max outfit length.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/32ba57ef-c0f5-4127-93a1-67a363b698d7.jpg', 'outfit_id': '4ace98e2-fc3c-4da1-8a66-b1f18358cdd1'} +2025-10-23 11:29:03,132 minio_client.py [line:105] INFO ✅ JSON file uploaded successfully to lanecarford/lc_stylist_agent_outfit_items/string/bdada992-5da4-4a4b-8313-39c2cd18ebee.json +2025-10-23 11:29:03,133 agent_server.py [line:65] INFO data: {'status': 'finish', 'message': 'Finish reason: Uploading the outfit json file is completed', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/bdada992-5da4-4a4b-8313-39c2cd18ebee.json', 'outfit_id': '4ace98e2-fc3c-4da1-8a66-b1f18358cdd1'} +2025-10-23 11:29:03,139 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:29:06,431 agent_server.py [line:65] INFO data: {'status': 'ok', 'message': 'Finish reason: Reached max outfit length.', 'path': '', 'outfit_id': 'd156fb58-e9b1-47f2-b9c8-15d6b50f38e3'} +2025-10-23 11:29:06,738 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:29:12,217 agent_server.py [line:65] INFO data: {'status': 'ok', 'message': 'Finish reason: Reached max outfit length.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/4461112f-ba84-441f-a557-bf48491c0a50.jpg', 'outfit_id': 'd156fb58-e9b1-47f2-b9c8-15d6b50f38e3'} +2025-10-23 11:29:12,593 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:29:52,020 agent_server.py [line:65] INFO data: {'status': 'ok', 'message': 'Finish reason: Reached max outfit length.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/310d14c6-e5f7-4f7a-a091-df7c23f349bd.jpg', 'outfit_id': 'd156fb58-e9b1-47f2-b9c8-15d6b50f38e3'} +2025-10-23 11:29:52,501 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:30:26,208 agent_server.py [line:65] INFO data: {'status': 'stop', 'message': 'Finish reason: Duplicate item selected.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/f196dcbb-e60e-4bc1-9c04-db0744a86317.jpg', 'outfit_id': 'd156fb58-e9b1-47f2-b9c8-15d6b50f38e3'} +2025-10-23 11:30:26,219 minio_client.py [line:105] INFO ✅ JSON file uploaded successfully to lanecarford/lc_stylist_agent_outfit_items/string/d9ee3b3d-7f8b-431a-a860-948157c3997f.json +2025-10-23 11:30:26,219 agent_server.py [line:65] INFO data: {'status': 'finish', 'message': 'Finish reason: Uploading the outfit json file is completed', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/d9ee3b3d-7f8b-431a-a860-948157c3997f.json', 'outfit_id': 'd156fb58-e9b1-47f2-b9c8-15d6b50f38e3'} +2025-10-23 11:30:26,224 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:30:31,001 agent_server.py [line:65] INFO data: {'status': 'ok', 'message': 'Finish reason: Duplicate item selected.', 'path': '', 'outfit_id': 'ccecd1dc-ddcb-421c-a6a2-6448c89c3e2b'} +2025-10-23 11:30:31,303 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:30:49,896 agent_server.py [line:65] INFO data: {'status': 'ok', 'message': 'Finish reason: Duplicate item selected.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/5aa90e6b-d88b-4cd5-953b-95a3b83c0e1a.jpg', 'outfit_id': 'ccecd1dc-ddcb-421c-a6a2-6448c89c3e2b'} +2025-10-23 11:30:50,305 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:31:00,222 agent_server.py [line:65] INFO data: {'status': 'ok', 'message': 'Finish reason: Duplicate item selected.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/6766500f-e68b-4e78-a2c4-d1f471a336e6.jpg', 'outfit_id': 'ccecd1dc-ddcb-421c-a6a2-6448c89c3e2b'} +2025-10-23 11:31:00,611 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:31:36,207 agent_server.py [line:65] INFO data: {'status': 'stop', 'message': 'Finish reason: Duplicate item selected.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/d6722e1c-b416-4f2f-a451-654380c259ce.jpg', 'outfit_id': 'ccecd1dc-ddcb-421c-a6a2-6448c89c3e2b'} +2025-10-23 11:31:36,218 minio_client.py [line:105] INFO ✅ JSON file uploaded successfully to lanecarford/lc_stylist_agent_outfit_items/string/29f27155-ee33-4abf-b953-feaeab4dddad.json +2025-10-23 11:31:36,218 agent_server.py [line:65] INFO data: {'status': 'finish', 'message': 'Finish reason: Uploading the outfit json file is completed', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/29f27155-ee33-4abf-b953-feaeab4dddad.json', 'outfit_id': 'ccecd1dc-ddcb-421c-a6a2-6448c89c3e2b'} +2025-10-23 11:31:36,223 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:31:39,234 agent_server.py [line:65] INFO data: {'status': 'ok', 'message': 'Finish reason: Duplicate item selected.', 'path': '', 'outfit_id': 'f4cb025a-3472-4951-8a1f-92b661b28e8c'} +2025-10-23 11:31:39,566 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:31:45,494 agent_server.py [line:65] INFO data: {'status': 'ok', 'message': 'Finish reason: Duplicate item selected.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/9a99e594-0a0d-4b6b-ab2b-d9af1127a355.jpg', 'outfit_id': 'f4cb025a-3472-4951-8a1f-92b661b28e8c'} +2025-10-23 11:31:45,858 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:32:02,528 agent_server.py [line:65] INFO data: {'status': 'ok', 'message': 'Finish reason: Duplicate item selected.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/98191298-4ac1-4be8-bc0b-6e065b0a5263.jpg', 'outfit_id': 'f4cb025a-3472-4951-8a1f-92b661b28e8c'} +2025-10-23 11:32:02,915 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:32:33,491 agent_server.py [line:65] INFO data: {'status': 'ok', 'message': 'Finish reason: Duplicate item selected.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/659e56c9-5c7f-4199-9427-c39a52a57ded.jpg', 'outfit_id': 'f4cb025a-3472-4951-8a1f-92b661b28e8c'} +2025-10-23 11:32:33,943 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:33:23,443 agent_server.py [line:65] INFO data: {'status': 'stop', 'message': 'Finish reason: Duplicate item selected.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/bb779d0c-d0a4-4718-bd0f-c0746a75b6e9.jpg', 'outfit_id': 'f4cb025a-3472-4951-8a1f-92b661b28e8c'} +2025-10-23 11:33:23,455 minio_client.py [line:105] INFO ✅ JSON file uploaded successfully to lanecarford/lc_stylist_agent_outfit_items/string/dbecf137-1b05-40fb-939c-8cca26cd9442.json +2025-10-23 11:33:23,455 agent_server.py [line:65] INFO data: {'status': 'finish', 'message': 'Finish reason: Uploading the outfit json file is completed', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/dbecf137-1b05-40fb-939c-8cca26cd9442.json', 'outfit_id': 'f4cb025a-3472-4951-8a1f-92b661b28e8c'} +2025-10-23 11:33:23,455 agent_server.py [line:61] INFO +--- Final Recommendation Results --- +2025-10-23 13:25:28,620 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 13:25:28,663 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 13:25:28,665 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 13:25:28,675 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 13:25:28,708 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 13:25:28,717 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 13:25:32,800 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 13:25:32,869 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 13:25:37,723 agent_server.py [line:46] INFO request: {'user_id': 'string', 'num_outfits': 4, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-23 13:25:37,724 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:25:40,943 agent_server.py [line:52] INFO request_summary: ```json +{ + "occasion": "Not specified", + "style": "Chinese traditional (cheongsam)", + "color_preference": "No preference", + "clothing_type": "Cheongsam (旗袍)", + "vibe_or_details": "Chinese style" +} +``` +2025-10-23 13:25:47,625 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:25:49,542 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:25:50,814 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:25:52,159 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:26:01,351 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:26:01,391 minio_client.py [line:105] INFO ✅ JSON file uploaded successfully to lanecarford/lc_stylist_agent_outfit_items/string/f2c7668d-e445-4416-bb64-b200f2835e40.json +2025-10-23 13:26:01,421 minio_client.py [line:105] INFO ✅ JSON file uploaded successfully to lanecarford/lc_stylist_agent_outfit_items/string/f2a64497-9b91-4bbc-ac44-325e49db7b60.json +2025-10-23 13:26:01,452 minio_client.py [line:105] INFO ✅ JSON file uploaded successfully to lanecarford/lc_stylist_agent_outfit_items/string/a152d27a-06dd-4b10-9329-f85807158703.json +2025-10-23 13:27:13,857 minio_client.py [line:105] INFO ✅ JSON file uploaded successfully to lanecarford/lc_stylist_agent_outfit_items/string/61979b6f-4627-4e6c-b3b3-6cb5a2e30064.json +2025-10-23 13:28:06,446 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 13:28:06,492 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 13:28:06,497 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 13:28:06,502 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 13:28:06,544 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 13:28:06,553 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 13:28:11,341 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 13:28:11,585 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 13:28:14,248 agent_server.py [line:46] INFO request: {'user_id': 'string', 'num_outfits': 4, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-23 13:28:14,248 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:28:20,805 agent_server.py [line:52] INFO request_summary: ```json +{ + "occasion": "Not specified", + "style": "Chinese style", + "color_preference": "No preference", + "clothing_type": "Cheongsam", + "vibe_or_details": "No specific details" +} +``` +2025-10-23 13:28:25,126 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:28:26,577 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:28:27,659 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:28:28,798 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:28:39,554 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:29:24,681 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:29:54,405 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 13:29:54,431 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 13:29:54,451 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 13:29:54,460 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 13:29:54,475 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 13:29:54,485 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 13:29:58,510 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 13:29:59,200 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 13:30:29,611 agent_server.py [line:46] INFO request: {'user_id': 'string', 'num_outfits': 4, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-23 13:30:29,612 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:30:33,707 agent_server.py [line:52] INFO request_summary: ```json +{ + "occasion": "Special event or celebration", + "style": "Chinese traditional elegance", + "color_preference": "No preference", + "clothing_type": "Cheongsam (qipao), Chinese style", + "vibe_or_details": "Elegant and formal" +} +``` +2025-10-23 13:30:42,522 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:30:57,725 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:31:01,957 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:31:04,104 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:31:16,166 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:31:41,077 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:31:50,086 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:43:46,382 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 13:43:46,412 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 13:43:46,427 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 13:43:46,436 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 13:43:46,456 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 13:43:46,466 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 13:43:51,446 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 13:43:52,394 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 4, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-23 13:43:52,395 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:43:56,097 agent_server.py [line:53] INFO request_summary: ```json +{ + "occasion": "Not specified", + "style": "Chinese style", + "color_preference": "No preference", + "clothing_type": "Cheongsam", + "vibe_or_details": "Traditional Chinese aesthetics" +} +``` +2025-10-23 13:43:56,098 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 13:43:56,172 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 13:43:56,228 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 13:43:56,283 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 13:43:58,756 stylist_agent_server.py [line:274] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': 'dce4e9c0-a5be-4268-adff-9552caddd22f'} +2025-10-23 13:43:58,757 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:43:58,765 stylist_agent_server.py [line:274] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': 'bc602866-1120-4882-bba3-31bfe684e049'} +2025-10-23 13:43:58,765 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:43:58,770 stylist_agent_server.py [line:274] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': '0ceb3eb5-8020-4600-97d3-0f50a5e0983b'} +2025-10-23 13:43:58,771 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:43:58,776 stylist_agent_server.py [line:274] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': 'b4636bcf-6fe6-4707-90c2-e75857957644'} +2025-10-23 13:43:58,777 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:44:02,849 stylist_agent_server.py [line:364] INFO {'status': 'ok', 'message': '', 'path': '', 'outfit_id': '0ceb3eb5-8020-4600-97d3-0f50a5e0983b'} +2025-10-23 13:44:03,381 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:44:03,415 stylist_agent_server.py [line:364] INFO {'status': 'ok', 'message': '', 'path': '', 'outfit_id': 'bc602866-1120-4882-bba3-31bfe684e049'} +2025-10-23 13:44:03,798 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:44:04,985 stylist_agent_server.py [line:364] INFO {'status': 'ok', 'message': '', 'path': '', 'outfit_id': 'dce4e9c0-a5be-4268-adff-9552caddd22f'} +2025-10-23 13:44:05,342 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:44:05,374 stylist_agent_server.py [line:364] INFO {'status': 'ok', 'message': '', 'path': '', 'outfit_id': 'b4636bcf-6fe6-4707-90c2-e75857957644'} +2025-10-23 13:44:05,835 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:44:11,594 stylist_agent_server.py [line:364] INFO {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/bcff7784-855a-4650-a54c-0f08fa0c8c95.jpg', 'outfit_id': 'bc602866-1120-4882-bba3-31bfe684e049'} +2025-10-23 13:44:11,911 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:44:15,744 stylist_agent_server.py [line:364] INFO {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/23e31943-ece7-4a62-87c5-b31818a4b811.jpg', 'outfit_id': '0ceb3eb5-8020-4600-97d3-0f50a5e0983b'} +2025-10-23 13:44:16,113 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:44:16,432 stylist_agent_server.py [line:364] INFO {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/eff89bcf-15d6-45a9-838f-fc667d664fda.jpg', 'outfit_id': 'b4636bcf-6fe6-4707-90c2-e75857957644'} +2025-10-23 13:44:16,770 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:44:20,357 stylist_agent_server.py [line:341] INFO {'status': 'stop', 'message': 'Finish reason: Duplicate item selected.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/5de155d0-56a6-43e8-a2f1-7538fce86220.jpg', 'outfit_id': 'bc602866-1120-4882-bba3-31bfe684e049'} +2025-10-23 13:44:20,358 stylist_agent_server.py [line:398] INFO {'status': 'stop', 'message': 'Finish reason: Duplicate item selected.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/5de155d0-56a6-43e8-a2f1-7538fce86220.jpg', 'outfit_id': 'bc602866-1120-4882-bba3-31bfe684e049'} +2025-10-23 13:44:25,524 stylist_agent_server.py [line:364] INFO {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/a92afc54-a169-4f17-97b1-a347b01f65e5.jpg', 'outfit_id': 'b4636bcf-6fe6-4707-90c2-e75857957644'} +2025-10-23 13:44:25,895 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:44:25,958 stylist_agent_server.py [line:364] INFO {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/d8551497-07a3-43aa-8b0e-f7d3fdbaecd3.jpg', 'outfit_id': '0ceb3eb5-8020-4600-97d3-0f50a5e0983b'} +2025-10-23 13:44:26,434 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:44:33,940 stylist_agent_server.py [line:364] INFO {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/77998525-5fca-4a9a-abc3-57ab0bd6d906.jpg', 'outfit_id': 'dce4e9c0-a5be-4268-adff-9552caddd22f'} +2025-10-23 13:44:34,274 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:44:41,417 stylist_agent_server.py [line:364] INFO {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/bd4e3dae-38c5-46a5-ace1-0981d2a824c0.jpg', 'outfit_id': 'b4636bcf-6fe6-4707-90c2-e75857957644'} +2025-10-23 13:44:41,830 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:44:41,861 stylist_agent_server.py [line:364] INFO {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/04c2e2d1-24c7-4770-8501-448624327e13.jpg', 'outfit_id': '0ceb3eb5-8020-4600-97d3-0f50a5e0983b'} +2025-10-23 13:44:42,284 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:44:44,902 stylist_agent_server.py [line:364] INFO {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/d4f54181-4f07-4ca1-ad89-45fcea73dc65.jpg', 'outfit_id': 'dce4e9c0-a5be-4268-adff-9552caddd22f'} +2025-10-23 13:44:45,255 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:44:55,768 stylist_agent_server.py [line:364] INFO {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/5bd19a7c-2c9e-405b-896b-84f2169c1c3a.jpg', 'outfit_id': 'b4636bcf-6fe6-4707-90c2-e75857957644'} +2025-10-23 13:44:55,768 stylist_agent_server.py [line:385] INFO {'status': 'stop', 'message': 'Finish reason: Reached max outfit length.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/5bd19a7c-2c9e-405b-896b-84f2169c1c3a.jpg'} +2025-10-23 13:44:55,778 stylist_agent_server.py [line:398] INFO {'status': 'stop', 'message': 'Finish reason: Reached max outfit length.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/5bd19a7c-2c9e-405b-896b-84f2169c1c3a.jpg'} +2025-10-23 13:44:58,356 stylist_agent_server.py [line:364] INFO {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/b329df14-9b79-4ca5-8831-1a306acfed20.jpg', 'outfit_id': 'dce4e9c0-a5be-4268-adff-9552caddd22f'} +2025-10-23 13:44:58,787 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:45:01,119 stylist_agent_server.py [line:341] INFO {'status': 'stop', 'message': 'Finish reason: Duplicate item selected.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/1cd1803c-5f51-4961-a4f2-2acd3e0d8294.jpg', 'outfit_id': '0ceb3eb5-8020-4600-97d3-0f50a5e0983b'} +2025-10-23 13:45:01,120 stylist_agent_server.py [line:398] INFO {'status': 'stop', 'message': 'Finish reason: Duplicate item selected.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/1cd1803c-5f51-4961-a4f2-2acd3e0d8294.jpg', 'outfit_id': '0ceb3eb5-8020-4600-97d3-0f50a5e0983b'} +2025-10-23 13:45:20,358 stylist_agent_server.py [line:364] INFO {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/7fed1c7b-9efd-41fa-a335-182c310ea611.jpg', 'outfit_id': 'dce4e9c0-a5be-4268-adff-9552caddd22f'} +2025-10-23 13:45:20,358 stylist_agent_server.py [line:385] INFO {'status': 'stop', 'message': 'Finish reason: Reached max outfit length.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/7fed1c7b-9efd-41fa-a335-182c310ea611.jpg'} +2025-10-23 13:45:20,359 stylist_agent_server.py [line:398] INFO {'status': 'stop', 'message': 'Finish reason: Reached max outfit length.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/7fed1c7b-9efd-41fa-a335-182c310ea611.jpg'} +2025-10-23 13:54:25,342 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 13:54:25,366 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 13:54:25,388 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 13:54:25,397 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 13:54:25,411 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 13:54:25,420 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 13:54:29,582 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 13:54:54,573 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 4, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-23 13:54:54,574 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:54:57,710 agent_server.py [line:53] INFO request_summary: ```json +{ + "occasion": "No preference", + "style": "Chinese style", + "color_preference": "No preference", + "clothing_type": "Cheongsam", + "vibe_or_details": "No preference" +} +``` +2025-10-23 13:54:57,711 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 13:54:57,767 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 13:54:57,819 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 13:54:57,872 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 13:54:57,954 stylist_agent_server.py [line:274] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': '6b22e935-0db7-4837-8e0f-6e2b8d1928c8'} +2025-10-23 13:54:57,954 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:54:57,958 stylist_agent_server.py [line:274] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': '9a6a2b1a-e04e-491d-83a3-9d2eded56584'} +2025-10-23 13:54:57,959 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:54:57,963 stylist_agent_server.py [line:274] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': 'fbdba0ee-bf25-4487-a88f-29d00507f248'} +2025-10-23 13:54:57,964 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:54:57,970 stylist_agent_server.py [line:274] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': 'b1b256ce-0648-44b1-abe4-10c9c96e461b'} +2025-10-23 13:54:57,970 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:05:50,606 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:05:50,606 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:05:50,651 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 14:05:50,651 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 14:05:50,660 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 14:05:50,660 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 14:05:55,033 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:06:00,209 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 4, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-23 14:06:00,210 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:06:07,708 agent_server.py [line:53] INFO request_summary: ```json +{ + "occasion": "Unspecified", + "style": "Chinese style", + "color_preference": "No preference", + "clothing_type": "Cheongsam", + "vibe_or_details": "No additional details" +} +``` +2025-10-23 14:06:07,709 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:06:07,765 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:06:07,819 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:06:07,872 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:06:07,953 stylist_agent_server.py [line:275] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': 'eb372841-06de-4441-a156-5d1e53c1203c', 'items': []} +2025-10-23 14:06:07,953 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:06:07,958 stylist_agent_server.py [line:275] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': 'f9dde999-80c2-46d2-970d-78e28410bd68', 'items': []} +2025-10-23 14:06:07,959 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:06:07,963 stylist_agent_server.py [line:275] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': '694d1893-9ee9-48b0-ae4e-5b602c13d82d', 'items': []} +2025-10-23 14:06:07,964 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:06:07,969 stylist_agent_server.py [line:275] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': 'c6322143-7b86-440f-97a4-d6568e4da393', 'items': []} +2025-10-23 14:06:07,970 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:07:15,894 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:07:43,086 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:08:03,031 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:09:36,436 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:09:36,445 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:09:36,482 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 14:09:36,491 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 14:09:36,492 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 14:09:36,501 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 14:09:41,297 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:09:49,328 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 4, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-23 14:09:49,329 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:09:53,829 agent_server.py [line:53] INFO request_summary: ```json +{ + "occasion": "No preference", + "style": "Chinese style", + "color_preference": "No preference", + "clothing_type": "Cheongsam (Qipao)", + "vibe_or_details": "Chinese cultural aesthetic" +} +``` +2025-10-23 14:09:53,830 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:09:53,887 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:09:53,940 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:09:53,993 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:09:54,083 stylist_agent_server.py [line:275] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': '60416e04-6303-41e7-a086-945e03e5d215', 'items': []} +2025-10-23 14:09:54,083 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:09:54,088 stylist_agent_server.py [line:275] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': '650a6975-7f43-489e-964a-8befba246585', 'items': []} +2025-10-23 14:09:54,088 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:09:54,093 stylist_agent_server.py [line:275] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': 'e6988ddf-410f-407f-a664-107e27004a6d', 'items': []} +2025-10-23 14:09:54,093 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:09:54,098 stylist_agent_server.py [line:275] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': '24986e27-f964-4d27-8a13-417d87f3cf9a', 'items': []} +2025-10-23 14:09:54,098 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:10:03,704 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:11:55,714 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:11:55,762 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 14:11:55,763 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:11:55,772 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 14:11:55,809 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 14:11:55,819 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 14:12:00,397 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:12:13,190 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 4, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-23 14:12:13,191 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:12:17,090 agent_server.py [line:53] INFO request_summary: ```json +{ + "occasion": "Not specified", + "style": "Chinese traditional aesthetic", + "color_preference": "No preference", + "clothing_type": "Cheongsam", + "vibe_or_details": "Chinese style" +} +``` +2025-10-23 14:12:17,090 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:12:17,146 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:12:17,201 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:12:17,256 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:12:17,409 stylist_agent_server.py [line:275] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': '109380f4-2492-4d00-ac1b-95a58d732df7', 'items': []} +2025-10-23 14:12:17,409 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:12:17,414 stylist_agent_server.py [line:275] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': 'f3721f46-c549-4189-a7a4-280d7317e557', 'items': []} +2025-10-23 14:12:17,414 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:12:17,419 stylist_agent_server.py [line:275] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': 'd2204d6e-cbfa-4afd-b210-a7ae5b608916', 'items': []} +2025-10-23 14:12:17,420 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:12:17,426 stylist_agent_server.py [line:275] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': 'ef5d6386-1f0d-4384-b190-16eb78872153', 'items': []} +2025-10-23 14:12:17,426 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:12:38,274 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:12:56,300 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:13:03,927 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:13:10,972 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:13:13,194 stylist_agent_server.py [line:356] INFO {'status': 'stop', 'message': 'Finish reason: Duplicate item selected.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/9dd7568b-75e5-48e0-8f6f-588b49dd607f.jpg', 'outfit_id': 'd2204d6e-cbfa-4afd-b210-a7ae5b608916', 'items': ['EKO522']} +2025-10-23 14:13:13,194 stylist_agent_server.py [line:357] INFO [{'item_id': 'EKO522', 'category': 'Dresses', 'gpt_description': 'Slim-fit cheongsam dress in a vibrant red silk blend, featuring intricate gold and emerald floral embroidery that evokes a traditional Chinese aesthetic. The dress has a classic mandarin collar and short sleeves, serving as the central piece and primary pattern for the outfit.', 'description': "Add an edgy urban touch to your wardrobe with this pre-styled dress from alexanderwang which can be worn as a dress when closed or as a blazer when open. It is intentionally tucked at the yoke to evoke a layered look, underscoring this collection's theme of morphed tailoring, a study in the evolution of the garment.", 'image_path': 'EKO522.jpg'}] +2025-10-23 14:13:22,047 stylist_agent_server.py [line:356] INFO {'status': 'stop', 'message': 'Finish reason: Duplicate item selected.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/f69e6a38-6230-4398-ac81-7d3fbcc7d314.jpg', 'outfit_id': 'f3721f46-c549-4189-a7a4-280d7317e557', 'items': ['EKO522']} +2025-10-23 14:13:22,047 stylist_agent_server.py [line:357] INFO [{'item_id': 'EKO522', 'category': 'Dresses', 'gpt_description': "A slim-fit, floor-length Cheongsam dress in a rich sapphire blue silk, featuring an intricate traditional Chinese floral pattern embroidered in gold and deep red hues. It has a classic mandarin collar, frog button fastenings, and a high side slit for a traditional yet elegant silhouette. This dress serves as the primary garment, embodying the Chinese traditional aesthetic and setting the 'heavy print' foundation for the outfit.", 'description': "Add an edgy urban touch to your wardrobe with this pre-styled dress from alexanderwang which can be worn as a dress when closed or as a blazer when open. It is intentionally tucked at the yoke to evoke a layered look, underscoring this collection's theme of morphed tailoring, a study in the evolution of the garment.", 'image_path': 'EKO522.jpg'}] +2025-10-23 14:13:26,653 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:13:29,495 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:13:47,830 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:13:51,970 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:13:58,496 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:14:02,277 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:14:11,775 stylist_agent_server.py [line:353] INFO {'status': 'stop', 'message': 'Finish reason: Reached max outfit length.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/e2ff7826-ae7f-4799-a76c-6f9e103759f3.jpg', 'outfit_id': '109380f4-2492-4d00-ac1b-95a58d732df7', 'items': ['EKO522', 'EHJ697', 'EHK161', 'ELH616', 'EJU066']} +2025-10-23 14:14:11,776 stylist_agent_server.py [line:356] INFO {'status': 'stop', 'message': 'Finish reason: Reached max outfit length.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/e2ff7826-ae7f-4799-a76c-6f9e103759f3.jpg', 'outfit_id': '109380f4-2492-4d00-ac1b-95a58d732df7', 'items': ['EKO522', 'EHJ697', 'EHK161', 'ELH616', 'EJU066']} +2025-10-23 14:14:11,776 stylist_agent_server.py [line:357] INFO [{'item_id': 'EKO522', 'category': 'Dresses', 'gpt_description': 'A long, slim-fit cheongsam dress in a vibrant ruby red silk fabric, featuring an ornate embroidered pattern of traditional Chinese peonies and phoenixes in gold and deep blue threads. It has a high mandarin collar and delicate frog buttons, serving as the central and foundational piece for a Chinese traditional aesthetic outfit.', 'description': "Add an edgy urban touch to your wardrobe with this pre-styled dress from alexanderwang which can be worn as a dress when closed or as a blazer when open. It is intentionally tucked at the yoke to evoke a layered look, underscoring this collection's theme of morphed tailoring, a study in the evolution of the garment.", 'image_path': 'EKO522.jpg'}, {'item_id': 'EHJ697', 'category': 'Shoes', 'gpt_description': 'Solid black leather pointed low heels, designed with a sleek and sharp silhouette to complement the edgy urban aesthetic of the dress. These heels provide a subtle lift and sophisticated finish, grounding the morphed tailoring of the dress while adhering to the pure, solid color principle for shoes.', 'description': 'Thom Browne presents a delightful twist on tweed with these loafers, showcasing a woven texture that exudes charm and character. The classic penny style receives a fresh update through a navy hue and the iconic RWB tab, infusing the shoes with a modern and distinctive allure.', 'image_path': 'EHJ697.jpg'}, {'item_id': 'EHK161', 'category': 'Pants', 'gpt_description': "Dark wash indigo, straight-leg denim pants with a clean finish. These sturdy denim pants will be worn underneath the alexanderwang blazer-dress to introduce a textural contrast and achieve a 'pattern clash' with the dress's unique tailoring, completing the lower body in an edgy-casual manner as per the style guide's preference for denim items.", 'description': 'EENK serves boldness to their collections, showcasing the most unconventional designs like these half shorts that is accented with a lace panel and a lace trim. Adding a spin on a classic pair of white shorts, the exquisite details brings a sense of artistry to your look.', 'image_path': 'EHK161.jpg'}, {'item_id': 'ELH616', 'category': 'Handbags', 'gpt_description': "A structured, medium-sized solid black leather handbag with a sleek, minimalist design. It features a single top handle and an optional detachable shoulder strap, made from smooth, high-quality black leather, possibly with subtle gold-toned hardware. This bag serves as a pure, solid-colored accessory to ground the existing patterned elements of the outfit and aligns with the edgy urban aesthetic, while strictly adhering to the style guide's requirement for solid color leather bags.", 'description': 'The Ola is a soft, versatile and lightweight summer bag that is defined by a flowy, curved silhouette. Accented with a statement donut chain and a removable leather strap, this carryall complements perfectly from your resort-ready edits to your office curations.', 'image_path': 'ELH616.jpg'}, {'item_id': 'EJU066', 'category': 'Jewelry', 'gpt_description': 'A fine gold-toned chain necklace, approximately 18 inches in length, with a small, circular, polished gold pendant. This mandatory accessory adds a subtle touch of metallic warmth to the neckline, adhering to the gold tones preference outlined in the style guide.', 'description': "Explore Constellation collection bracelet where Tateossian blendsnature's beauty with enduring sophistication. This piece features rhodium-plated silver discs, accented by hand-carved moss agate rondelle beads for a touch of natural elegance.", 'image_path': 'EJU066.jpg'}] +2025-10-23 14:14:41,300 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:14:41,300 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:14:41,346 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 14:14:41,346 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 14:14:41,356 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 14:14:41,356 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 14:14:46,546 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:15:46,686 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 4, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-23 14:15:46,687 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:15:49,764 agent_server.py [line:53] INFO request_summary: ```json +{ + "occasion": "Not specified", + "style": "Not specified", + "color_preference": "No preference", + "clothing_type": "Chinese style cheongsam", + "vibe_or_details": "Not specified" +} +``` +2025-10-23 14:15:49,765 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:15:49,852 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:15:49,906 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:15:49,960 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:15:50,052 stylist_agent_server.py [line:275] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': '5f4a835e-b0e5-4932-8875-aa46b7b8dbfd', 'items': []} +2025-10-23 14:15:50,052 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:15:50,056 stylist_agent_server.py [line:275] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': '66ddb06a-73ca-4ed9-8dbb-2a99c550d9cf', 'items': []} +2025-10-23 14:15:50,057 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:15:50,062 stylist_agent_server.py [line:275] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': '0728807d-69f2-4524-b96e-a5c04455a097', 'items': []} +2025-10-23 14:15:50,062 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:15:50,068 stylist_agent_server.py [line:275] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': 'bad841e4-ccbf-481a-8406-7c55f170979b', 'items': []} +2025-10-23 14:15:50,068 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:15:54,878 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:15:56,974 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:15:59,060 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:16:00,560 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:16:03,967 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:16:13,889 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:16:14,986 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:16:24,520 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:16:29,136 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:16:33,990 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:16:36,324 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:16:40,688 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:16:46,028 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:16:53,207 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:16:55,538 stylist_agent_server.py [line:353] INFO {'status': 'stop', 'message': 'Finish reason: Reached max outfit length.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/76cff5dd-8e2d-4f61-8e22-2d64a606984d.jpg', 'outfit_id': '0728807d-69f2-4524-b96e-a5c04455a097', 'items': ['EKO522', 'EIQ863', 'EIJ070', 'EHJ697', 'ELH616']} +2025-10-23 14:16:55,538 stylist_agent_server.py [line:356] INFO {'status': 'stop', 'message': 'Finish reason: Reached max outfit length.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/76cff5dd-8e2d-4f61-8e22-2d64a606984d.jpg', 'outfit_id': '0728807d-69f2-4524-b96e-a5c04455a097', 'items': ['EKO522', 'EIQ863', 'EIJ070', 'EHJ697', 'ELH616']} +2025-10-23 14:17:01,494 stylist_agent_server.py [line:356] INFO {'status': 'stop', 'message': 'Finish reason: Duplicate item selected.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/c33cd98c-8947-4aef-9e13-1b21a51609fd.jpg', 'outfit_id': '66ddb06a-73ca-4ed9-8dbb-2a99c550d9cf', 'items': ['EKO522', 'EIQ863', 'EIJ070', 'EHJ697']} +2025-10-23 14:17:05,213 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:17:08,524 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:17:22,050 stylist_agent_server.py [line:353] INFO {'status': 'stop', 'message': 'Finish reason: Reached max outfit length.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/7a8a524a-d5ef-4fc8-b51e-aa8d91badd27.jpg', 'outfit_id': 'bad841e4-ccbf-481a-8406-7c55f170979b', 'items': ['EKO522', 'EIQ863', 'EKR023', 'EHJ697', 'ELH616']} +2025-10-23 14:17:22,050 stylist_agent_server.py [line:356] INFO {'status': 'stop', 'message': 'Finish reason: Reached max outfit length.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/7a8a524a-d5ef-4fc8-b51e-aa8d91badd27.jpg', 'outfit_id': 'bad841e4-ccbf-481a-8406-7c55f170979b', 'items': ['EKO522', 'EIQ863', 'EKR023', 'EHJ697', 'ELH616']} +2025-10-23 14:17:41,310 stylist_agent_server.py [line:353] INFO {'status': 'stop', 'message': 'Finish reason: Reached max outfit length.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/3ab49423-776a-4e76-a9ea-48cf524e9081.jpg', 'outfit_id': '5f4a835e-b0e5-4932-8875-aa46b7b8dbfd', 'items': ['EKO522', 'EIJ070', 'EIQ863', 'EHJ697', 'ELH616']} +2025-10-23 14:17:41,311 stylist_agent_server.py [line:356] INFO {'status': 'stop', 'message': 'Finish reason: Reached max outfit length.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/3ab49423-776a-4e76-a9ea-48cf524e9081.jpg', 'outfit_id': '5f4a835e-b0e5-4932-8875-aa46b7b8dbfd', 'items': ['EKO522', 'EIJ070', 'EIQ863', 'EHJ697', 'ELH616']} +2025-10-23 14:19:32,810 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:19:32,855 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 14:19:32,865 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 14:19:32,884 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:19:32,929 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 14:19:32,938 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 14:19:36,978 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:19:48,353 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 1, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-23 14:19:48,354 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:19:52,353 agent_server.py [line:53] INFO request_summary: ```json +{ + "occasion": "Not specified, looking for input on event type (e.g., special event, celebration)", + "style": "Chinese style (traditional, modern interpretation, elegant, formal, casual, or contemporary yet to be specified)", + "color_preference": "Not specified", + "clothing_type": "Cheongsam (Qipao)", + "vibe_or_details": "Not specified" +} +``` +2025-10-23 14:19:52,354 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:19:52,534 stylist_agent_server.py [line:275] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': '254d26ee-e46e-430d-86d7-5b4a3db8fe3d', 'items': []} +2025-10-23 14:19:58,063 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:20:09,717 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:20:45,984 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:21:51,456 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:21:51,501 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 14:21:51,510 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:21:51,511 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 14:21:51,557 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 14:21:51,566 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 14:21:54,332 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:21:55,358 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 1, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-23 14:21:55,359 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:21:58,420 agent_server.py [line:53] INFO request_summary: ```json +{ + "occasion": "Not specified", + "style": "Chinese style", + "color_preference": "No preference", + "clothing_type": "Cheongsam", + "vibe_or_details": "Traditional or modern interpretation, and formality (e.g., elegant and formal, or casual and contemporary) are not specified by the user." +} +``` +2025-10-23 14:21:58,421 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:21:58,505 stylist_agent_server.py [line:275] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': '4cbc3a70-8c7e-4cf0-b51d-7319a590cbf9', 'items': []} +2025-10-23 14:22:03,288 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:23:20,291 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:24:23,186 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:24:51,196 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:29:20,659 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:30:25,638 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:30:25,644 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:30:25,685 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 14:30:25,691 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 14:30:25,695 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 14:30:25,701 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 14:30:29,930 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:30:35,161 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 1, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-23 14:30:35,162 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:30:40,034 agent_server.py [line:53] INFO request_summary: ```json +{ + "occasion": null, + "style": "Chinese style", + "color_preference": null, + "clothing_type": "Cheongsam", + "vibe_or_details": null +} +``` +2025-10-23 14:30:40,035 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:30:40,269 stylist_agent_server.py [line:275] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': '15dfc4ba-51b8-49b2-b80f-a3cd4b652d4b', 'items': []} +2025-10-23 14:30:43,567 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:30:55,219 stylist_agent_server.py [line:356] INFO {'status': 'ok', 'message': '', 'path': '', 'outfit_id': '15dfc4ba-51b8-49b2-b80f-a3cd4b652d4b', 'items': ['EHV371']} +2025-10-23 14:30:57,189 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:31:02,866 stylist_agent_server.py [line:356] INFO {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/bfe16c02-3704-4518-b08d-c4d056f09a52.jpg', 'outfit_id': '15dfc4ba-51b8-49b2-b80f-a3cd4b652d4b', 'items': ['EHV371', 'EHJ697']} +2025-10-23 14:31:03,791 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:31:23,222 stylist_agent_server.py [line:356] INFO {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/58c99987-4950-44fa-b8c4-44f6a25beb1f.jpg', 'outfit_id': '15dfc4ba-51b8-49b2-b80f-a3cd4b652d4b', 'items': ['EHV371', 'EHJ697', 'EKR023']} +2025-10-23 14:33:38,446 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:33:38,475 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:33:38,491 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 14:33:38,501 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 14:33:38,520 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 14:33:38,530 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 14:33:43,267 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:33:50,298 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 1, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-23 14:33:50,299 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:33:53,466 agent_server.py [line:53] INFO request_summary: ```json +{ + "occasion": "Not specified", + "style": "Chinese style cheongsam", + "color_preference": "No preference", + "clothing_type": "Cheongsam", + "vibe_or_details": "Not specified" +} +``` +2025-10-23 14:33:53,466 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:33:53,792 stylist_agent_server.py [line:275] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': 'f65d857a-9c32-4a21-a06e-bd42d45e9fa2', 'items': []} +2025-10-23 14:33:56,592 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:34:02,957 stylist_agent_server.py [line:358] INFO {'status': 'ok', 'message': '', 'path': '', 'outfit_id': 'f65d857a-9c32-4a21-a06e-bd42d45e9fa2', 'items': ['']} +2025-10-23 14:34:11,915 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:34:20,742 stylist_agent_server.py [line:358] INFO {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/63d8af3c-9deb-40b8-aaf4-c97781d7853e.jpg', 'outfit_id': 'f65d857a-9c32-4a21-a06e-bd42d45e9fa2', 'items': ['', 'EKO522']} +2025-10-23 14:34:45,694 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:35:04,692 stylist_agent_server.py [line:358] INFO {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/220b7068-39e3-494f-8de5-45e217a4fb4e.jpg', 'outfit_id': 'f65d857a-9c32-4a21-a06e-bd42d45e9fa2', 'items': ['', 'EKO522', 'EIQ863']} +2025-10-23 14:36:10,043 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:36:19,655 stylist_agent_server.py [line:358] INFO {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/02f422c4-7c6e-4f5e-bd6b-de0066a1c27b.jpg', 'outfit_id': 'f65d857a-9c32-4a21-a06e-bd42d45e9fa2', 'items': ['', 'EKO522', 'EIQ863', 'ELQ012']} +2025-10-23 14:39:36,149 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:40:09,655 stylist_agent_server.py [line:355] INFO {'status': 'stop', 'message': 'Finish reason: Reached max outfit length.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/99cd8cc0-856a-487d-bb21-5684855ef48f.jpg', 'outfit_id': 'f65d857a-9c32-4a21-a06e-bd42d45e9fa2', 'items': ['', 'EKO522', 'EIQ863', 'ELQ012', 'EHJ697']} +2025-10-23 16:40:40,397 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 16:40:40,442 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 16:40:40,451 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 16:40:40,497 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 16:40:40,544 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 16:40:40,554 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 16:40:44,551 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 16:43:01,722 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 1, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-23 16:43:01,724 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 16:43:04,794 agent_server.py [line:60] INFO request_summary: ```json +{ + "occasion": "Not specified", + "style": "Chinese style (cheongsam)", + "color_preference": "Not specified", + "clothing_type": "Cheongsam (Qipao)", + "vibe_or_details": "Not specified" +} +``` +2025-10-23 16:43:04,795 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 16:43:04,911 stylist_agent_server.py [line:276] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': 'd5133691-9bd0-429f-8017-f1499881fd1a', 'items': []} +2025-10-23 16:43:12,513 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 16:43:17,659 stylist_agent_server.py [line:360] INFO {'status': 'ok', 'message': '', 'path': '', 'outfit_id': 'd5133691-9bd0-429f-8017-f1499881fd1a', 'items': []} +2025-10-23 16:43:18,459 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 16:43:28,961 stylist_agent_server.py [line:360] INFO {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/46fbafc6-0f91-4234-a736-4668016d663a.jpg', 'outfit_id': 'd5133691-9bd0-429f-8017-f1499881fd1a', 'items': ['EKO522']} +2025-10-23 16:46:07,890 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 16:46:40,576 stylist_agent_server.py [line:360] INFO {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/9345d104-509b-4324-8ece-9d0acbc18fd8.jpg', 'outfit_id': 'd5133691-9bd0-429f-8017-f1499881fd1a', 'items': ['EKO522', 'EHJ697']} +2025-10-23 16:51:13,324 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 16:51:13,372 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 16:51:13,372 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 16:51:13,382 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 16:51:13,420 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 16:51:13,430 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 16:51:18,309 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 16:51:40,304 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 2, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-23 16:51:40,305 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 16:51:44,908 agent_server.py [line:60] INFO request_summary: ```json +{ + "occasion": null, + "style": null, + "color_preference": "No preference", + "clothing_type": "Chinese style cheongsam (Qipao)", + "vibe_or_details": null +} +``` +2025-10-23 16:51:44,909 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 16:51:44,965 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 16:51:45,051 stylist_agent_server.py [line:276] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': '5caa653d-a560-4264-b741-2a38ed4112cf', 'items': []} +2025-10-23 16:51:45,052 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 16:51:45,057 stylist_agent_server.py [line:276] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': '24318c76-90b0-42dc-bca3-9456e6e24485', 'items': []} +2025-10-23 16:51:45,057 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 16:51:49,827 stylist_agent_server.py [line:360] INFO {'status': 'ok', 'message': '', 'path': '', 'outfit_id': '24318c76-90b0-42dc-bca3-9456e6e24485', 'items': []} +2025-10-23 16:51:50,776 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 16:51:50,808 stylist_agent_server.py [line:360] INFO {'status': 'ok', 'message': '', 'path': '', 'outfit_id': '5caa653d-a560-4264-b741-2a38ed4112cf', 'items': []} +2025-10-23 16:51:51,588 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 16:52:04,161 stylist_agent_server.py [line:360] INFO {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/4f70f3a9-6ef3-46fb-a6e1-a358be3d8796.jpg', 'outfit_id': '5caa653d-a560-4264-b741-2a38ed4112cf', 'items': ['EKO522']} +2025-10-23 16:52:04,898 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 16:52:06,058 stylist_agent_server.py [line:360] INFO {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/8786f9c9-a0c3-4af4-8f2a-3021e15ab7fd.jpg', 'outfit_id': '24318c76-90b0-42dc-bca3-9456e6e24485', 'items': ['EKO522']} +2025-10-23 16:52:06,750 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 16:52:14,594 stylist_agent_server.py [line:360] INFO {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/ae7c1c0a-35a7-4085-9c3c-4202158dcd54.jpg', 'outfit_id': '5caa653d-a560-4264-b741-2a38ed4112cf', 'items': ['EKO522', 'EIQ863']} +2025-10-23 16:52:15,398 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 16:52:25,260 stylist_agent_server.py [line:360] INFO {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/f36b3707-e1d8-43f3-8e26-82c4306a9a5f.jpg', 'outfit_id': '5caa653d-a560-4264-b741-2a38ed4112cf', 'items': ['EKO522', 'EIQ863', 'EHJ697']} +2025-10-23 16:52:26,080 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 16:52:48,902 stylist_agent_server.py [line:357] INFO {'status': 'stop', 'message': 'Finish reason: Reached max outfit length.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/4dbc7823-d60d-4656-bb6c-5524540424ec.jpg', 'outfit_id': '5caa653d-a560-4264-b741-2a38ed4112cf', 'items': ['EKO522', 'EIQ863', 'EHJ697', 'ELH616']} +2025-10-23 16:52:53,045 stylist_agent_server.py [line:360] INFO {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/28a1f36c-843c-4693-b647-f937dd976ca7.jpg', 'outfit_id': '24318c76-90b0-42dc-bca3-9456e6e24485', 'items': ['EKO522', 'EIQ863']} +2025-10-23 16:52:54,270 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 16:53:12,852 stylist_agent_server.py [line:360] INFO {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/afe6ec1d-bb9e-4d9d-be95-b916452d4bfe.jpg', 'outfit_id': '24318c76-90b0-42dc-bca3-9456e6e24485', 'items': ['EKO522', 'EIQ863', 'EKI586']} +2025-10-23 16:53:14,082 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 16:53:31,388 stylist_agent_server.py [line:357] INFO {'status': 'stop', 'message': 'Finish reason: Reached max outfit length.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/38d5bcb4-5c39-46bd-9710-55135bef1957.jpg', 'outfit_id': '24318c76-90b0-42dc-bca3-9456e6e24485', 'items': ['EKO522', 'EIQ863', 'EKI586', 'EHJ697']} +2025-10-23 16:53:31,389 agent_server.py [line:69] INFO +--- Final Recommendation Results --- +2025-10-23 16:53:31,389 agent_server.py [line:71] INFO ✅ Outfit 1 saved to: {'status': 'stop', 'message': 'Finish reason: Reached max outfit length.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/4dbc7823-d60d-4656-bb6c-5524540424ec.jpg', 'outfit_id': '5caa653d-a560-4264-b741-2a38ed4112cf', 'items': ['EKO522', 'EIQ863', 'EHJ697', 'ELH616']} +2025-10-23 16:53:31,389 agent_server.py [line:71] INFO ✅ Outfit 2 saved to: {'status': 'stop', 'message': 'Finish reason: Reached max outfit length.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/38d5bcb4-5c39-46bd-9710-55135bef1957.jpg', 'outfit_id': '24318c76-90b0-42dc-bca3-9456e6e24485', 'items': ['EKO522', 'EIQ863', 'EKI586', 'EHJ697']} +2025-10-23 21:42:34,087 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 21:42:34,092 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 21:42:34,138 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-23 21:42:34,140 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-23 21:42:34,148 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 21:42:34,149 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 21:42:40,056 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 21:43:04,101 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 1, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-23 21:43:04,103 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 21:43:04,108 base_events.py [line:1758] ERROR Task exception was never retrieved +future: exception=DefaultCredentialsError('Gemini API call failed: File /app/request.json was not found.')> +Traceback (most recent call last): + File "/workspace/lc_stylist_agent/app/core/llm_interface.py", line 45, in generate_response + response = await self.gemini_client.aio.models.generate_content( + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/google/genai/models.py", line 6757, in generate_content + response = await self._generate_content( + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/google/genai/models.py", line 5592, in _generate_content + response = await self._api_client.async_request( + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/google/genai/_api_client.py", line 1341, in async_request + result = await self._async_request( + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/google/genai/_api_client.py", line 1286, in _async_request + return await self._async_retry( # type: ignore[no-any-return] + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/tenacity/_asyncio.py", line 58, in __call__ + do = await self.iter(retry_state=retry_state) + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/tenacity/_asyncio.py", line 110, in iter + result = await action(retry_state) + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/tenacity/_asyncio.py", line 78, in inner + return fn(*args, **kwargs) + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/tenacity/__init__.py", line 410, in exc_check + raise retry_exc.reraise() + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/tenacity/__init__.py", line 183, in reraise + raise self.last_attempt.result() + File "/home/user/miniconda3/envs/test/lib/python3.10/concurrent/futures/_base.py", line 451, in result + return self.__get_result() + File "/home/user/miniconda3/envs/test/lib/python3.10/concurrent/futures/_base.py", line 403, in __get_result + raise self._exception + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/tenacity/_asyncio.py", line 61, in __call__ + result = await fn(*args, **kwargs) + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/google/genai/_api_client.py", line 1153, in _async_request_once + f'Bearer {await self._async_access_token()}' + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/google/genai/_api_client.py", line 970, in _async_access_token + self._credentials, project = await asyncio.to_thread( + File "/home/user/miniconda3/envs/test/lib/python3.10/asyncio/threads.py", line 25, in to_thread + return await loop.run_in_executor(None, func_call) + File "/home/user/miniconda3/envs/test/lib/python3.10/concurrent/futures/thread.py", line 58, in run + result = self.fn(*self.args, **self.kwargs) + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/google/genai/_api_client.py", line 184, in load_auth + credentials, loaded_project_id = google.auth.default( # type: ignore[no-untyped-call] + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/google/auth/_default.py", line 705, in default + credentials, project_id = checker() + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/google/auth/_default.py", line 698, in + lambda: _get_explicit_environ_credentials(quota_project_id=quota_project_id), + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/google/auth/_default.py", line 346, in _get_explicit_environ_credentials + credentials, project_id = load_credentials_from_file( + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/google/auth/_default.py", line 173, in load_credentials_from_file + raise exceptions.DefaultCredentialsError( +google.auth.exceptions.DefaultCredentialsError: File /app/request.json was not found. + +During handling of the above exception, another exception occurred: + +Traceback (most recent call last): + File "/workspace/lc_stylist_agent/app/server/ChatbotAgent/agent_server.py", line 59, in background_run + request_summary = await self.get_conversation_summary(request.user_id) + File "/workspace/lc_stylist_agent/app/server/ChatbotAgent/agent_server.py", line 84, in get_conversation_summary + summary = await self.llm.generate_response(history=[Message(role=Role.USER, content=input_message)], system_prompt=SUMMARY_PROMPT) + File "/workspace/lc_stylist_agent/app/core/llm_interface.py", line 55, in generate_response + raise type(e)(f"Gemini API call failed: {e}") +google.auth.exceptions.DefaultCredentialsError: Gemini API call failed: File /app/request.json was not found. +2025-10-23 21:43:39,693 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 1, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-23 21:43:39,695 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 21:43:39,697 base_events.py [line:1758] ERROR Task exception was never retrieved +future: exception=DefaultCredentialsError('Gemini API call failed: File /app/request.json was not found.')> +Traceback (most recent call last): + File "/workspace/lc_stylist_agent/app/core/llm_interface.py", line 45, in generate_response + response = await self.gemini_client.aio.models.generate_content( + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/google/genai/models.py", line 6757, in generate_content + response = await self._generate_content( + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/google/genai/models.py", line 5592, in _generate_content + response = await self._api_client.async_request( + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/google/genai/_api_client.py", line 1341, in async_request + result = await self._async_request( + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/google/genai/_api_client.py", line 1286, in _async_request + return await self._async_retry( # type: ignore[no-any-return] + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/tenacity/_asyncio.py", line 58, in __call__ + do = await self.iter(retry_state=retry_state) + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/tenacity/_asyncio.py", line 110, in iter + result = await action(retry_state) + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/tenacity/_asyncio.py", line 78, in inner + return fn(*args, **kwargs) + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/tenacity/__init__.py", line 410, in exc_check + raise retry_exc.reraise() + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/tenacity/__init__.py", line 183, in reraise + raise self.last_attempt.result() + File "/home/user/miniconda3/envs/test/lib/python3.10/concurrent/futures/_base.py", line 451, in result + return self.__get_result() + File "/home/user/miniconda3/envs/test/lib/python3.10/concurrent/futures/_base.py", line 403, in __get_result + raise self._exception + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/tenacity/_asyncio.py", line 61, in __call__ + result = await fn(*args, **kwargs) + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/google/genai/_api_client.py", line 1153, in _async_request_once + f'Bearer {await self._async_access_token()}' + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/google/genai/_api_client.py", line 970, in _async_access_token + self._credentials, project = await asyncio.to_thread( + File "/home/user/miniconda3/envs/test/lib/python3.10/asyncio/threads.py", line 25, in to_thread + return await loop.run_in_executor(None, func_call) + File "/home/user/miniconda3/envs/test/lib/python3.10/concurrent/futures/thread.py", line 58, in run + result = self.fn(*self.args, **self.kwargs) + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/google/genai/_api_client.py", line 184, in load_auth + credentials, loaded_project_id = google.auth.default( # type: ignore[no-untyped-call] + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/google/auth/_default.py", line 705, in default + credentials, project_id = checker() + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/google/auth/_default.py", line 698, in + lambda: _get_explicit_environ_credentials(quota_project_id=quota_project_id), + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/google/auth/_default.py", line 346, in _get_explicit_environ_credentials + credentials, project_id = load_credentials_from_file( + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/google/auth/_default.py", line 173, in load_credentials_from_file + raise exceptions.DefaultCredentialsError( +google.auth.exceptions.DefaultCredentialsError: File /app/request.json was not found. + +During handling of the above exception, another exception occurred: + +Traceback (most recent call last): + File "/workspace/lc_stylist_agent/app/server/ChatbotAgent/agent_server.py", line 59, in background_run + request_summary = await self.get_conversation_summary(request.user_id) + File "/workspace/lc_stylist_agent/app/server/ChatbotAgent/agent_server.py", line 84, in get_conversation_summary + summary = await self.llm.generate_response(history=[Message(role=Role.USER, content=input_message)], system_prompt=SUMMARY_PROMPT) + File "/workspace/lc_stylist_agent/app/core/llm_interface.py", line 55, in generate_response + raise type(e)(f"Gemini API call failed: {e}") +google.auth.exceptions.DefaultCredentialsError: Gemini API call failed: File /app/request.json was not found. +2025-10-23 21:43:51,564 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 21:43:51,588 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 21:43:51,614 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-23 21:43:51,624 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 21:43:51,638 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-23 21:43:51,647 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 21:43:54,228 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 21:43:56,123 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 1, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-23 21:43:56,124 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 21:44:02,240 agent_server.py [line:60] INFO request_summary: ```json +{ + "occasion": null, + "style": null, + "color_preference": null, + "clothing_type": null, + "vibe_or_details": null +} +``` +2025-10-23 21:44:02,240 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 21:44:02,412 stylist_agent_server.py [line:276] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': 'f94f38e7-61eb-4b4f-8ef2-498f12e681b3', 'items': []} +2025-10-23 21:44:04,657 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 21:44:09,079 agent_server.py [line:69] INFO +--- Final Recommendation Results --- +2025-10-23 21:44:09,080 agent_server.py [line:73] ERROR ❌ Failed: 'NoneType' object has no attribute 'get' +2025-10-23 21:44:22,671 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 1, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-23 21:44:22,675 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 21:44:27,004 agent_server.py [line:60] INFO request_summary: ```json +{ + "occasion": null, + "style": null, + "color_preference": null, + "clothing_type": null, + "vibe_or_details": null +} +``` +2025-10-23 21:44:27,005 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 21:44:27,086 stylist_agent_server.py [line:276] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': '942e711a-fc22-4b41-9bef-403cb0686627', 'items': []} +2025-10-23 21:44:30,097 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-24 09:59:19,870 agent_server.py [line:69] INFO +--- Final Recommendation Results --- +2025-10-24 09:59:19,870 agent_server.py [line:73] ERROR ❌ Failed: 'NoneType' object has no attribute 'get' +2025-10-24 09:59:22,964 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 1, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-24 09:59:22,966 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-24 09:59:26,743 agent_server.py [line:60] INFO request_summary: ```json +{ + "occasion": "Summer casual outing or brunch", + "style": "Flowy, chic, comfortable, and a bit feminine", + "color_preference": "['Pastel pink', 'Lavender', 'Sky blue']", + "clothing_type": "Lightweight maxi dress", + "vibe_or_details": "Needs to be breathable for warm weather, no bold prints, preferably subtle floral or abstract patterns" +} +``` +2025-10-24 09:59:26,743 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 09:59:26,878 stylist_agent_server.py [line:276] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': '431d7a98-6c85-4ef1-a8ef-c098de87c02f', 'items': []} +2025-10-24 09:59:30,525 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-24 09:59:51,130 agent_server.py [line:69] INFO +--- Final Recommendation Results --- +2025-10-24 09:59:51,131 agent_server.py [line:73] ERROR ❌ Failed: 'NoneType' object has no attribute 'get' +2025-10-24 10:00:07,136 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 1, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-24 10:00:07,138 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-24 10:00:14,257 agent_server.py [line:60] INFO request_summary: ```json +{ + "occasion": "Romantic date dinner", + "style": "Classic elegance", + "color_preference": [ + "Cream", + "Pale Blue" + ], + "clothing_type": "Lightweight maxi dress", + "vibe_or_details": "Needs to be comfortable and breathable" +} +``` +2025-10-24 10:00:14,258 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:00:14,345 stylist_agent_server.py [line:276] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': 'b87da12a-79f2-4adf-a491-7b994870a5cf', 'items': []} +2025-10-24 10:01:00,039 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-24 10:07:09,739 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:07:09,743 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:07:09,789 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-24 10:07:09,792 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-24 10:07:09,799 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-24 10:07:09,802 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-24 10:07:12,032 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:07:12,465 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 1, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-24 10:07:12,467 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-24 10:07:13,949 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 1, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-24 10:07:13,951 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-24 10:07:16,137 agent_server.py [line:60] INFO request_summary: ```json +{ + "occasion": "No occasion specified", + "style": "No style specified", + "color_preference": "No preference", + "clothing_type": "No clothing type specified", + "vibe_or_details": "No specific vibe or details mentioned" +} +``` +2025-10-24 10:07:16,137 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:07:16,265 stylist_agent_server.py [line:276] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': 'dfba5285-2630-4d18-95a7-cf3175fc2f4b', 'items': []} +2025-10-24 10:07:20,487 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-24 10:10:08,824 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:10:08,828 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:10:08,873 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-24 10:10:08,878 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-24 10:10:08,883 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-24 10:10:08,887 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-24 10:10:12,797 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:10:18,230 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 1, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-24 10:10:18,232 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-24 10:10:28,104 agent_server.py [line:60] INFO request_summary: ```json +{ + "occasion": "Romantic date dinner", + "style": "Classic elegance", + "color_preference": [ + "Cream", + "Pale Blue" + ], + "clothing_type": "Lightweight maxi dress", + "vibe_or_details": "Needs to be comfortable and breathable" +} +``` +2025-10-24 10:10:28,104 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:10:28,201 stylist_agent_server.py [line:276] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': '85f8e5a2-1624-4236-b1c8-7db683fd6648', 'items': []} +2025-10-24 10:10:29,874 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-24 10:12:46,788 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:12:46,788 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:12:46,837 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-24 10:12:46,837 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-24 10:12:46,847 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-24 10:12:46,848 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-24 10:12:49,941 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:12:50,663 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 1, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-24 10:12:50,665 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-24 10:12:58,806 agent_server.py [line:60] INFO request_summary: ```json +{ + "occasion": null, + "style": null, + "color_preference": null, + "clothing_type": null, + "vibe_or_details": null +} +``` +2025-10-24 10:12:58,807 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:12:58,901 stylist_agent_server.py [line:276] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': '0efb9179-bfc2-4700-9960-45605bb98dd6', 'items': []} +2025-10-24 10:13:01,149 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-24 10:15:04,724 agent_server.py [line:69] INFO +--- Final Recommendation Results --- +2025-10-24 10:15:04,724 agent_server.py [line:73] ERROR ❌ Failed: 'NoneType' object has no attribute 'get' +2025-10-24 10:15:07,518 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 1, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-24 10:15:07,520 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-24 10:15:11,829 agent_server.py [line:60] INFO request_summary: ```json +{ + "occasion": "No information provided", + "style": "No information provided", + "color_preference": "No information provided", + "clothing_type": "No information provided", + "vibe_or_details": "No information provided" +} +``` +2025-10-24 10:15:11,829 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:15:11,920 stylist_agent_server.py [line:276] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': '56b368f3-ab4a-46d7-941a-1381ddc4b95a', 'items': []} +2025-10-24 10:15:11,944 base_events.py [line:1758] ERROR Unclosed client session +client_session: +2025-10-24 10:15:13,379 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-24 10:16:37,818 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:16:37,866 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-24 10:16:37,876 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-24 10:16:37,897 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:16:37,947 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-24 10:16:37,957 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-24 10:16:43,885 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:16:48,608 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 1, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-24 10:16:48,610 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-24 10:16:59,374 agent_server.py [line:60] INFO request_summary: ```json +{ + "occasion": null, + "style": null, + "color_preference": null, + "clothing_type": null, + "vibe_or_details": null +} +``` +2025-10-24 10:16:59,375 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:16:59,467 stylist_agent_server.py [line:276] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': 'fb79695c-2983-4e38-b33c-69998d8d5dbf', 'items': []} +2025-10-24 10:17:03,349 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-24 10:17:47,933 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:17:47,940 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:17:47,981 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-24 10:17:47,988 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-24 10:17:47,991 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-24 10:17:47,998 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-24 10:18:25,700 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:19:02,062 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 1, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-24 10:19:02,063 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-24 10:19:02,300 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 1, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-24 10:19:02,301 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-24 10:19:05,047 agent_server.py [line:60] INFO request_summary: ```json +{ + "occasion": "Not specified", + "style": "Not specified", + "color_preference": "Not specified", + "clothing_type": "Not specified", + "vibe_or_details": "Not specified" +} +``` +2025-10-24 10:19:05,047 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:19:05,166 stylist_agent_server.py [line:276] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': 'a777dd3d-0a39-4fbc-bff8-e355cd75a77d', 'items': []} +2025-10-24 10:19:05,166 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-24 10:19:06,831 agent_server.py [line:60] INFO request_summary: ```json +{ + "occasion": "No preference", + "style": "No preference", + "color_preference": "No preference", + "clothing_type": "No preference", + "vibe_or_details": "No preference" +} +``` +2025-10-24 10:19:06,841 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:19:06,904 stylist_agent_server.py [line:276] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': '2fb95743-9a9b-40cc-9a44-6ebbd88c0b69', 'items': []} +2025-10-24 10:19:06,905 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-24 10:23:28,612 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:23:28,625 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:23:28,661 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-24 10:23:28,672 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-24 10:23:28,673 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-24 10:23:28,684 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-24 10:23:36,979 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:23:50,732 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 1, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-24 10:23:50,734 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-24 10:23:56,262 agent_server.py [line:60] INFO request_summary: ```json +{ + "occasion": "not specified", + "style": "not specified", + "color_preference": "no preference", + "clothing_type": "not specified", + "vibe_or_details": "not specified" +} +``` +2025-10-24 10:23:56,262 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:23:56,361 stylist_agent_server.py [line:276] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': 'b998cf99-b788-42c7-9611-e709a9d44798', 'items': []} +2025-10-24 10:23:56,361 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-24 10:25:05,020 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:25:05,020 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:25:05,069 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-24 10:25:05,069 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-24 10:25:05,080 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-24 10:25:05,080 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-24 10:25:09,676 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:25:37,283 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 1, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-24 10:25:37,285 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-24 10:25:43,698 agent_server.py [line:60] INFO request_summary: ```json +{ + "occasion": "Not specified", + "style": "Not specified", + "color_preference": "No preference", + "clothing_type": "Not specified", + "vibe_or_details": "Not specified" +} +``` +2025-10-24 10:25:43,699 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:25:43,792 stylist_agent_server.py [line:276] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': '680745ec-c95d-43a5-9989-3abedd329557', 'items': []} +2025-10-24 10:25:43,793 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-24 10:26:28,264 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:26:28,279 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:26:28,314 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-24 10:26:28,325 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-24 10:26:28,329 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-24 10:26:28,340 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-24 10:26:32,981 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:26:55,486 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 1, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-24 10:26:55,488 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-24 10:26:57,563 agent_server.py [line:60] INFO request_summary: ```json +{ + "occasion": "Summer casual outing or picnic", + "style": "Comfortable, stylish, and suitable for warm weather", + "color_preference": "['light colors', 'pastel shades']", + "clothing_type": "['dress', 'skirt', 'blouse', 'flowy top']", + "vibe_or_details": "Breathable fabrics like linen or cotton, needs to be suitable for warm weather, no specific exclusions on patterns or prints" +} +``` +2025-10-24 10:26:57,564 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:26:57,683 stylist_agent_server.py [line:276] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': '311e6d51-19b6-4e41-8c90-e4d97817ef94', 'items': []} +2025-10-24 10:26:57,683 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-24 10:36:15,330 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:36:15,334 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:36:15,381 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-24 10:36:15,382 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-24 10:36:15,391 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-24 10:36:15,392 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-24 10:36:19,375 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:36:34,842 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 1, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-24 10:36:34,844 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-24 10:36:37,898 agent_server.py [line:60] INFO request_summary: ```json +{ + "occasion": null, + "style": null, + "color_preference": null, + "clothing_type": null, + "vibe_or_details": null +} +``` +2025-10-24 10:36:37,899 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:36:38,006 stylist_agent_server.py [line:276] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': '0142e8b4-6d2c-4c40-8b23-69ad049c3edb', 'items': []} +2025-10-24 10:36:38,006 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. diff --git a/app/logs/error.log b/app/logs/error.log new file mode 100644 index 0000000..b3d423b --- /dev/null +++ b/app/logs/error.log @@ -0,0 +1,124 @@ +2025-10-23 21:43:04,108 base_events.py [line:1758] ERROR Task exception was never retrieved +future: exception=DefaultCredentialsError('Gemini API call failed: File /app/request.json was not found.')> +Traceback (most recent call last): + File "/workspace/lc_stylist_agent/app/core/llm_interface.py", line 45, in generate_response + response = await self.gemini_client.aio.models.generate_content( + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/google/genai/models.py", line 6757, in generate_content + response = await self._generate_content( + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/google/genai/models.py", line 5592, in _generate_content + response = await self._api_client.async_request( + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/google/genai/_api_client.py", line 1341, in async_request + result = await self._async_request( + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/google/genai/_api_client.py", line 1286, in _async_request + return await self._async_retry( # type: ignore[no-any-return] + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/tenacity/_asyncio.py", line 58, in __call__ + do = await self.iter(retry_state=retry_state) + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/tenacity/_asyncio.py", line 110, in iter + result = await action(retry_state) + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/tenacity/_asyncio.py", line 78, in inner + return fn(*args, **kwargs) + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/tenacity/__init__.py", line 410, in exc_check + raise retry_exc.reraise() + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/tenacity/__init__.py", line 183, in reraise + raise self.last_attempt.result() + File "/home/user/miniconda3/envs/test/lib/python3.10/concurrent/futures/_base.py", line 451, in result + return self.__get_result() + File "/home/user/miniconda3/envs/test/lib/python3.10/concurrent/futures/_base.py", line 403, in __get_result + raise self._exception + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/tenacity/_asyncio.py", line 61, in __call__ + result = await fn(*args, **kwargs) + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/google/genai/_api_client.py", line 1153, in _async_request_once + f'Bearer {await self._async_access_token()}' + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/google/genai/_api_client.py", line 970, in _async_access_token + self._credentials, project = await asyncio.to_thread( + File "/home/user/miniconda3/envs/test/lib/python3.10/asyncio/threads.py", line 25, in to_thread + return await loop.run_in_executor(None, func_call) + File "/home/user/miniconda3/envs/test/lib/python3.10/concurrent/futures/thread.py", line 58, in run + result = self.fn(*self.args, **self.kwargs) + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/google/genai/_api_client.py", line 184, in load_auth + credentials, loaded_project_id = google.auth.default( # type: ignore[no-untyped-call] + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/google/auth/_default.py", line 705, in default + credentials, project_id = checker() + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/google/auth/_default.py", line 698, in + lambda: _get_explicit_environ_credentials(quota_project_id=quota_project_id), + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/google/auth/_default.py", line 346, in _get_explicit_environ_credentials + credentials, project_id = load_credentials_from_file( + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/google/auth/_default.py", line 173, in load_credentials_from_file + raise exceptions.DefaultCredentialsError( +google.auth.exceptions.DefaultCredentialsError: File /app/request.json was not found. + +During handling of the above exception, another exception occurred: + +Traceback (most recent call last): + File "/workspace/lc_stylist_agent/app/server/ChatbotAgent/agent_server.py", line 59, in background_run + request_summary = await self.get_conversation_summary(request.user_id) + File "/workspace/lc_stylist_agent/app/server/ChatbotAgent/agent_server.py", line 84, in get_conversation_summary + summary = await self.llm.generate_response(history=[Message(role=Role.USER, content=input_message)], system_prompt=SUMMARY_PROMPT) + File "/workspace/lc_stylist_agent/app/core/llm_interface.py", line 55, in generate_response + raise type(e)(f"Gemini API call failed: {e}") +google.auth.exceptions.DefaultCredentialsError: Gemini API call failed: File /app/request.json was not found. +2025-10-23 21:43:39,697 base_events.py [line:1758] ERROR Task exception was never retrieved +future: exception=DefaultCredentialsError('Gemini API call failed: File /app/request.json was not found.')> +Traceback (most recent call last): + File "/workspace/lc_stylist_agent/app/core/llm_interface.py", line 45, in generate_response + response = await self.gemini_client.aio.models.generate_content( + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/google/genai/models.py", line 6757, in generate_content + response = await self._generate_content( + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/google/genai/models.py", line 5592, in _generate_content + response = await self._api_client.async_request( + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/google/genai/_api_client.py", line 1341, in async_request + result = await self._async_request( + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/google/genai/_api_client.py", line 1286, in _async_request + return await self._async_retry( # type: ignore[no-any-return] + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/tenacity/_asyncio.py", line 58, in __call__ + do = await self.iter(retry_state=retry_state) + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/tenacity/_asyncio.py", line 110, in iter + result = await action(retry_state) + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/tenacity/_asyncio.py", line 78, in inner + return fn(*args, **kwargs) + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/tenacity/__init__.py", line 410, in exc_check + raise retry_exc.reraise() + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/tenacity/__init__.py", line 183, in reraise + raise self.last_attempt.result() + File "/home/user/miniconda3/envs/test/lib/python3.10/concurrent/futures/_base.py", line 451, in result + return self.__get_result() + File "/home/user/miniconda3/envs/test/lib/python3.10/concurrent/futures/_base.py", line 403, in __get_result + raise self._exception + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/tenacity/_asyncio.py", line 61, in __call__ + result = await fn(*args, **kwargs) + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/google/genai/_api_client.py", line 1153, in _async_request_once + f'Bearer {await self._async_access_token()}' + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/google/genai/_api_client.py", line 970, in _async_access_token + self._credentials, project = await asyncio.to_thread( + File "/home/user/miniconda3/envs/test/lib/python3.10/asyncio/threads.py", line 25, in to_thread + return await loop.run_in_executor(None, func_call) + File "/home/user/miniconda3/envs/test/lib/python3.10/concurrent/futures/thread.py", line 58, in run + result = self.fn(*self.args, **self.kwargs) + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/google/genai/_api_client.py", line 184, in load_auth + credentials, loaded_project_id = google.auth.default( # type: ignore[no-untyped-call] + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/google/auth/_default.py", line 705, in default + credentials, project_id = checker() + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/google/auth/_default.py", line 698, in + lambda: _get_explicit_environ_credentials(quota_project_id=quota_project_id), + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/google/auth/_default.py", line 346, in _get_explicit_environ_credentials + credentials, project_id = load_credentials_from_file( + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/google/auth/_default.py", line 173, in load_credentials_from_file + raise exceptions.DefaultCredentialsError( +google.auth.exceptions.DefaultCredentialsError: File /app/request.json was not found. + +During handling of the above exception, another exception occurred: + +Traceback (most recent call last): + File "/workspace/lc_stylist_agent/app/server/ChatbotAgent/agent_server.py", line 59, in background_run + request_summary = await self.get_conversation_summary(request.user_id) + File "/workspace/lc_stylist_agent/app/server/ChatbotAgent/agent_server.py", line 84, in get_conversation_summary + summary = await self.llm.generate_response(history=[Message(role=Role.USER, content=input_message)], system_prompt=SUMMARY_PROMPT) + File "/workspace/lc_stylist_agent/app/core/llm_interface.py", line 55, in generate_response + raise type(e)(f"Gemini API call failed: {e}") +google.auth.exceptions.DefaultCredentialsError: Gemini API call failed: File /app/request.json was not found. +2025-10-23 21:44:09,080 agent_server.py [line:73] ERROR ❌ Failed: 'NoneType' object has no attribute 'get' +2025-10-24 09:59:19,870 agent_server.py [line:73] ERROR ❌ Failed: 'NoneType' object has no attribute 'get' +2025-10-24 09:59:51,131 agent_server.py [line:73] ERROR ❌ Failed: 'NoneType' object has no attribute 'get' +2025-10-24 10:15:04,724 agent_server.py [line:73] ERROR ❌ Failed: 'NoneType' object has no attribute 'get' +2025-10-24 10:15:11,944 base_events.py [line:1758] ERROR Unclosed client session +client_session: diff --git a/app/logs/info.log b/app/logs/info.log new file mode 100644 index 0000000..23ce975 --- /dev/null +++ b/app/logs/info.log @@ -0,0 +1,1230 @@ +2025-10-23 10:56:29,513 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 10:56:29,526 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 10:56:29,572 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 10:56:29,584 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 10:56:33,748 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 10:56:33,974 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 10:57:02,331 agent_server.py [line:44] INFO user_id: string +2025-10-23 10:57:02,332 agent_server.py [line:45] INFO num_outfits: 4 +2025-10-23 10:57:02,332 agent_server.py [line:46] INFO stylist_path: lanecarford/stylist_guide/crystal_en.md +2025-10-23 10:57:02,333 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 10:57:05,318 agent_server.py [line:53] INFO request_summary: ```json +{ + "occasion": "No preference", + "style": "No preference", + "color_preference": "No preference", + "clothing_type": "Chinese style cheongsam", + "vibe_or_details": "No preference" +} +``` +2025-10-23 10:57:05,364 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 10:57:10,230 agent_server.py [line:67] INFO data: {'status': 'ok', 'message': '', 'path': '', 'outfit_id': 'e5af07ec-592b-4557-a713-0fedd13c34fd'} +2025-10-23 10:57:10,789 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 10:57:23,727 agent_server.py [line:67] INFO data: {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/b8ae95ae-98ca-4ca9-bdea-3f444179589f.jpg', 'outfit_id': 'e5af07ec-592b-4557-a713-0fedd13c34fd'} +2025-10-23 10:57:24,139 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 10:57:31,576 agent_server.py [line:67] INFO data: {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/8954e478-6af6-4e2c-9a53-e67804e96808.jpg', 'outfit_id': 'e5af07ec-592b-4557-a713-0fedd13c34fd'} +2025-10-23 10:57:31,989 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 10:57:40,780 agent_server.py [line:67] INFO data: {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/359ef9d1-dc87-4f85-b893-91d90cb5e62d.jpg', 'outfit_id': 'e5af07ec-592b-4557-a713-0fedd13c34fd'} +2025-10-23 10:57:41,253 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 10:57:52,322 agent_server.py [line:67] INFO data: {'status': 'stop', 'message': 'Finish reason: Duplicate item selected.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/49f3e346-9682-4c9a-a7c5-f71030567f83.jpg', 'outfit_id': 'e5af07ec-592b-4557-a713-0fedd13c34fd'} +2025-10-23 10:57:52,331 minio_client.py [line:105] INFO ✅ JSON file uploaded successfully to lanecarford/lc_stylist_agent_outfit_items/string/59623391-ab35-457e-a972-f1eafe197f64.json +2025-10-23 10:57:52,332 agent_server.py [line:67] INFO data: {'status': 'finish', 'message': 'Finish reason: Uploading the outfit json file is completed', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/59623391-ab35-457e-a972-f1eafe197f64.json', 'outfit_id': 'e5af07ec-592b-4557-a713-0fedd13c34fd'} +2025-10-23 10:57:52,338 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 10:57:57,268 agent_server.py [line:67] INFO data: {'status': 'ok', 'message': 'Finish reason: Duplicate item selected.', 'path': '', 'outfit_id': '395c0c00-d337-427b-be51-276a46846303'} +2025-10-23 10:57:57,549 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 10:58:19,991 agent_server.py [line:67] INFO data: {'status': 'ok', 'message': 'Finish reason: Duplicate item selected.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/3ede3959-bfbd-42c0-9d2b-6b688d763eff.jpg', 'outfit_id': '395c0c00-d337-427b-be51-276a46846303'} +2025-10-23 10:58:20,319 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 10:58:31,851 agent_server.py [line:67] INFO data: {'status': 'ok', 'message': 'Finish reason: Duplicate item selected.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/cb90d852-01c0-47d9-91f4-44c8d0e2450a.jpg', 'outfit_id': '395c0c00-d337-427b-be51-276a46846303'} +2025-10-23 10:58:32,524 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:01:02,248 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 11:01:02,251 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 11:01:02,302 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 11:01:02,305 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 11:01:06,358 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 11:01:06,591 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 11:02:16,850 agent_server.py [line:45] INFO request: {"user_id":"string","num_outfits":4,"stylist_path":"lanecarford/stylist_guide/crystal_en.md"} +2025-10-23 11:02:16,852 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:02:19,086 agent_server.py [line:51] INFO request_summary: ```json +{ + "occasion": "Not specified", + "style": "Chinese style", + "color_preference": "No preference", + "clothing_type": "Cheongsam (Qipao)", + "vibe_or_details": "Not specified" +} +``` +2025-10-23 11:02:23,320 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:02:28,142 agent_server.py [line:65] INFO data: {'status': 'ok', 'message': '', 'path': '', 'outfit_id': '5a06077c-c11b-4676-8744-1741eb6786e3'} +2025-10-23 11:02:28,741 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:02:36,845 agent_server.py [line:65] INFO data: {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/7ad46b7b-f91c-44a0-9c70-913052f5089b.jpg', 'outfit_id': '5a06077c-c11b-4676-8744-1741eb6786e3'} +2025-10-23 11:02:37,456 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:02:58,387 agent_server.py [line:65] INFO data: {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/432e5511-aac5-4d2c-8188-e91a864dee42.jpg', 'outfit_id': '5a06077c-c11b-4676-8744-1741eb6786e3'} +2025-10-23 11:02:58,880 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:03:19,252 agent_server.py [line:65] INFO data: {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/91b58c9d-f85a-4fe9-b97c-eb45d4ccf7d5.jpg', 'outfit_id': '5a06077c-c11b-4676-8744-1741eb6786e3'} +2025-10-23 11:03:19,815 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:03:44,211 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 11:03:44,216 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 11:03:44,256 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 11:03:44,261 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 11:03:44,265 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 11:03:44,270 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 11:03:48,045 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 11:03:48,322 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 11:12:12,633 agent_server.py [line:45] INFO request: {'user_id': 'string', 'num_outfits': 4, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-23 11:12:12,634 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:12:16,233 agent_server.py [line:51] INFO request_summary: ```json +{ + "occasion": "No preference", + "style": "Chinese style", + "color_preference": "No preference", + "clothing_type": "Cheongsam (Qipao)", + "vibe_or_details": "No preference" +} +``` +2025-10-23 11:12:16,288 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:12:22,718 agent_server.py [line:65] INFO data: {'status': 'ok', 'message': '', 'path': '', 'outfit_id': '5baebe07-fa6b-4c3c-9d66-9ba225e8d05c'} +2025-10-23 11:12:24,073 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:12:47,690 agent_server.py [line:65] INFO data: {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/b52246bb-bb64-42ff-8851-549bcea1a00d.jpg', 'outfit_id': '5baebe07-fa6b-4c3c-9d66-9ba225e8d05c'} +2025-10-23 11:12:48,231 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:13:04,273 agent_server.py [line:65] INFO data: {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/f71cf5db-dc11-4103-9cf3-bf99ace695f8.jpg', 'outfit_id': '5baebe07-fa6b-4c3c-9d66-9ba225e8d05c'} +2025-10-23 11:13:04,878 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:13:58,911 agent_server.py [line:65] INFO data: {'status': 'stop', 'message': 'Finish reason: Duplicate item selected.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/732aff3e-5c42-46dc-a46a-8a83459c3bae.jpg', 'outfit_id': '5baebe07-fa6b-4c3c-9d66-9ba225e8d05c'} +2025-10-23 11:13:58,923 minio_client.py [line:105] INFO ✅ JSON file uploaded successfully to lanecarford/lc_stylist_agent_outfit_items/string/be9b8fb7-ba78-4e24-95f6-c8da95a1cf31.json +2025-10-23 11:13:58,923 agent_server.py [line:65] INFO data: {'status': 'finish', 'message': 'Finish reason: Uploading the outfit json file is completed', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/be9b8fb7-ba78-4e24-95f6-c8da95a1cf31.json', 'outfit_id': '5baebe07-fa6b-4c3c-9d66-9ba225e8d05c'} +2025-10-23 11:13:58,928 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:14:04,216 agent_server.py [line:65] INFO data: {'status': 'ok', 'message': 'Finish reason: Duplicate item selected.', 'path': '', 'outfit_id': '53bb6f9a-d991-46b2-a6e3-68b01194a84b'} +2025-10-23 11:14:04,535 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:14:17,199 agent_server.py [line:65] INFO data: {'status': 'ok', 'message': 'Finish reason: Duplicate item selected.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/57b044ec-d115-46cd-945a-e00cf6491bf2.jpg', 'outfit_id': '53bb6f9a-d991-46b2-a6e3-68b01194a84b'} +2025-10-23 11:14:17,548 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:14:46,099 agent_server.py [line:65] INFO data: {'status': 'ok', 'message': 'Finish reason: Duplicate item selected.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/330ad35b-86be-4f73-b241-005b75382bd4.jpg', 'outfit_id': '53bb6f9a-d991-46b2-a6e3-68b01194a84b'} +2025-10-23 11:14:46,514 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:15:05,135 agent_server.py [line:65] INFO data: {'status': 'stop', 'message': 'Finish reason: Duplicate item selected.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/f1a706b2-286d-427d-908a-f3461897130e.jpg', 'outfit_id': '53bb6f9a-d991-46b2-a6e3-68b01194a84b'} +2025-10-23 11:15:05,148 minio_client.py [line:105] INFO ✅ JSON file uploaded successfully to lanecarford/lc_stylist_agent_outfit_items/string/ccb2ff08-8921-47ad-b244-511f35e825b4.json +2025-10-23 11:15:05,148 agent_server.py [line:65] INFO data: {'status': 'finish', 'message': 'Finish reason: Uploading the outfit json file is completed', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/ccb2ff08-8921-47ad-b244-511f35e825b4.json', 'outfit_id': '53bb6f9a-d991-46b2-a6e3-68b01194a84b'} +2025-10-23 11:15:05,156 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:15:09,346 agent_server.py [line:65] INFO data: {'status': 'ok', 'message': 'Finish reason: Duplicate item selected.', 'path': '', 'outfit_id': '3e9e5ed0-3a63-45a1-8283-b1ddb929c536'} +2025-10-23 11:15:09,644 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:15:24,781 agent_server.py [line:65] INFO data: {'status': 'ok', 'message': 'Finish reason: Duplicate item selected.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/bfc789d0-bd41-49f3-8abd-e5f45d41f900.jpg', 'outfit_id': '3e9e5ed0-3a63-45a1-8283-b1ddb929c536'} +2025-10-23 11:15:25,273 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:15:37,273 agent_server.py [line:65] INFO data: {'status': 'ok', 'message': 'Finish reason: Duplicate item selected.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/e2dca4dc-f2b2-4b92-90dd-551278d0bc3b.jpg', 'outfit_id': '3e9e5ed0-3a63-45a1-8283-b1ddb929c536'} +2025-10-23 11:15:38,372 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:15:46,216 agent_server.py [line:65] INFO data: {'status': 'ok', 'message': 'Finish reason: Duplicate item selected.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/f6001b63-6efc-4cf2-8cfb-b41c07abe214.jpg', 'outfit_id': '3e9e5ed0-3a63-45a1-8283-b1ddb929c536'} +2025-10-23 11:15:47,935 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:16:07,814 agent_server.py [line:65] INFO data: {'status': 'ok', 'message': 'Finish reason: Duplicate item selected.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/55f358d6-7582-4757-ac12-2a4e1de7859d.jpg', 'outfit_id': '3e9e5ed0-3a63-45a1-8283-b1ddb929c536'} +2025-10-23 11:16:07,814 agent_server.py [line:65] INFO data: {'status': 'stop', 'message': 'Finish reason: Reached max outfit length.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/55f358d6-7582-4757-ac12-2a4e1de7859d.jpg', 'outfit_id': '3e9e5ed0-3a63-45a1-8283-b1ddb929c536'} +2025-10-23 11:16:07,825 minio_client.py [line:105] INFO ✅ JSON file uploaded successfully to lanecarford/lc_stylist_agent_outfit_items/string/f9dc2f8e-43b4-45ee-8b43-07fd5d17a40e.json +2025-10-23 11:16:07,825 agent_server.py [line:65] INFO data: {'status': 'finish', 'message': 'Finish reason: Uploading the outfit json file is completed', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/f9dc2f8e-43b4-45ee-8b43-07fd5d17a40e.json', 'outfit_id': '3e9e5ed0-3a63-45a1-8283-b1ddb929c536'} +2025-10-23 11:16:07,831 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:16:11,658 agent_server.py [line:65] INFO data: {'status': 'ok', 'message': 'Finish reason: Reached max outfit length.', 'path': '', 'outfit_id': '96298a98-c882-42b9-abcb-497f29b43cdd'} +2025-10-23 11:16:12,207 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:16:27,292 agent_server.py [line:65] INFO data: {'status': 'ok', 'message': 'Finish reason: Reached max outfit length.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/5169274e-3b3c-4aad-8a63-9efb4a2af58f.jpg', 'outfit_id': '96298a98-c882-42b9-abcb-497f29b43cdd'} +2025-10-23 11:16:28,901 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:16:40,761 agent_server.py [line:65] INFO data: {'status': 'ok', 'message': 'Finish reason: Reached max outfit length.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/2c6dce9e-9d05-422d-bdc9-fba2fb6b1cf7.jpg', 'outfit_id': '96298a98-c882-42b9-abcb-497f29b43cdd'} +2025-10-23 11:16:41,512 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:17:00,513 agent_server.py [line:65] INFO data: {'status': 'ok', 'message': 'Finish reason: Reached max outfit length.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/74f5703d-c19a-421f-be8c-c592dd21ee2a.jpg', 'outfit_id': '96298a98-c882-42b9-abcb-497f29b43cdd'} +2025-10-23 11:17:02,199 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:17:33,140 agent_server.py [line:65] INFO data: {'status': 'ok', 'message': 'Finish reason: Reached max outfit length.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/dd1ddbaf-68ca-4e0c-8067-45f7412c2d58.jpg', 'outfit_id': '96298a98-c882-42b9-abcb-497f29b43cdd'} +2025-10-23 11:17:33,141 agent_server.py [line:65] INFO data: {'status': 'stop', 'message': 'Finish reason: Reached max outfit length.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/dd1ddbaf-68ca-4e0c-8067-45f7412c2d58.jpg', 'outfit_id': '96298a98-c882-42b9-abcb-497f29b43cdd'} +2025-10-23 11:17:33,154 minio_client.py [line:105] INFO ✅ JSON file uploaded successfully to lanecarford/lc_stylist_agent_outfit_items/string/4477404f-a73c-40ce-a712-a3c7ff2109a6.json +2025-10-23 11:17:33,154 agent_server.py [line:65] INFO data: {'status': 'finish', 'message': 'Finish reason: Uploading the outfit json file is completed', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/4477404f-a73c-40ce-a712-a3c7ff2109a6.json', 'outfit_id': '96298a98-c882-42b9-abcb-497f29b43cdd'} +2025-10-23 11:17:33,155 agent_server.py [line:61] INFO +--- Final Recommendation Results --- +2025-10-23 11:18:28,131 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 11:18:28,173 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 11:18:28,176 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 11:18:28,186 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 11:18:28,219 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 11:18:28,228 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 11:18:32,277 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 11:18:32,897 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 11:19:27,634 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 11:19:27,657 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 11:19:27,680 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 11:19:27,689 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 11:19:27,701 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 11:19:27,711 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 11:19:31,006 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 11:19:31,794 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 11:20:01,289 agent_server.py [line:70] INFO request: {'user_id': 'string', 'num_outfits': 4, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-23 11:20:01,290 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:20:05,061 agent_server.py [line:76] INFO request_summary: ```json +{ + "occasion": "Not specified", + "style": "Not specified", + "color_preference": "No preference", + "clothing_type": "Chinese style cheongsam", + "vibe_or_details": "Chinese aesthetic" +} +``` +2025-10-23 11:20:05,061 agent_server.py [line:102] INFO --- Started 4 concurrent outfit generation tasks. --- +2025-10-23 11:20:05,118 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:20:05,127 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:20:05,135 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:20:05,143 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:20:09,011 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:20:09,016 agent_server.py [line:135] INFO data: {'status': 'ok', 'message': '', 'path': '', 'outfit_id': '2c810463-b7ca-4b0d-b421-354bcfca904c'} +2025-10-23 11:20:09,057 minio_client.py [line:105] INFO ✅ JSON file uploaded successfully to lanecarford/lc_stylist_agent_outfit_items/string/6e8d8ac5-c1ea-4c7f-baa5-0c4fc7dd8b67.json +2025-10-23 11:20:09,057 agent_server.py [line:135] INFO data: {'status': 'stop', 'message': 'Finish reason: Duplicate item selected.', 'path': '', 'outfit_id': 'fa846539-1752-4e25-bf9f-56fba4b2d79d'} +2025-10-23 11:20:09,058 agent_server.py [line:135] INFO data: {'status': 'finish', 'message': 'Finish reason: Uploading the outfit json file is completed', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/6e8d8ac5-c1ea-4c7f-baa5-0c4fc7dd8b67.json', 'outfit_id': 'fa846539-1752-4e25-bf9f-56fba4b2d79d'} +2025-10-23 11:20:09,058 agent_server.py [line:113] INFO Outfit fa846539-1752-4e25-bf9f-56fba4b2d79d completed. Total done: 1/4 +2025-10-23 11:20:10,192 minio_client.py [line:105] INFO ✅ JSON file uploaded successfully to lanecarford/lc_stylist_agent_outfit_items/string/d5d0d363-026d-4369-84dd-5b40e7ae5817.json +2025-10-23 11:20:10,193 agent_server.py [line:135] INFO data: {'status': 'stop', 'message': 'Finish reason: Duplicate item selected.', 'path': '', 'outfit_id': '918521d9-aaf1-496b-8d4a-1b6fe0797589'} +2025-10-23 11:20:10,193 agent_server.py [line:135] INFO data: {'status': 'finish', 'message': 'Finish reason: Uploading the outfit json file is completed', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/d5d0d363-026d-4369-84dd-5b40e7ae5817.json', 'outfit_id': '918521d9-aaf1-496b-8d4a-1b6fe0797589'} +2025-10-23 11:20:10,193 agent_server.py [line:113] INFO Outfit 918521d9-aaf1-496b-8d4a-1b6fe0797589 completed. Total done: 2/4 +2025-10-23 11:20:11,527 minio_client.py [line:105] INFO ✅ JSON file uploaded successfully to lanecarford/lc_stylist_agent_outfit_items/string/cb7394f5-37c3-4df5-9a6e-b919fbaa8343.json +2025-10-23 11:20:11,527 agent_server.py [line:135] INFO data: {'status': 'stop', 'message': 'Finish reason: Duplicate item selected.', 'path': '', 'outfit_id': '10b237b1-83bf-4e6f-afec-4d44e94efd3f'} +2025-10-23 11:20:11,527 agent_server.py [line:135] INFO data: {'status': 'finish', 'message': 'Finish reason: Uploading the outfit json file is completed', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/cb7394f5-37c3-4df5-9a6e-b919fbaa8343.json', 'outfit_id': '10b237b1-83bf-4e6f-afec-4d44e94efd3f'} +2025-10-23 11:20:11,527 agent_server.py [line:113] INFO Outfit 10b237b1-83bf-4e6f-afec-4d44e94efd3f completed. Total done: 3/4 +2025-10-23 11:20:46,654 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:20:46,658 agent_server.py [line:135] INFO data: {'status': 'ok', 'message': 'Finish reason: Duplicate item selected.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/c2feb0de-65f0-47c8-b880-387cee2d29da.jpg', 'outfit_id': '2c810463-b7ca-4b0d-b421-354bcfca904c'} +2025-10-23 11:21:34,535 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:21:34,539 agent_server.py [line:135] INFO data: {'status': 'ok', 'message': 'Finish reason: Duplicate item selected.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/14bce83e-e756-42ea-bbdf-ce9871daf50a.jpg', 'outfit_id': '2c810463-b7ca-4b0d-b421-354bcfca904c'} +2025-10-23 11:21:59,202 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:21:59,206 agent_server.py [line:135] INFO data: {'status': 'ok', 'message': 'Finish reason: Duplicate item selected.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/67ead470-42ba-492e-8d21-ed829e24ba4b.jpg', 'outfit_id': '2c810463-b7ca-4b0d-b421-354bcfca904c'} +2025-10-23 11:22:11,106 minio_client.py [line:105] INFO ✅ JSON file uploaded successfully to lanecarford/lc_stylist_agent_outfit_items/string/2005d954-2392-4b17-8d8a-b285bc7bf38a.json +2025-10-23 11:22:11,106 agent_server.py [line:135] INFO data: {'status': 'stop', 'message': 'Finish reason: Duplicate item selected.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/0777d807-5646-4ce0-90b4-c1416637ef04.jpg', 'outfit_id': '2c810463-b7ca-4b0d-b421-354bcfca904c'} +2025-10-23 11:22:11,106 agent_server.py [line:135] INFO data: {'status': 'finish', 'message': 'Finish reason: Uploading the outfit json file is completed', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/2005d954-2392-4b17-8d8a-b285bc7bf38a.json', 'outfit_id': '2c810463-b7ca-4b0d-b421-354bcfca904c'} +2025-10-23 11:22:11,107 agent_server.py [line:113] INFO Outfit 2c810463-b7ca-4b0d-b421-354bcfca904c completed. Total done: 4/4 +2025-10-23 11:22:11,107 agent_server.py [line:124] INFO --- Final Recommendation Results: All tasks finished and merged. --- +2025-10-23 11:24:50,359 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 11:24:50,371 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 11:24:50,404 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 11:24:50,413 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 11:24:50,416 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 11:24:50,425 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 11:24:54,163 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 11:24:55,305 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 11:25:01,832 agent_server.py [line:70] INFO request: {'user_id': 'string', 'num_outfits': 4, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-23 11:25:01,833 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:25:05,825 agent_server.py [line:76] INFO request_summary: ```json +{ + "occasion": "Not specified, assistant is asking for details (e.g., special event, celebration)", + "style": "Chinese style, assistant is asking for more details (e.g., traditional, modern, elegant, formal, casual, contemporary)", + "color_preference": "Not specified", + "clothing_type": "Cheongsam", + "vibe_or_details": "Chinese aesthetic" +} +``` +2025-10-23 11:25:05,826 agent_server.py [line:102] INFO --- Started 4 concurrent outfit generation tasks. --- +2025-10-23 11:25:05,866 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:25:05,873 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:25:05,879 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:25:05,884 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:25:26,001 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:25:26,007 agent_server.py [line:135] INFO data: {'status': 'ok', 'message': '', 'path': '', 'outfit_id': 'ad68ad14-b881-4281-b044-8b7d6c63a7e6'} +2025-10-23 11:25:43,263 minio_client.py [line:105] INFO ✅ JSON file uploaded successfully to lanecarford/lc_stylist_agent_outfit_items/string/8018ca0e-c597-498f-b6a0-25927e758d5b.json +2025-10-23 11:26:53,700 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 11:26:53,744 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 11:26:53,753 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 11:26:53,791 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 11:26:53,837 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 11:26:53,847 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 11:26:58,122 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 11:26:58,122 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 11:27:06,240 agent_server.py [line:45] INFO request: {'user_id': 'string', 'num_outfits': 4, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-23 11:27:06,242 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:27:08,623 agent_server.py [line:51] INFO request_summary: ```json +{ + "occasion": null, + "style": null, + "color_preference": "No preference", + "clothing_type": "Chinese style cheongsam", + "vibe_or_details": null +} +``` +2025-10-23 11:27:08,688 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:27:15,181 agent_server.py [line:65] INFO data: {'status': 'ok', 'message': '', 'path': '', 'outfit_id': '4ace98e2-fc3c-4da1-8a66-b1f18358cdd1'} +2025-10-23 11:27:15,182 agent_server.py [line:65] INFO data: {'status': None, 'message': '', 'path': '', 'outfit_id': '4ace98e2-fc3c-4da1-8a66-b1f18358cdd1'} +2025-10-23 11:27:15,654 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:27:23,943 agent_server.py [line:65] INFO data: {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/372257a1-75a2-4f58-8f51-bffb84ac949f.jpg', 'outfit_id': '4ace98e2-fc3c-4da1-8a66-b1f18358cdd1'} +2025-10-23 11:27:24,367 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:27:49,603 agent_server.py [line:65] INFO data: {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/1dc4d364-3d80-4258-afc8-a0e1026d07eb.jpg', 'outfit_id': '4ace98e2-fc3c-4da1-8a66-b1f18358cdd1'} +2025-10-23 11:27:50,012 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:28:35,706 agent_server.py [line:65] INFO data: {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/55c2199b-a6fc-4ec5-9f9b-a355cf6a0c45.jpg', 'outfit_id': '4ace98e2-fc3c-4da1-8a66-b1f18358cdd1'} +2025-10-23 11:28:36,168 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:29:03,107 agent_server.py [line:65] INFO data: {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/32ba57ef-c0f5-4127-93a1-67a363b698d7.jpg', 'outfit_id': '4ace98e2-fc3c-4da1-8a66-b1f18358cdd1'} +2025-10-23 11:29:03,108 agent_server.py [line:65] INFO data: {'status': 'stop', 'message': 'Finish reason: Reached max outfit length.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/32ba57ef-c0f5-4127-93a1-67a363b698d7.jpg', 'outfit_id': '4ace98e2-fc3c-4da1-8a66-b1f18358cdd1'} +2025-10-23 11:29:03,132 minio_client.py [line:105] INFO ✅ JSON file uploaded successfully to lanecarford/lc_stylist_agent_outfit_items/string/bdada992-5da4-4a4b-8313-39c2cd18ebee.json +2025-10-23 11:29:03,133 agent_server.py [line:65] INFO data: {'status': 'finish', 'message': 'Finish reason: Uploading the outfit json file is completed', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/bdada992-5da4-4a4b-8313-39c2cd18ebee.json', 'outfit_id': '4ace98e2-fc3c-4da1-8a66-b1f18358cdd1'} +2025-10-23 11:29:03,139 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:29:06,431 agent_server.py [line:65] INFO data: {'status': 'ok', 'message': 'Finish reason: Reached max outfit length.', 'path': '', 'outfit_id': 'd156fb58-e9b1-47f2-b9c8-15d6b50f38e3'} +2025-10-23 11:29:06,738 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:29:12,217 agent_server.py [line:65] INFO data: {'status': 'ok', 'message': 'Finish reason: Reached max outfit length.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/4461112f-ba84-441f-a557-bf48491c0a50.jpg', 'outfit_id': 'd156fb58-e9b1-47f2-b9c8-15d6b50f38e3'} +2025-10-23 11:29:12,593 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:29:52,020 agent_server.py [line:65] INFO data: {'status': 'ok', 'message': 'Finish reason: Reached max outfit length.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/310d14c6-e5f7-4f7a-a091-df7c23f349bd.jpg', 'outfit_id': 'd156fb58-e9b1-47f2-b9c8-15d6b50f38e3'} +2025-10-23 11:29:52,501 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:30:26,208 agent_server.py [line:65] INFO data: {'status': 'stop', 'message': 'Finish reason: Duplicate item selected.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/f196dcbb-e60e-4bc1-9c04-db0744a86317.jpg', 'outfit_id': 'd156fb58-e9b1-47f2-b9c8-15d6b50f38e3'} +2025-10-23 11:30:26,219 minio_client.py [line:105] INFO ✅ JSON file uploaded successfully to lanecarford/lc_stylist_agent_outfit_items/string/d9ee3b3d-7f8b-431a-a860-948157c3997f.json +2025-10-23 11:30:26,219 agent_server.py [line:65] INFO data: {'status': 'finish', 'message': 'Finish reason: Uploading the outfit json file is completed', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/d9ee3b3d-7f8b-431a-a860-948157c3997f.json', 'outfit_id': 'd156fb58-e9b1-47f2-b9c8-15d6b50f38e3'} +2025-10-23 11:30:26,224 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:30:31,001 agent_server.py [line:65] INFO data: {'status': 'ok', 'message': 'Finish reason: Duplicate item selected.', 'path': '', 'outfit_id': 'ccecd1dc-ddcb-421c-a6a2-6448c89c3e2b'} +2025-10-23 11:30:31,303 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:30:49,896 agent_server.py [line:65] INFO data: {'status': 'ok', 'message': 'Finish reason: Duplicate item selected.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/5aa90e6b-d88b-4cd5-953b-95a3b83c0e1a.jpg', 'outfit_id': 'ccecd1dc-ddcb-421c-a6a2-6448c89c3e2b'} +2025-10-23 11:30:50,305 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:31:00,222 agent_server.py [line:65] INFO data: {'status': 'ok', 'message': 'Finish reason: Duplicate item selected.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/6766500f-e68b-4e78-a2c4-d1f471a336e6.jpg', 'outfit_id': 'ccecd1dc-ddcb-421c-a6a2-6448c89c3e2b'} +2025-10-23 11:31:00,611 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:31:36,207 agent_server.py [line:65] INFO data: {'status': 'stop', 'message': 'Finish reason: Duplicate item selected.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/d6722e1c-b416-4f2f-a451-654380c259ce.jpg', 'outfit_id': 'ccecd1dc-ddcb-421c-a6a2-6448c89c3e2b'} +2025-10-23 11:31:36,218 minio_client.py [line:105] INFO ✅ JSON file uploaded successfully to lanecarford/lc_stylist_agent_outfit_items/string/29f27155-ee33-4abf-b953-feaeab4dddad.json +2025-10-23 11:31:36,218 agent_server.py [line:65] INFO data: {'status': 'finish', 'message': 'Finish reason: Uploading the outfit json file is completed', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/29f27155-ee33-4abf-b953-feaeab4dddad.json', 'outfit_id': 'ccecd1dc-ddcb-421c-a6a2-6448c89c3e2b'} +2025-10-23 11:31:36,223 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:31:39,234 agent_server.py [line:65] INFO data: {'status': 'ok', 'message': 'Finish reason: Duplicate item selected.', 'path': '', 'outfit_id': 'f4cb025a-3472-4951-8a1f-92b661b28e8c'} +2025-10-23 11:31:39,566 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:31:45,494 agent_server.py [line:65] INFO data: {'status': 'ok', 'message': 'Finish reason: Duplicate item selected.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/9a99e594-0a0d-4b6b-ab2b-d9af1127a355.jpg', 'outfit_id': 'f4cb025a-3472-4951-8a1f-92b661b28e8c'} +2025-10-23 11:31:45,858 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:32:02,528 agent_server.py [line:65] INFO data: {'status': 'ok', 'message': 'Finish reason: Duplicate item selected.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/98191298-4ac1-4be8-bc0b-6e065b0a5263.jpg', 'outfit_id': 'f4cb025a-3472-4951-8a1f-92b661b28e8c'} +2025-10-23 11:32:02,915 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:32:33,491 agent_server.py [line:65] INFO data: {'status': 'ok', 'message': 'Finish reason: Duplicate item selected.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/659e56c9-5c7f-4199-9427-c39a52a57ded.jpg', 'outfit_id': 'f4cb025a-3472-4951-8a1f-92b661b28e8c'} +2025-10-23 11:32:33,943 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 11:33:23,443 agent_server.py [line:65] INFO data: {'status': 'stop', 'message': 'Finish reason: Duplicate item selected.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/bb779d0c-d0a4-4718-bd0f-c0746a75b6e9.jpg', 'outfit_id': 'f4cb025a-3472-4951-8a1f-92b661b28e8c'} +2025-10-23 11:33:23,455 minio_client.py [line:105] INFO ✅ JSON file uploaded successfully to lanecarford/lc_stylist_agent_outfit_items/string/dbecf137-1b05-40fb-939c-8cca26cd9442.json +2025-10-23 11:33:23,455 agent_server.py [line:65] INFO data: {'status': 'finish', 'message': 'Finish reason: Uploading the outfit json file is completed', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/dbecf137-1b05-40fb-939c-8cca26cd9442.json', 'outfit_id': 'f4cb025a-3472-4951-8a1f-92b661b28e8c'} +2025-10-23 11:33:23,455 agent_server.py [line:61] INFO +--- Final Recommendation Results --- +2025-10-23 13:25:28,620 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 13:25:28,663 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 13:25:28,665 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 13:25:28,675 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 13:25:28,708 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 13:25:28,717 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 13:25:32,800 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 13:25:32,869 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 13:25:37,723 agent_server.py [line:46] INFO request: {'user_id': 'string', 'num_outfits': 4, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-23 13:25:37,724 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:25:40,943 agent_server.py [line:52] INFO request_summary: ```json +{ + "occasion": "Not specified", + "style": "Chinese traditional (cheongsam)", + "color_preference": "No preference", + "clothing_type": "Cheongsam (旗袍)", + "vibe_or_details": "Chinese style" +} +``` +2025-10-23 13:25:47,625 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:25:49,542 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:25:50,814 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:25:52,159 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:26:01,351 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:26:01,391 minio_client.py [line:105] INFO ✅ JSON file uploaded successfully to lanecarford/lc_stylist_agent_outfit_items/string/f2c7668d-e445-4416-bb64-b200f2835e40.json +2025-10-23 13:26:01,421 minio_client.py [line:105] INFO ✅ JSON file uploaded successfully to lanecarford/lc_stylist_agent_outfit_items/string/f2a64497-9b91-4bbc-ac44-325e49db7b60.json +2025-10-23 13:26:01,452 minio_client.py [line:105] INFO ✅ JSON file uploaded successfully to lanecarford/lc_stylist_agent_outfit_items/string/a152d27a-06dd-4b10-9329-f85807158703.json +2025-10-23 13:27:13,857 minio_client.py [line:105] INFO ✅ JSON file uploaded successfully to lanecarford/lc_stylist_agent_outfit_items/string/61979b6f-4627-4e6c-b3b3-6cb5a2e30064.json +2025-10-23 13:28:06,446 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 13:28:06,492 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 13:28:06,497 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 13:28:06,502 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 13:28:06,544 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 13:28:06,553 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 13:28:11,341 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 13:28:11,585 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 13:28:14,248 agent_server.py [line:46] INFO request: {'user_id': 'string', 'num_outfits': 4, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-23 13:28:14,248 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:28:20,805 agent_server.py [line:52] INFO request_summary: ```json +{ + "occasion": "Not specified", + "style": "Chinese style", + "color_preference": "No preference", + "clothing_type": "Cheongsam", + "vibe_or_details": "No specific details" +} +``` +2025-10-23 13:28:25,126 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:28:26,577 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:28:27,659 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:28:28,798 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:28:39,554 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:29:24,681 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:29:54,405 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 13:29:54,431 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 13:29:54,451 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 13:29:54,460 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 13:29:54,475 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 13:29:54,485 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 13:29:58,510 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 13:29:59,200 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 13:30:29,611 agent_server.py [line:46] INFO request: {'user_id': 'string', 'num_outfits': 4, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-23 13:30:29,612 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:30:33,707 agent_server.py [line:52] INFO request_summary: ```json +{ + "occasion": "Special event or celebration", + "style": "Chinese traditional elegance", + "color_preference": "No preference", + "clothing_type": "Cheongsam (qipao), Chinese style", + "vibe_or_details": "Elegant and formal" +} +``` +2025-10-23 13:30:42,522 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:30:57,725 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:31:01,957 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:31:04,104 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:31:16,166 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:31:41,077 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:31:50,086 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:43:46,382 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 13:43:46,412 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 13:43:46,427 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 13:43:46,436 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 13:43:46,456 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 13:43:46,466 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 13:43:51,446 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 13:43:52,394 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 4, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-23 13:43:52,395 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:43:56,097 agent_server.py [line:53] INFO request_summary: ```json +{ + "occasion": "Not specified", + "style": "Chinese style", + "color_preference": "No preference", + "clothing_type": "Cheongsam", + "vibe_or_details": "Traditional Chinese aesthetics" +} +``` +2025-10-23 13:43:56,098 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 13:43:56,172 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 13:43:56,228 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 13:43:56,283 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 13:43:58,756 stylist_agent_server.py [line:274] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': 'dce4e9c0-a5be-4268-adff-9552caddd22f'} +2025-10-23 13:43:58,757 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:43:58,765 stylist_agent_server.py [line:274] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': 'bc602866-1120-4882-bba3-31bfe684e049'} +2025-10-23 13:43:58,765 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:43:58,770 stylist_agent_server.py [line:274] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': '0ceb3eb5-8020-4600-97d3-0f50a5e0983b'} +2025-10-23 13:43:58,771 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:43:58,776 stylist_agent_server.py [line:274] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': 'b4636bcf-6fe6-4707-90c2-e75857957644'} +2025-10-23 13:43:58,777 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:44:02,849 stylist_agent_server.py [line:364] INFO {'status': 'ok', 'message': '', 'path': '', 'outfit_id': '0ceb3eb5-8020-4600-97d3-0f50a5e0983b'} +2025-10-23 13:44:03,381 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:44:03,415 stylist_agent_server.py [line:364] INFO {'status': 'ok', 'message': '', 'path': '', 'outfit_id': 'bc602866-1120-4882-bba3-31bfe684e049'} +2025-10-23 13:44:03,798 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:44:04,985 stylist_agent_server.py [line:364] INFO {'status': 'ok', 'message': '', 'path': '', 'outfit_id': 'dce4e9c0-a5be-4268-adff-9552caddd22f'} +2025-10-23 13:44:05,342 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:44:05,374 stylist_agent_server.py [line:364] INFO {'status': 'ok', 'message': '', 'path': '', 'outfit_id': 'b4636bcf-6fe6-4707-90c2-e75857957644'} +2025-10-23 13:44:05,835 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:44:11,594 stylist_agent_server.py [line:364] INFO {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/bcff7784-855a-4650-a54c-0f08fa0c8c95.jpg', 'outfit_id': 'bc602866-1120-4882-bba3-31bfe684e049'} +2025-10-23 13:44:11,911 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:44:15,744 stylist_agent_server.py [line:364] INFO {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/23e31943-ece7-4a62-87c5-b31818a4b811.jpg', 'outfit_id': '0ceb3eb5-8020-4600-97d3-0f50a5e0983b'} +2025-10-23 13:44:16,113 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:44:16,432 stylist_agent_server.py [line:364] INFO {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/eff89bcf-15d6-45a9-838f-fc667d664fda.jpg', 'outfit_id': 'b4636bcf-6fe6-4707-90c2-e75857957644'} +2025-10-23 13:44:16,770 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:44:20,357 stylist_agent_server.py [line:341] INFO {'status': 'stop', 'message': 'Finish reason: Duplicate item selected.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/5de155d0-56a6-43e8-a2f1-7538fce86220.jpg', 'outfit_id': 'bc602866-1120-4882-bba3-31bfe684e049'} +2025-10-23 13:44:20,358 stylist_agent_server.py [line:398] INFO {'status': 'stop', 'message': 'Finish reason: Duplicate item selected.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/5de155d0-56a6-43e8-a2f1-7538fce86220.jpg', 'outfit_id': 'bc602866-1120-4882-bba3-31bfe684e049'} +2025-10-23 13:44:25,524 stylist_agent_server.py [line:364] INFO {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/a92afc54-a169-4f17-97b1-a347b01f65e5.jpg', 'outfit_id': 'b4636bcf-6fe6-4707-90c2-e75857957644'} +2025-10-23 13:44:25,895 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:44:25,958 stylist_agent_server.py [line:364] INFO {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/d8551497-07a3-43aa-8b0e-f7d3fdbaecd3.jpg', 'outfit_id': '0ceb3eb5-8020-4600-97d3-0f50a5e0983b'} +2025-10-23 13:44:26,434 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:44:33,940 stylist_agent_server.py [line:364] INFO {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/77998525-5fca-4a9a-abc3-57ab0bd6d906.jpg', 'outfit_id': 'dce4e9c0-a5be-4268-adff-9552caddd22f'} +2025-10-23 13:44:34,274 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:44:41,417 stylist_agent_server.py [line:364] INFO {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/bd4e3dae-38c5-46a5-ace1-0981d2a824c0.jpg', 'outfit_id': 'b4636bcf-6fe6-4707-90c2-e75857957644'} +2025-10-23 13:44:41,830 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:44:41,861 stylist_agent_server.py [line:364] INFO {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/04c2e2d1-24c7-4770-8501-448624327e13.jpg', 'outfit_id': '0ceb3eb5-8020-4600-97d3-0f50a5e0983b'} +2025-10-23 13:44:42,284 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:44:44,902 stylist_agent_server.py [line:364] INFO {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/d4f54181-4f07-4ca1-ad89-45fcea73dc65.jpg', 'outfit_id': 'dce4e9c0-a5be-4268-adff-9552caddd22f'} +2025-10-23 13:44:45,255 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:44:55,768 stylist_agent_server.py [line:364] INFO {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/5bd19a7c-2c9e-405b-896b-84f2169c1c3a.jpg', 'outfit_id': 'b4636bcf-6fe6-4707-90c2-e75857957644'} +2025-10-23 13:44:55,768 stylist_agent_server.py [line:385] INFO {'status': 'stop', 'message': 'Finish reason: Reached max outfit length.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/5bd19a7c-2c9e-405b-896b-84f2169c1c3a.jpg'} +2025-10-23 13:44:55,778 stylist_agent_server.py [line:398] INFO {'status': 'stop', 'message': 'Finish reason: Reached max outfit length.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/5bd19a7c-2c9e-405b-896b-84f2169c1c3a.jpg'} +2025-10-23 13:44:58,356 stylist_agent_server.py [line:364] INFO {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/b329df14-9b79-4ca5-8831-1a306acfed20.jpg', 'outfit_id': 'dce4e9c0-a5be-4268-adff-9552caddd22f'} +2025-10-23 13:44:58,787 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:45:01,119 stylist_agent_server.py [line:341] INFO {'status': 'stop', 'message': 'Finish reason: Duplicate item selected.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/1cd1803c-5f51-4961-a4f2-2acd3e0d8294.jpg', 'outfit_id': '0ceb3eb5-8020-4600-97d3-0f50a5e0983b'} +2025-10-23 13:45:01,120 stylist_agent_server.py [line:398] INFO {'status': 'stop', 'message': 'Finish reason: Duplicate item selected.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/1cd1803c-5f51-4961-a4f2-2acd3e0d8294.jpg', 'outfit_id': '0ceb3eb5-8020-4600-97d3-0f50a5e0983b'} +2025-10-23 13:45:20,358 stylist_agent_server.py [line:364] INFO {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/7fed1c7b-9efd-41fa-a335-182c310ea611.jpg', 'outfit_id': 'dce4e9c0-a5be-4268-adff-9552caddd22f'} +2025-10-23 13:45:20,358 stylist_agent_server.py [line:385] INFO {'status': 'stop', 'message': 'Finish reason: Reached max outfit length.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/7fed1c7b-9efd-41fa-a335-182c310ea611.jpg'} +2025-10-23 13:45:20,359 stylist_agent_server.py [line:398] INFO {'status': 'stop', 'message': 'Finish reason: Reached max outfit length.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/7fed1c7b-9efd-41fa-a335-182c310ea611.jpg'} +2025-10-23 13:54:25,342 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 13:54:25,366 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 13:54:25,388 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 13:54:25,397 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 13:54:25,411 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 13:54:25,420 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 13:54:29,582 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 13:54:54,573 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 4, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-23 13:54:54,574 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:54:57,710 agent_server.py [line:53] INFO request_summary: ```json +{ + "occasion": "No preference", + "style": "Chinese style", + "color_preference": "No preference", + "clothing_type": "Cheongsam", + "vibe_or_details": "No preference" +} +``` +2025-10-23 13:54:57,711 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 13:54:57,767 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 13:54:57,819 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 13:54:57,872 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 13:54:57,954 stylist_agent_server.py [line:274] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': '6b22e935-0db7-4837-8e0f-6e2b8d1928c8'} +2025-10-23 13:54:57,954 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:54:57,958 stylist_agent_server.py [line:274] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': '9a6a2b1a-e04e-491d-83a3-9d2eded56584'} +2025-10-23 13:54:57,959 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:54:57,963 stylist_agent_server.py [line:274] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': 'fbdba0ee-bf25-4487-a88f-29d00507f248'} +2025-10-23 13:54:57,964 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:54:57,970 stylist_agent_server.py [line:274] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': 'b1b256ce-0648-44b1-abe4-10c9c96e461b'} +2025-10-23 13:54:57,970 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:05:50,606 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:05:50,606 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:05:50,651 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 14:05:50,651 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 14:05:50,660 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 14:05:50,660 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 14:05:55,033 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:06:00,209 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 4, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-23 14:06:00,210 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:06:07,708 agent_server.py [line:53] INFO request_summary: ```json +{ + "occasion": "Unspecified", + "style": "Chinese style", + "color_preference": "No preference", + "clothing_type": "Cheongsam", + "vibe_or_details": "No additional details" +} +``` +2025-10-23 14:06:07,709 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:06:07,765 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:06:07,819 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:06:07,872 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:06:07,953 stylist_agent_server.py [line:275] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': 'eb372841-06de-4441-a156-5d1e53c1203c', 'items': []} +2025-10-23 14:06:07,953 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:06:07,958 stylist_agent_server.py [line:275] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': 'f9dde999-80c2-46d2-970d-78e28410bd68', 'items': []} +2025-10-23 14:06:07,959 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:06:07,963 stylist_agent_server.py [line:275] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': '694d1893-9ee9-48b0-ae4e-5b602c13d82d', 'items': []} +2025-10-23 14:06:07,964 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:06:07,969 stylist_agent_server.py [line:275] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': 'c6322143-7b86-440f-97a4-d6568e4da393', 'items': []} +2025-10-23 14:06:07,970 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:07:15,894 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:07:43,086 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:08:03,031 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:09:36,436 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:09:36,445 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:09:36,482 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 14:09:36,491 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 14:09:36,492 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 14:09:36,501 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 14:09:41,297 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:09:49,328 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 4, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-23 14:09:49,329 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:09:53,829 agent_server.py [line:53] INFO request_summary: ```json +{ + "occasion": "No preference", + "style": "Chinese style", + "color_preference": "No preference", + "clothing_type": "Cheongsam (Qipao)", + "vibe_or_details": "Chinese cultural aesthetic" +} +``` +2025-10-23 14:09:53,830 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:09:53,887 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:09:53,940 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:09:53,993 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:09:54,083 stylist_agent_server.py [line:275] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': '60416e04-6303-41e7-a086-945e03e5d215', 'items': []} +2025-10-23 14:09:54,083 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:09:54,088 stylist_agent_server.py [line:275] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': '650a6975-7f43-489e-964a-8befba246585', 'items': []} +2025-10-23 14:09:54,088 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:09:54,093 stylist_agent_server.py [line:275] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': 'e6988ddf-410f-407f-a664-107e27004a6d', 'items': []} +2025-10-23 14:09:54,093 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:09:54,098 stylist_agent_server.py [line:275] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': '24986e27-f964-4d27-8a13-417d87f3cf9a', 'items': []} +2025-10-23 14:09:54,098 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:10:03,704 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:11:55,714 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:11:55,762 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 14:11:55,763 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:11:55,772 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 14:11:55,809 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 14:11:55,819 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 14:12:00,397 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:12:13,190 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 4, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-23 14:12:13,191 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:12:17,090 agent_server.py [line:53] INFO request_summary: ```json +{ + "occasion": "Not specified", + "style": "Chinese traditional aesthetic", + "color_preference": "No preference", + "clothing_type": "Cheongsam", + "vibe_or_details": "Chinese style" +} +``` +2025-10-23 14:12:17,090 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:12:17,146 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:12:17,201 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:12:17,256 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:12:17,409 stylist_agent_server.py [line:275] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': '109380f4-2492-4d00-ac1b-95a58d732df7', 'items': []} +2025-10-23 14:12:17,409 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:12:17,414 stylist_agent_server.py [line:275] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': 'f3721f46-c549-4189-a7a4-280d7317e557', 'items': []} +2025-10-23 14:12:17,414 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:12:17,419 stylist_agent_server.py [line:275] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': 'd2204d6e-cbfa-4afd-b210-a7ae5b608916', 'items': []} +2025-10-23 14:12:17,420 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:12:17,426 stylist_agent_server.py [line:275] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': 'ef5d6386-1f0d-4384-b190-16eb78872153', 'items': []} +2025-10-23 14:12:17,426 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:12:38,274 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:12:56,300 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:13:03,927 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:13:10,972 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:13:13,194 stylist_agent_server.py [line:356] INFO {'status': 'stop', 'message': 'Finish reason: Duplicate item selected.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/9dd7568b-75e5-48e0-8f6f-588b49dd607f.jpg', 'outfit_id': 'd2204d6e-cbfa-4afd-b210-a7ae5b608916', 'items': ['EKO522']} +2025-10-23 14:13:13,194 stylist_agent_server.py [line:357] INFO [{'item_id': 'EKO522', 'category': 'Dresses', 'gpt_description': 'Slim-fit cheongsam dress in a vibrant red silk blend, featuring intricate gold and emerald floral embroidery that evokes a traditional Chinese aesthetic. The dress has a classic mandarin collar and short sleeves, serving as the central piece and primary pattern for the outfit.', 'description': "Add an edgy urban touch to your wardrobe with this pre-styled dress from alexanderwang which can be worn as a dress when closed or as a blazer when open. It is intentionally tucked at the yoke to evoke a layered look, underscoring this collection's theme of morphed tailoring, a study in the evolution of the garment.", 'image_path': 'EKO522.jpg'}] +2025-10-23 14:13:22,047 stylist_agent_server.py [line:356] INFO {'status': 'stop', 'message': 'Finish reason: Duplicate item selected.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/f69e6a38-6230-4398-ac81-7d3fbcc7d314.jpg', 'outfit_id': 'f3721f46-c549-4189-a7a4-280d7317e557', 'items': ['EKO522']} +2025-10-23 14:13:22,047 stylist_agent_server.py [line:357] INFO [{'item_id': 'EKO522', 'category': 'Dresses', 'gpt_description': "A slim-fit, floor-length Cheongsam dress in a rich sapphire blue silk, featuring an intricate traditional Chinese floral pattern embroidered in gold and deep red hues. It has a classic mandarin collar, frog button fastenings, and a high side slit for a traditional yet elegant silhouette. This dress serves as the primary garment, embodying the Chinese traditional aesthetic and setting the 'heavy print' foundation for the outfit.", 'description': "Add an edgy urban touch to your wardrobe with this pre-styled dress from alexanderwang which can be worn as a dress when closed or as a blazer when open. It is intentionally tucked at the yoke to evoke a layered look, underscoring this collection's theme of morphed tailoring, a study in the evolution of the garment.", 'image_path': 'EKO522.jpg'}] +2025-10-23 14:13:26,653 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:13:29,495 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:13:47,830 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:13:51,970 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:13:58,496 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:14:02,277 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:14:11,775 stylist_agent_server.py [line:353] INFO {'status': 'stop', 'message': 'Finish reason: Reached max outfit length.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/e2ff7826-ae7f-4799-a76c-6f9e103759f3.jpg', 'outfit_id': '109380f4-2492-4d00-ac1b-95a58d732df7', 'items': ['EKO522', 'EHJ697', 'EHK161', 'ELH616', 'EJU066']} +2025-10-23 14:14:11,776 stylist_agent_server.py [line:356] INFO {'status': 'stop', 'message': 'Finish reason: Reached max outfit length.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/e2ff7826-ae7f-4799-a76c-6f9e103759f3.jpg', 'outfit_id': '109380f4-2492-4d00-ac1b-95a58d732df7', 'items': ['EKO522', 'EHJ697', 'EHK161', 'ELH616', 'EJU066']} +2025-10-23 14:14:11,776 stylist_agent_server.py [line:357] INFO [{'item_id': 'EKO522', 'category': 'Dresses', 'gpt_description': 'A long, slim-fit cheongsam dress in a vibrant ruby red silk fabric, featuring an ornate embroidered pattern of traditional Chinese peonies and phoenixes in gold and deep blue threads. It has a high mandarin collar and delicate frog buttons, serving as the central and foundational piece for a Chinese traditional aesthetic outfit.', 'description': "Add an edgy urban touch to your wardrobe with this pre-styled dress from alexanderwang which can be worn as a dress when closed or as a blazer when open. It is intentionally tucked at the yoke to evoke a layered look, underscoring this collection's theme of morphed tailoring, a study in the evolution of the garment.", 'image_path': 'EKO522.jpg'}, {'item_id': 'EHJ697', 'category': 'Shoes', 'gpt_description': 'Solid black leather pointed low heels, designed with a sleek and sharp silhouette to complement the edgy urban aesthetic of the dress. These heels provide a subtle lift and sophisticated finish, grounding the morphed tailoring of the dress while adhering to the pure, solid color principle for shoes.', 'description': 'Thom Browne presents a delightful twist on tweed with these loafers, showcasing a woven texture that exudes charm and character. The classic penny style receives a fresh update through a navy hue and the iconic RWB tab, infusing the shoes with a modern and distinctive allure.', 'image_path': 'EHJ697.jpg'}, {'item_id': 'EHK161', 'category': 'Pants', 'gpt_description': "Dark wash indigo, straight-leg denim pants with a clean finish. These sturdy denim pants will be worn underneath the alexanderwang blazer-dress to introduce a textural contrast and achieve a 'pattern clash' with the dress's unique tailoring, completing the lower body in an edgy-casual manner as per the style guide's preference for denim items.", 'description': 'EENK serves boldness to their collections, showcasing the most unconventional designs like these half shorts that is accented with a lace panel and a lace trim. Adding a spin on a classic pair of white shorts, the exquisite details brings a sense of artistry to your look.', 'image_path': 'EHK161.jpg'}, {'item_id': 'ELH616', 'category': 'Handbags', 'gpt_description': "A structured, medium-sized solid black leather handbag with a sleek, minimalist design. It features a single top handle and an optional detachable shoulder strap, made from smooth, high-quality black leather, possibly with subtle gold-toned hardware. This bag serves as a pure, solid-colored accessory to ground the existing patterned elements of the outfit and aligns with the edgy urban aesthetic, while strictly adhering to the style guide's requirement for solid color leather bags.", 'description': 'The Ola is a soft, versatile and lightweight summer bag that is defined by a flowy, curved silhouette. Accented with a statement donut chain and a removable leather strap, this carryall complements perfectly from your resort-ready edits to your office curations.', 'image_path': 'ELH616.jpg'}, {'item_id': 'EJU066', 'category': 'Jewelry', 'gpt_description': 'A fine gold-toned chain necklace, approximately 18 inches in length, with a small, circular, polished gold pendant. This mandatory accessory adds a subtle touch of metallic warmth to the neckline, adhering to the gold tones preference outlined in the style guide.', 'description': "Explore Constellation collection bracelet where Tateossian blendsnature's beauty with enduring sophistication. This piece features rhodium-plated silver discs, accented by hand-carved moss agate rondelle beads for a touch of natural elegance.", 'image_path': 'EJU066.jpg'}] +2025-10-23 14:14:41,300 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:14:41,300 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:14:41,346 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 14:14:41,346 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 14:14:41,356 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 14:14:41,356 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 14:14:46,546 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:15:46,686 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 4, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-23 14:15:46,687 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:15:49,764 agent_server.py [line:53] INFO request_summary: ```json +{ + "occasion": "Not specified", + "style": "Not specified", + "color_preference": "No preference", + "clothing_type": "Chinese style cheongsam", + "vibe_or_details": "Not specified" +} +``` +2025-10-23 14:15:49,765 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:15:49,852 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:15:49,906 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:15:49,960 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:15:50,052 stylist_agent_server.py [line:275] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': '5f4a835e-b0e5-4932-8875-aa46b7b8dbfd', 'items': []} +2025-10-23 14:15:50,052 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:15:50,056 stylist_agent_server.py [line:275] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': '66ddb06a-73ca-4ed9-8dbb-2a99c550d9cf', 'items': []} +2025-10-23 14:15:50,057 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:15:50,062 stylist_agent_server.py [line:275] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': '0728807d-69f2-4524-b96e-a5c04455a097', 'items': []} +2025-10-23 14:15:50,062 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:15:50,068 stylist_agent_server.py [line:275] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': 'bad841e4-ccbf-481a-8406-7c55f170979b', 'items': []} +2025-10-23 14:15:50,068 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:15:54,878 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:15:56,974 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:15:59,060 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:16:00,560 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:16:03,967 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:16:13,889 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:16:14,986 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:16:24,520 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:16:29,136 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:16:33,990 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:16:36,324 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:16:40,688 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:16:46,028 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:16:53,207 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:16:55,538 stylist_agent_server.py [line:353] INFO {'status': 'stop', 'message': 'Finish reason: Reached max outfit length.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/76cff5dd-8e2d-4f61-8e22-2d64a606984d.jpg', 'outfit_id': '0728807d-69f2-4524-b96e-a5c04455a097', 'items': ['EKO522', 'EIQ863', 'EIJ070', 'EHJ697', 'ELH616']} +2025-10-23 14:16:55,538 stylist_agent_server.py [line:356] INFO {'status': 'stop', 'message': 'Finish reason: Reached max outfit length.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/76cff5dd-8e2d-4f61-8e22-2d64a606984d.jpg', 'outfit_id': '0728807d-69f2-4524-b96e-a5c04455a097', 'items': ['EKO522', 'EIQ863', 'EIJ070', 'EHJ697', 'ELH616']} +2025-10-23 14:17:01,494 stylist_agent_server.py [line:356] INFO {'status': 'stop', 'message': 'Finish reason: Duplicate item selected.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/c33cd98c-8947-4aef-9e13-1b21a51609fd.jpg', 'outfit_id': '66ddb06a-73ca-4ed9-8dbb-2a99c550d9cf', 'items': ['EKO522', 'EIQ863', 'EIJ070', 'EHJ697']} +2025-10-23 14:17:05,213 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:17:08,524 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:17:22,050 stylist_agent_server.py [line:353] INFO {'status': 'stop', 'message': 'Finish reason: Reached max outfit length.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/7a8a524a-d5ef-4fc8-b51e-aa8d91badd27.jpg', 'outfit_id': 'bad841e4-ccbf-481a-8406-7c55f170979b', 'items': ['EKO522', 'EIQ863', 'EKR023', 'EHJ697', 'ELH616']} +2025-10-23 14:17:22,050 stylist_agent_server.py [line:356] INFO {'status': 'stop', 'message': 'Finish reason: Reached max outfit length.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/7a8a524a-d5ef-4fc8-b51e-aa8d91badd27.jpg', 'outfit_id': 'bad841e4-ccbf-481a-8406-7c55f170979b', 'items': ['EKO522', 'EIQ863', 'EKR023', 'EHJ697', 'ELH616']} +2025-10-23 14:17:41,310 stylist_agent_server.py [line:353] INFO {'status': 'stop', 'message': 'Finish reason: Reached max outfit length.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/3ab49423-776a-4e76-a9ea-48cf524e9081.jpg', 'outfit_id': '5f4a835e-b0e5-4932-8875-aa46b7b8dbfd', 'items': ['EKO522', 'EIJ070', 'EIQ863', 'EHJ697', 'ELH616']} +2025-10-23 14:17:41,311 stylist_agent_server.py [line:356] INFO {'status': 'stop', 'message': 'Finish reason: Reached max outfit length.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/3ab49423-776a-4e76-a9ea-48cf524e9081.jpg', 'outfit_id': '5f4a835e-b0e5-4932-8875-aa46b7b8dbfd', 'items': ['EKO522', 'EIJ070', 'EIQ863', 'EHJ697', 'ELH616']} +2025-10-23 14:19:32,810 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:19:32,855 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 14:19:32,865 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 14:19:32,884 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:19:32,929 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 14:19:32,938 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 14:19:36,978 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:19:48,353 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 1, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-23 14:19:48,354 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:19:52,353 agent_server.py [line:53] INFO request_summary: ```json +{ + "occasion": "Not specified, looking for input on event type (e.g., special event, celebration)", + "style": "Chinese style (traditional, modern interpretation, elegant, formal, casual, or contemporary yet to be specified)", + "color_preference": "Not specified", + "clothing_type": "Cheongsam (Qipao)", + "vibe_or_details": "Not specified" +} +``` +2025-10-23 14:19:52,354 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:19:52,534 stylist_agent_server.py [line:275] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': '254d26ee-e46e-430d-86d7-5b4a3db8fe3d', 'items': []} +2025-10-23 14:19:58,063 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:20:09,717 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:20:45,984 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:21:51,456 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:21:51,501 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 14:21:51,510 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:21:51,511 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 14:21:51,557 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 14:21:51,566 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 14:21:54,332 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:21:55,358 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 1, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-23 14:21:55,359 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:21:58,420 agent_server.py [line:53] INFO request_summary: ```json +{ + "occasion": "Not specified", + "style": "Chinese style", + "color_preference": "No preference", + "clothing_type": "Cheongsam", + "vibe_or_details": "Traditional or modern interpretation, and formality (e.g., elegant and formal, or casual and contemporary) are not specified by the user." +} +``` +2025-10-23 14:21:58,421 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:21:58,505 stylist_agent_server.py [line:275] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': '4cbc3a70-8c7e-4cf0-b51d-7319a590cbf9', 'items': []} +2025-10-23 14:22:03,288 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:23:20,291 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:24:23,186 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:24:51,196 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:29:20,659 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:30:25,638 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:30:25,644 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:30:25,685 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 14:30:25,691 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 14:30:25,695 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 14:30:25,701 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 14:30:29,930 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:30:35,161 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 1, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-23 14:30:35,162 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:30:40,034 agent_server.py [line:53] INFO request_summary: ```json +{ + "occasion": null, + "style": "Chinese style", + "color_preference": null, + "clothing_type": "Cheongsam", + "vibe_or_details": null +} +``` +2025-10-23 14:30:40,035 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:30:40,269 stylist_agent_server.py [line:275] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': '15dfc4ba-51b8-49b2-b80f-a3cd4b652d4b', 'items': []} +2025-10-23 14:30:43,567 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:30:55,219 stylist_agent_server.py [line:356] INFO {'status': 'ok', 'message': '', 'path': '', 'outfit_id': '15dfc4ba-51b8-49b2-b80f-a3cd4b652d4b', 'items': ['EHV371']} +2025-10-23 14:30:57,189 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:31:02,866 stylist_agent_server.py [line:356] INFO {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/bfe16c02-3704-4518-b08d-c4d056f09a52.jpg', 'outfit_id': '15dfc4ba-51b8-49b2-b80f-a3cd4b652d4b', 'items': ['EHV371', 'EHJ697']} +2025-10-23 14:31:03,791 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:31:23,222 stylist_agent_server.py [line:356] INFO {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/58c99987-4950-44fa-b8c4-44f6a25beb1f.jpg', 'outfit_id': '15dfc4ba-51b8-49b2-b80f-a3cd4b652d4b', 'items': ['EHV371', 'EHJ697', 'EKR023']} +2025-10-23 14:33:38,446 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:33:38,475 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:33:38,491 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 14:33:38,501 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 14:33:38,520 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 14:33:38,530 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 14:33:43,267 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:33:50,298 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 1, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-23 14:33:50,299 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:33:53,466 agent_server.py [line:53] INFO request_summary: ```json +{ + "occasion": "Not specified", + "style": "Chinese style cheongsam", + "color_preference": "No preference", + "clothing_type": "Cheongsam", + "vibe_or_details": "Not specified" +} +``` +2025-10-23 14:33:53,466 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 14:33:53,792 stylist_agent_server.py [line:275] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': 'f65d857a-9c32-4a21-a06e-bd42d45e9fa2', 'items': []} +2025-10-23 14:33:56,592 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:34:02,957 stylist_agent_server.py [line:358] INFO {'status': 'ok', 'message': '', 'path': '', 'outfit_id': 'f65d857a-9c32-4a21-a06e-bd42d45e9fa2', 'items': ['']} +2025-10-23 14:34:11,915 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:34:20,742 stylist_agent_server.py [line:358] INFO {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/63d8af3c-9deb-40b8-aaf4-c97781d7853e.jpg', 'outfit_id': 'f65d857a-9c32-4a21-a06e-bd42d45e9fa2', 'items': ['', 'EKO522']} +2025-10-23 14:34:45,694 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:35:04,692 stylist_agent_server.py [line:358] INFO {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/220b7068-39e3-494f-8de5-45e217a4fb4e.jpg', 'outfit_id': 'f65d857a-9c32-4a21-a06e-bd42d45e9fa2', 'items': ['', 'EKO522', 'EIQ863']} +2025-10-23 14:36:10,043 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:36:19,655 stylist_agent_server.py [line:358] INFO {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/02f422c4-7c6e-4f5e-bd6b-de0066a1c27b.jpg', 'outfit_id': 'f65d857a-9c32-4a21-a06e-bd42d45e9fa2', 'items': ['', 'EKO522', 'EIQ863', 'ELQ012']} +2025-10-23 14:39:36,149 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 14:40:09,655 stylist_agent_server.py [line:355] INFO {'status': 'stop', 'message': 'Finish reason: Reached max outfit length.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/99cd8cc0-856a-487d-bb21-5684855ef48f.jpg', 'outfit_id': 'f65d857a-9c32-4a21-a06e-bd42d45e9fa2', 'items': ['', 'EKO522', 'EIQ863', 'ELQ012', 'EHJ697']} +2025-10-23 16:40:40,397 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 16:40:40,442 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 16:40:40,451 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 16:40:40,497 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 16:40:40,544 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 16:40:40,554 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 16:40:44,551 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 16:43:01,722 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 1, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-23 16:43:01,724 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 16:43:04,794 agent_server.py [line:60] INFO request_summary: ```json +{ + "occasion": "Not specified", + "style": "Chinese style (cheongsam)", + "color_preference": "Not specified", + "clothing_type": "Cheongsam (Qipao)", + "vibe_or_details": "Not specified" +} +``` +2025-10-23 16:43:04,795 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 16:43:04,911 stylist_agent_server.py [line:276] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': 'd5133691-9bd0-429f-8017-f1499881fd1a', 'items': []} +2025-10-23 16:43:12,513 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 16:43:17,659 stylist_agent_server.py [line:360] INFO {'status': 'ok', 'message': '', 'path': '', 'outfit_id': 'd5133691-9bd0-429f-8017-f1499881fd1a', 'items': []} +2025-10-23 16:43:18,459 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 16:43:28,961 stylist_agent_server.py [line:360] INFO {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/46fbafc6-0f91-4234-a736-4668016d663a.jpg', 'outfit_id': 'd5133691-9bd0-429f-8017-f1499881fd1a', 'items': ['EKO522']} +2025-10-23 16:46:07,890 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 16:46:40,576 stylist_agent_server.py [line:360] INFO {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/9345d104-509b-4324-8ece-9d0acbc18fd8.jpg', 'outfit_id': 'd5133691-9bd0-429f-8017-f1499881fd1a', 'items': ['EKO522', 'EHJ697']} +2025-10-23 16:51:13,324 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 16:51:13,372 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 16:51:13,372 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 16:51:13,382 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 16:51:13,420 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 16:51:13,430 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 16:51:18,309 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 16:51:40,304 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 2, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-23 16:51:40,305 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 16:51:44,908 agent_server.py [line:60] INFO request_summary: ```json +{ + "occasion": null, + "style": null, + "color_preference": "No preference", + "clothing_type": "Chinese style cheongsam (Qipao)", + "vibe_or_details": null +} +``` +2025-10-23 16:51:44,909 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 16:51:44,965 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 16:51:45,051 stylist_agent_server.py [line:276] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': '5caa653d-a560-4264-b741-2a38ed4112cf', 'items': []} +2025-10-23 16:51:45,052 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 16:51:45,057 stylist_agent_server.py [line:276] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': '24318c76-90b0-42dc-bca3-9456e6e24485', 'items': []} +2025-10-23 16:51:45,057 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 16:51:49,827 stylist_agent_server.py [line:360] INFO {'status': 'ok', 'message': '', 'path': '', 'outfit_id': '24318c76-90b0-42dc-bca3-9456e6e24485', 'items': []} +2025-10-23 16:51:50,776 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 16:51:50,808 stylist_agent_server.py [line:360] INFO {'status': 'ok', 'message': '', 'path': '', 'outfit_id': '5caa653d-a560-4264-b741-2a38ed4112cf', 'items': []} +2025-10-23 16:51:51,588 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 16:52:04,161 stylist_agent_server.py [line:360] INFO {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/4f70f3a9-6ef3-46fb-a6e1-a358be3d8796.jpg', 'outfit_id': '5caa653d-a560-4264-b741-2a38ed4112cf', 'items': ['EKO522']} +2025-10-23 16:52:04,898 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 16:52:06,058 stylist_agent_server.py [line:360] INFO {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/8786f9c9-a0c3-4af4-8f2a-3021e15ab7fd.jpg', 'outfit_id': '24318c76-90b0-42dc-bca3-9456e6e24485', 'items': ['EKO522']} +2025-10-23 16:52:06,750 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 16:52:14,594 stylist_agent_server.py [line:360] INFO {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/ae7c1c0a-35a7-4085-9c3c-4202158dcd54.jpg', 'outfit_id': '5caa653d-a560-4264-b741-2a38ed4112cf', 'items': ['EKO522', 'EIQ863']} +2025-10-23 16:52:15,398 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 16:52:25,260 stylist_agent_server.py [line:360] INFO {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/f36b3707-e1d8-43f3-8e26-82c4306a9a5f.jpg', 'outfit_id': '5caa653d-a560-4264-b741-2a38ed4112cf', 'items': ['EKO522', 'EIQ863', 'EHJ697']} +2025-10-23 16:52:26,080 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 16:52:48,902 stylist_agent_server.py [line:357] INFO {'status': 'stop', 'message': 'Finish reason: Reached max outfit length.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/4dbc7823-d60d-4656-bb6c-5524540424ec.jpg', 'outfit_id': '5caa653d-a560-4264-b741-2a38ed4112cf', 'items': ['EKO522', 'EIQ863', 'EHJ697', 'ELH616']} +2025-10-23 16:52:53,045 stylist_agent_server.py [line:360] INFO {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/28a1f36c-843c-4693-b647-f937dd976ca7.jpg', 'outfit_id': '24318c76-90b0-42dc-bca3-9456e6e24485', 'items': ['EKO522', 'EIQ863']} +2025-10-23 16:52:54,270 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 16:53:12,852 stylist_agent_server.py [line:360] INFO {'status': 'ok', 'message': '', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/afe6ec1d-bb9e-4d9d-be95-b916452d4bfe.jpg', 'outfit_id': '24318c76-90b0-42dc-bca3-9456e6e24485', 'items': ['EKO522', 'EIQ863', 'EKI586']} +2025-10-23 16:53:14,082 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 16:53:31,388 stylist_agent_server.py [line:357] INFO {'status': 'stop', 'message': 'Finish reason: Reached max outfit length.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/38d5bcb4-5c39-46bd-9710-55135bef1957.jpg', 'outfit_id': '24318c76-90b0-42dc-bca3-9456e6e24485', 'items': ['EKO522', 'EIQ863', 'EKI586', 'EHJ697']} +2025-10-23 16:53:31,389 agent_server.py [line:69] INFO +--- Final Recommendation Results --- +2025-10-23 16:53:31,389 agent_server.py [line:71] INFO ✅ Outfit 1 saved to: {'status': 'stop', 'message': 'Finish reason: Reached max outfit length.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/4dbc7823-d60d-4656-bb6c-5524540424ec.jpg', 'outfit_id': '5caa653d-a560-4264-b741-2a38ed4112cf', 'items': ['EKO522', 'EIQ863', 'EHJ697', 'ELH616']} +2025-10-23 16:53:31,389 agent_server.py [line:71] INFO ✅ Outfit 2 saved to: {'status': 'stop', 'message': 'Finish reason: Reached max outfit length.', 'path': 'lanecarford/lc_stylist_agent_outfit_items/string/38d5bcb4-5c39-46bd-9710-55135bef1957.jpg', 'outfit_id': '24318c76-90b0-42dc-bca3-9456e6e24485', 'items': ['EKO522', 'EIQ863', 'EKI586', 'EHJ697']} +2025-10-23 21:42:34,087 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 21:42:34,092 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 21:42:34,138 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-23 21:42:34,140 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-23 21:42:34,148 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 21:42:34,149 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 21:42:40,056 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 21:43:04,101 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 1, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-23 21:43:04,103 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 21:43:04,108 base_events.py [line:1758] ERROR Task exception was never retrieved +future: exception=DefaultCredentialsError('Gemini API call failed: File /app/request.json was not found.')> +Traceback (most recent call last): + File "/workspace/lc_stylist_agent/app/core/llm_interface.py", line 45, in generate_response + response = await self.gemini_client.aio.models.generate_content( + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/google/genai/models.py", line 6757, in generate_content + response = await self._generate_content( + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/google/genai/models.py", line 5592, in _generate_content + response = await self._api_client.async_request( + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/google/genai/_api_client.py", line 1341, in async_request + result = await self._async_request( + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/google/genai/_api_client.py", line 1286, in _async_request + return await self._async_retry( # type: ignore[no-any-return] + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/tenacity/_asyncio.py", line 58, in __call__ + do = await self.iter(retry_state=retry_state) + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/tenacity/_asyncio.py", line 110, in iter + result = await action(retry_state) + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/tenacity/_asyncio.py", line 78, in inner + return fn(*args, **kwargs) + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/tenacity/__init__.py", line 410, in exc_check + raise retry_exc.reraise() + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/tenacity/__init__.py", line 183, in reraise + raise self.last_attempt.result() + File "/home/user/miniconda3/envs/test/lib/python3.10/concurrent/futures/_base.py", line 451, in result + return self.__get_result() + File "/home/user/miniconda3/envs/test/lib/python3.10/concurrent/futures/_base.py", line 403, in __get_result + raise self._exception + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/tenacity/_asyncio.py", line 61, in __call__ + result = await fn(*args, **kwargs) + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/google/genai/_api_client.py", line 1153, in _async_request_once + f'Bearer {await self._async_access_token()}' + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/google/genai/_api_client.py", line 970, in _async_access_token + self._credentials, project = await asyncio.to_thread( + File "/home/user/miniconda3/envs/test/lib/python3.10/asyncio/threads.py", line 25, in to_thread + return await loop.run_in_executor(None, func_call) + File "/home/user/miniconda3/envs/test/lib/python3.10/concurrent/futures/thread.py", line 58, in run + result = self.fn(*self.args, **self.kwargs) + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/google/genai/_api_client.py", line 184, in load_auth + credentials, loaded_project_id = google.auth.default( # type: ignore[no-untyped-call] + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/google/auth/_default.py", line 705, in default + credentials, project_id = checker() + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/google/auth/_default.py", line 698, in + lambda: _get_explicit_environ_credentials(quota_project_id=quota_project_id), + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/google/auth/_default.py", line 346, in _get_explicit_environ_credentials + credentials, project_id = load_credentials_from_file( + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/google/auth/_default.py", line 173, in load_credentials_from_file + raise exceptions.DefaultCredentialsError( +google.auth.exceptions.DefaultCredentialsError: File /app/request.json was not found. + +During handling of the above exception, another exception occurred: + +Traceback (most recent call last): + File "/workspace/lc_stylist_agent/app/server/ChatbotAgent/agent_server.py", line 59, in background_run + request_summary = await self.get_conversation_summary(request.user_id) + File "/workspace/lc_stylist_agent/app/server/ChatbotAgent/agent_server.py", line 84, in get_conversation_summary + summary = await self.llm.generate_response(history=[Message(role=Role.USER, content=input_message)], system_prompt=SUMMARY_PROMPT) + File "/workspace/lc_stylist_agent/app/core/llm_interface.py", line 55, in generate_response + raise type(e)(f"Gemini API call failed: {e}") +google.auth.exceptions.DefaultCredentialsError: Gemini API call failed: File /app/request.json was not found. +2025-10-23 21:43:39,693 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 1, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-23 21:43:39,695 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 21:43:39,697 base_events.py [line:1758] ERROR Task exception was never retrieved +future: exception=DefaultCredentialsError('Gemini API call failed: File /app/request.json was not found.')> +Traceback (most recent call last): + File "/workspace/lc_stylist_agent/app/core/llm_interface.py", line 45, in generate_response + response = await self.gemini_client.aio.models.generate_content( + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/google/genai/models.py", line 6757, in generate_content + response = await self._generate_content( + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/google/genai/models.py", line 5592, in _generate_content + response = await self._api_client.async_request( + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/google/genai/_api_client.py", line 1341, in async_request + result = await self._async_request( + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/google/genai/_api_client.py", line 1286, in _async_request + return await self._async_retry( # type: ignore[no-any-return] + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/tenacity/_asyncio.py", line 58, in __call__ + do = await self.iter(retry_state=retry_state) + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/tenacity/_asyncio.py", line 110, in iter + result = await action(retry_state) + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/tenacity/_asyncio.py", line 78, in inner + return fn(*args, **kwargs) + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/tenacity/__init__.py", line 410, in exc_check + raise retry_exc.reraise() + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/tenacity/__init__.py", line 183, in reraise + raise self.last_attempt.result() + File "/home/user/miniconda3/envs/test/lib/python3.10/concurrent/futures/_base.py", line 451, in result + return self.__get_result() + File "/home/user/miniconda3/envs/test/lib/python3.10/concurrent/futures/_base.py", line 403, in __get_result + raise self._exception + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/tenacity/_asyncio.py", line 61, in __call__ + result = await fn(*args, **kwargs) + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/google/genai/_api_client.py", line 1153, in _async_request_once + f'Bearer {await self._async_access_token()}' + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/google/genai/_api_client.py", line 970, in _async_access_token + self._credentials, project = await asyncio.to_thread( + File "/home/user/miniconda3/envs/test/lib/python3.10/asyncio/threads.py", line 25, in to_thread + return await loop.run_in_executor(None, func_call) + File "/home/user/miniconda3/envs/test/lib/python3.10/concurrent/futures/thread.py", line 58, in run + result = self.fn(*self.args, **self.kwargs) + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/google/genai/_api_client.py", line 184, in load_auth + credentials, loaded_project_id = google.auth.default( # type: ignore[no-untyped-call] + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/google/auth/_default.py", line 705, in default + credentials, project_id = checker() + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/google/auth/_default.py", line 698, in + lambda: _get_explicit_environ_credentials(quota_project_id=quota_project_id), + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/google/auth/_default.py", line 346, in _get_explicit_environ_credentials + credentials, project_id = load_credentials_from_file( + File "/home/user/miniconda3/envs/test/lib/python3.10/site-packages/google/auth/_default.py", line 173, in load_credentials_from_file + raise exceptions.DefaultCredentialsError( +google.auth.exceptions.DefaultCredentialsError: File /app/request.json was not found. + +During handling of the above exception, another exception occurred: + +Traceback (most recent call last): + File "/workspace/lc_stylist_agent/app/server/ChatbotAgent/agent_server.py", line 59, in background_run + request_summary = await self.get_conversation_summary(request.user_id) + File "/workspace/lc_stylist_agent/app/server/ChatbotAgent/agent_server.py", line 84, in get_conversation_summary + summary = await self.llm.generate_response(history=[Message(role=Role.USER, content=input_message)], system_prompt=SUMMARY_PROMPT) + File "/workspace/lc_stylist_agent/app/core/llm_interface.py", line 55, in generate_response + raise type(e)(f"Gemini API call failed: {e}") +google.auth.exceptions.DefaultCredentialsError: Gemini API call failed: File /app/request.json was not found. +2025-10-23 21:43:51,564 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 21:43:51,588 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 21:43:51,614 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-23 21:43:51,624 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 21:43:51,638 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-23 21:43:51,647 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 21:43:54,228 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 21:43:56,123 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 1, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-23 21:43:56,124 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 21:44:02,240 agent_server.py [line:60] INFO request_summary: ```json +{ + "occasion": null, + "style": null, + "color_preference": null, + "clothing_type": null, + "vibe_or_details": null +} +``` +2025-10-23 21:44:02,240 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 21:44:02,412 stylist_agent_server.py [line:276] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': 'f94f38e7-61eb-4b4f-8ef2-498f12e681b3', 'items': []} +2025-10-23 21:44:04,657 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 21:44:09,079 agent_server.py [line:69] INFO +--- Final Recommendation Results --- +2025-10-23 21:44:09,080 agent_server.py [line:73] ERROR ❌ Failed: 'NoneType' object has no attribute 'get' +2025-10-23 21:44:22,671 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 1, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-23 21:44:22,675 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 21:44:27,004 agent_server.py [line:60] INFO request_summary: ```json +{ + "occasion": null, + "style": null, + "color_preference": null, + "clothing_type": null, + "vibe_or_details": null +} +``` +2025-10-23 21:44:27,005 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 21:44:27,086 stylist_agent_server.py [line:276] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': '942e711a-fc22-4b41-9bef-403cb0686627', 'items': []} +2025-10-23 21:44:30,097 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-24 09:59:19,870 agent_server.py [line:69] INFO +--- Final Recommendation Results --- +2025-10-24 09:59:19,870 agent_server.py [line:73] ERROR ❌ Failed: 'NoneType' object has no attribute 'get' +2025-10-24 09:59:22,964 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 1, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-24 09:59:22,966 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-24 09:59:26,743 agent_server.py [line:60] INFO request_summary: ```json +{ + "occasion": "Summer casual outing or brunch", + "style": "Flowy, chic, comfortable, and a bit feminine", + "color_preference": "['Pastel pink', 'Lavender', 'Sky blue']", + "clothing_type": "Lightweight maxi dress", + "vibe_or_details": "Needs to be breathable for warm weather, no bold prints, preferably subtle floral or abstract patterns" +} +``` +2025-10-24 09:59:26,743 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 09:59:26,878 stylist_agent_server.py [line:276] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': '431d7a98-6c85-4ef1-a8ef-c098de87c02f', 'items': []} +2025-10-24 09:59:30,525 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-24 09:59:51,130 agent_server.py [line:69] INFO +--- Final Recommendation Results --- +2025-10-24 09:59:51,131 agent_server.py [line:73] ERROR ❌ Failed: 'NoneType' object has no attribute 'get' +2025-10-24 10:00:07,136 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 1, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-24 10:00:07,138 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-24 10:00:14,257 agent_server.py [line:60] INFO request_summary: ```json +{ + "occasion": "Romantic date dinner", + "style": "Classic elegance", + "color_preference": [ + "Cream", + "Pale Blue" + ], + "clothing_type": "Lightweight maxi dress", + "vibe_or_details": "Needs to be comfortable and breathable" +} +``` +2025-10-24 10:00:14,258 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:00:14,345 stylist_agent_server.py [line:276] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': 'b87da12a-79f2-4adf-a491-7b994870a5cf', 'items': []} +2025-10-24 10:01:00,039 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-24 10:07:09,739 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:07:09,743 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:07:09,789 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-24 10:07:09,792 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-24 10:07:09,799 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-24 10:07:09,802 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-24 10:07:12,032 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:07:12,465 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 1, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-24 10:07:12,467 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-24 10:07:13,949 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 1, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-24 10:07:13,951 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-24 10:07:16,137 agent_server.py [line:60] INFO request_summary: ```json +{ + "occasion": "No occasion specified", + "style": "No style specified", + "color_preference": "No preference", + "clothing_type": "No clothing type specified", + "vibe_or_details": "No specific vibe or details mentioned" +} +``` +2025-10-24 10:07:16,137 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:07:16,265 stylist_agent_server.py [line:276] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': 'dfba5285-2630-4d18-95a7-cf3175fc2f4b', 'items': []} +2025-10-24 10:07:20,487 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-24 10:10:08,824 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:10:08,828 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:10:08,873 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-24 10:10:08,878 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-24 10:10:08,883 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-24 10:10:08,887 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-24 10:10:12,797 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:10:18,230 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 1, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-24 10:10:18,232 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-24 10:10:28,104 agent_server.py [line:60] INFO request_summary: ```json +{ + "occasion": "Romantic date dinner", + "style": "Classic elegance", + "color_preference": [ + "Cream", + "Pale Blue" + ], + "clothing_type": "Lightweight maxi dress", + "vibe_or_details": "Needs to be comfortable and breathable" +} +``` +2025-10-24 10:10:28,104 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:10:28,201 stylist_agent_server.py [line:276] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': '85f8e5a2-1624-4236-b1c8-7db683fd6648', 'items': []} +2025-10-24 10:10:29,874 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-24 10:12:46,788 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:12:46,788 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:12:46,837 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-24 10:12:46,837 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-24 10:12:46,847 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-24 10:12:46,848 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-24 10:12:49,941 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:12:50,663 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 1, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-24 10:12:50,665 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-24 10:12:58,806 agent_server.py [line:60] INFO request_summary: ```json +{ + "occasion": null, + "style": null, + "color_preference": null, + "clothing_type": null, + "vibe_or_details": null +} +``` +2025-10-24 10:12:58,807 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:12:58,901 stylist_agent_server.py [line:276] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': '0efb9179-bfc2-4700-9960-45605bb98dd6', 'items': []} +2025-10-24 10:13:01,149 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-24 10:15:04,724 agent_server.py [line:69] INFO +--- Final Recommendation Results --- +2025-10-24 10:15:04,724 agent_server.py [line:73] ERROR ❌ Failed: 'NoneType' object has no attribute 'get' +2025-10-24 10:15:07,518 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 1, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-24 10:15:07,520 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-24 10:15:11,829 agent_server.py [line:60] INFO request_summary: ```json +{ + "occasion": "No information provided", + "style": "No information provided", + "color_preference": "No information provided", + "clothing_type": "No information provided", + "vibe_or_details": "No information provided" +} +``` +2025-10-24 10:15:11,829 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:15:11,920 stylist_agent_server.py [line:276] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': '56b368f3-ab4a-46d7-941a-1381ddc4b95a', 'items': []} +2025-10-24 10:15:11,944 base_events.py [line:1758] ERROR Unclosed client session +client_session: +2025-10-24 10:15:13,379 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-24 10:16:37,818 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:16:37,866 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-24 10:16:37,876 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-24 10:16:37,897 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:16:37,947 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-24 10:16:37,957 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-24 10:16:43,885 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:16:48,608 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 1, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-24 10:16:48,610 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-24 10:16:59,374 agent_server.py [line:60] INFO request_summary: ```json +{ + "occasion": null, + "style": null, + "color_preference": null, + "clothing_type": null, + "vibe_or_details": null +} +``` +2025-10-24 10:16:59,375 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:16:59,467 stylist_agent_server.py [line:276] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': 'fb79695c-2983-4e38-b33c-69998d8d5dbf', 'items': []} +2025-10-24 10:17:03,349 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-24 10:17:47,933 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:17:47,940 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:17:47,981 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-24 10:17:47,988 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-24 10:17:47,991 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-24 10:17:47,998 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-24 10:18:25,700 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:19:02,062 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 1, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-24 10:19:02,063 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-24 10:19:02,300 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 1, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-24 10:19:02,301 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-24 10:19:05,047 agent_server.py [line:60] INFO request_summary: ```json +{ + "occasion": "Not specified", + "style": "Not specified", + "color_preference": "Not specified", + "clothing_type": "Not specified", + "vibe_or_details": "Not specified" +} +``` +2025-10-24 10:19:05,047 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:19:05,166 stylist_agent_server.py [line:276] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': 'a777dd3d-0a39-4fbc-bff8-e355cd75a77d', 'items': []} +2025-10-24 10:19:05,166 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-24 10:19:06,831 agent_server.py [line:60] INFO request_summary: ```json +{ + "occasion": "No preference", + "style": "No preference", + "color_preference": "No preference", + "clothing_type": "No preference", + "vibe_or_details": "No preference" +} +``` +2025-10-24 10:19:06,841 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:19:06,904 stylist_agent_server.py [line:276] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': '2fb95743-9a9b-40cc-9a44-6ebbd88c0b69', 'items': []} +2025-10-24 10:19:06,905 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-24 10:23:28,612 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:23:28,625 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:23:28,661 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-24 10:23:28,672 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-24 10:23:28,673 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-24 10:23:28,684 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-24 10:23:36,979 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:23:50,732 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 1, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-24 10:23:50,734 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-24 10:23:56,262 agent_server.py [line:60] INFO request_summary: ```json +{ + "occasion": "not specified", + "style": "not specified", + "color_preference": "no preference", + "clothing_type": "not specified", + "vibe_or_details": "not specified" +} +``` +2025-10-24 10:23:56,262 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:23:56,361 stylist_agent_server.py [line:276] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': 'b998cf99-b788-42c7-9611-e709a9d44798', 'items': []} +2025-10-24 10:23:56,361 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-24 10:25:05,020 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:25:05,020 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:25:05,069 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-24 10:25:05,069 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-24 10:25:05,080 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-24 10:25:05,080 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-24 10:25:09,676 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:25:37,283 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 1, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-24 10:25:37,285 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-24 10:25:43,698 agent_server.py [line:60] INFO request_summary: ```json +{ + "occasion": "Not specified", + "style": "Not specified", + "color_preference": "No preference", + "clothing_type": "Not specified", + "vibe_or_details": "Not specified" +} +``` +2025-10-24 10:25:43,699 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:25:43,792 stylist_agent_server.py [line:276] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': '680745ec-c95d-43a5-9989-3abedd329557', 'items': []} +2025-10-24 10:25:43,793 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-24 10:26:28,264 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:26:28,279 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:26:28,314 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-24 10:26:28,325 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-24 10:26:28,329 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-24 10:26:28,340 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-24 10:26:32,981 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:26:55,486 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 1, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-24 10:26:55,488 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-24 10:26:57,563 agent_server.py [line:60] INFO request_summary: ```json +{ + "occasion": "Summer casual outing or picnic", + "style": "Comfortable, stylish, and suitable for warm weather", + "color_preference": "['light colors', 'pastel shades']", + "clothing_type": "['dress', 'skirt', 'blouse', 'flowy top']", + "vibe_or_details": "Breathable fabrics like linen or cotton, needs to be suitable for warm weather, no specific exclusions on patterns or prints" +} +``` +2025-10-24 10:26:57,564 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:26:57,683 stylist_agent_server.py [line:276] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': '311e6d51-19b6-4e41-8c90-e4d97817ef94', 'items': []} +2025-10-24 10:26:57,683 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-24 10:36:15,330 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:36:15,334 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:36:15,381 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-24 10:36:15,382 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-24 10:36:15,391 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-24 10:36:15,392 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-24 10:36:19,375 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:36:34,842 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 1, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-24 10:36:34,844 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-24 10:36:37,898 agent_server.py [line:60] INFO request_summary: ```json +{ + "occasion": null, + "style": null, + "color_preference": null, + "clothing_type": null, + "vibe_or_details": null +} +``` +2025-10-24 10:36:37,899 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-24 10:36:38,006 stylist_agent_server.py [line:276] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': '0142e8b4-6d2c-4c40-8b23-69ad049c3edb', 'items': []} +2025-10-24 10:36:38,006 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. diff --git a/app/main.py b/app/main.py new file mode 100644 index 0000000..7f36184 --- /dev/null +++ b/app/main.py @@ -0,0 +1,26 @@ +import logging.config +import os + +import litserve as ls +from app.server.ChatbotAgent.agent_server import LCAgent +from app.server.ChatbotAgent.chatbot_server import LCChatBot +from logging_env import LOGGER_CONFIG_DICT + +logger = logging.getLogger(__name__) +# 判断目录是否存在 +logs = 'logs' +if not os.path.exists(logs): + # 不存在则创建目录（parents=True 允许创建多级目录，exist_ok=True 避免目录已存在时报错） + os.makedirs(logs, exist_ok=True) + logger.info(f"目录 {logs} 创建成功") +else: + logger.info(f"目录 {logs} 已存在") + +logging.config.dictConfig(LOGGER_CONFIG_DICT) + +# STEP 2: START THE SERVER +if __name__ == "__main__": + chat_boot_api = LCChatBot(enable_async=True, stream=True, api_path='/api/v1/chatbot') + agent_api = LCAgent(enable_async=True, api_path='/api/v1/agent') + server = ls.LitServer([chat_boot_api, agent_api]) + server.run(port=8001) diff --git a/app/server/ChatbotAgent/agent_server.py b/app/server/ChatbotAgent/agent_server.py new file mode 100644 index 0000000..e1a40ad --- /dev/null +++ b/app/server/ChatbotAgent/agent_server.py @@ -0,0 +1,129 @@ +import asyncio +import json +import logging +import uuid +from typing import List, Dict + +import litserve as ls +from pydantic import BaseModel +from app.core.config import settings +from app.core.data_structure import Message, Role +from app.core.llm_interface import AsyncGeminiLLM +from app.core.redis_manager import RedisManager +from app.core.stylist_agent_server import AsyncStylistAgent +from app.core.system_prompt import SUMMARY_PROMPT +from app.core.vector_database import VectorDatabase + +logger = logging.getLogger(__name__) + + +class AgentRequestModel(BaseModel): + user_id: str + num_outfits: int + stylist_path: str + + +class LCAgent(ls.LitAPI): + def setup(self, device): + self.llm = AsyncGeminiLLM(model_name=settings.LLM_MODEL_NAME) + self.redis = RedisManager( + host=settings.REDIS_HOST, + port=settings.REDIS_PORT, + db=settings.REDIS_DB, + key_prefix=settings.REDIS_HISTORY_KEY_PREFIX + ) + self.vector_db = VectorDatabase( + vector_db_dir=settings.VECTOR_DB_DIR, + collection_name=settings.COLLECTION_NAME, + embedding_model_name=settings.EMBEDDING_MODEL_NAME + ) + self.stylist_agent_kwages = { + 'local_db': self.vector_db, + 'max_len': 5, + 'gemini_model_name': settings.LLM_MODEL_NAME + } + + async def decode_request(self, request: AgentRequestModel): + logger.info(f"request: {request.model_dump()}") + return request + + async def predict(self, request): + asyncio.create_task(self.background_run(request)) + return {"status": "Task initiated in background."} + + async def encode_response(self, output): + return output + + async def background_run(self, request: AgentRequestModel): + # 1. 根据用户ID查询对话历史，总结对话内容 + request_summary = await self.get_conversation_summary(request.user_id) + logger.info(f"request_summary: {request_summary}") + + # 2.根据对话总结推荐搭配 + recommendation_results = await self.recommend_outfit(request_summary=request_summary, + stylist_name=request.stylist_path, + start_outfit=[], + num_outfits=request.num_outfits, + user_id=request.user_id) + + logger.info("\n--- Final Recommendation Results ---") + for i, path in enumerate(recommendation_results.get("successful_outfits", [])): + logger.info(f"✅ Outfit {i + 1} saved to: {path}") + for error in recommendation_results.get("failed_outfits", []): + logger.error(f"❌ {error}") + + async def get_conversation_summary(self, user_id: str) -> str: + """ + 分析用户的完整会话历史，并打包成一个简洁的需求总结。 + + 这个总结可以直接作为输入 Prompt 传递给 Stylist Agent。` + """ + history_messages = self.redis.get_history(user_id) + input_message = "\n".join([f"{msg.role.value}: {msg.content}" for msg in history_messages]) + # 临时调用 LLM 或使用本地逻辑生成总结 + summary = await self.llm.generate_response(history=[Message(role=Role.USER, content=input_message)], system_prompt=SUMMARY_PROMPT) + return summary + + async def recommend_outfit(self, request_summary: str, stylist_name: str, start_outfit=None, num_outfits: int = 1, user_id: str = "test"): + """ + 基于用户的对话历史和需求，推荐一套搭配。 + + Args: + request_summary: 用户的request + start_outfit: 可选的初始搭配列表，每个元素包含 'item_id' 和 'category'。 + """ + if start_outfit is None: + start_outfit = [] + tasks = [] + for _ in range(num_outfits): + agent = AsyncStylistAgent(**self.stylist_agent_kwages) + task = agent.run_styling_process( + request_summary=request_summary, + stylist_path=stylist_name, + start_outfit=start_outfit, + user_id=user_id + ) + tasks.append(task) + print(f"--- Starting {num_outfits} concurrent outfit generation tasks. ---") + + try: + results = await asyncio.gather(*tasks, return_exceptions=True) + + successful_outfits = [] + failed_outfits = [] + for result in results: + if isinstance(result, Exception): + # 任务执行中发生异常 + failed_outfits.append(f"Failed: {result}") + else: + # 任务成功，result 是 run_styling_process 返回的图片路径 + successful_outfits.append(result) + + return { + "successful_outfits": successful_outfits, + "failed_outfits": failed_outfits + } + + except Exception as e: + print(f"An unexpected error occurred during concurrent recommendation: {e}") + return {"error": str(e)} diff --git a/app/server/ChatbotAgent/chatbot_server.py b/app/server/ChatbotAgent/chatbot_server.py new file mode 100644 index 0000000..47fbf4d --- /dev/null +++ b/app/server/ChatbotAgent/chatbot_server.py @@ -0,0 +1,188 @@ +# server.py +import asyncio +import logging +import time +from typing import AsyncGenerator + +from google import genai +import litserve as ls +from pydantic import BaseModel +from app.core.config import settings +from app.core.data_structure import Role, Message +from app.core.llm_interface import AsyncGeminiLLM +from app.core.redis_manager import RedisManager +from app.core.stylist_agent import AsyncStylistAgent +from app.core.system_prompt import BASIC_PROMPT, SUMMARY_PROMPT +from app.core.vector_database import VectorDatabase +from google.genai import types + +logger = logging.getLogger(__name__) + + +class PredictRequest(BaseModel): + user_id: str # 用戶ID + user_message: str # 用戶輸入 + + +class LCChatBot(ls.LitAPI): + def setup(self, device): + self.llm = AsyncGeminiLLM(model_name=settings.LLM_MODEL_NAME) + self.redis = RedisManager( + host=settings.REDIS_HOST, + port=settings.REDIS_PORT, + db=settings.REDIS_DB, + key_prefix=settings.REDIS_HISTORY_KEY_PREFIX + ) + self.vector_db = VectorDatabase( + vector_db_dir=settings.VECTOR_DB_DIR, + collection_name=settings.COLLECTION_NAME, + embedding_model_name=settings.EMBEDDING_MODEL_NAME + ) + self.stylist_agent_kwages = { + 'local_db': self.vector_db, + 'max_len': 5, + 'outfits_root': settings.OUTFIT_OUTPUT_DIR, + 'image_dir': settings.IMAGE_DIR, + 'stylist_guide_dir': settings.STYLIST_GUIDE_DIR, + 'gemini_model_name': settings.LLM_MODEL_NAME + } + self.gemini_client = genai.Client( + vertexai=True, project='aida-461108', location='us-central1' + ) + + async def decode_request(self, request: PredictRequest): + return request + + async def predict(self, request) -> AsyncGenerator[str, None]: + # 添加用户消息到历史 + user_message = request.user_message + user_id = request.user_id + user_msg = Message(role=Role.USER, content=user_message) + chat_history = self.redis.get_history(user_id) + chat_history.append(user_msg) + + contents = [] + + for msg in chat_history: + gemini_role = "user" if msg.role == Role.USER else "model" + content = types.Content( + role=gemini_role, + parts=[types.Part.from_text(text=msg.content)] + ) + contents.append(content) + + response_stream = await self.gemini_client.aio.models.generate_content_stream( + model='gemini-2.5-flash', + contents=contents, + config=types.GenerateContentConfig( + system_instruction=BASIC_PROMPT, + # temperature=0.3, + ) + ) + full_response_text = "" + # 异步迭代流 + async for chunk in response_stream: + if chunk: + logger.info(chunk.text) + # 2. 实时 yield 文本块给 encode_response + yield chunk.text + + # 3. 累加文本块以保存完整的历史记录 + full_response_text += chunk.text + + # 添加助手消息到历史 + if full_response_text: + assistant_msg = Message(role=Role.ASSISTANT, content=full_response_text) + else: + assistant_msg = Message(role=Role.ASSISTANT, content="No response generated. Try again later.") + + self.redis.save_message(user_id, user_msg) + self.redis.save_message(user_id, assistant_msg) + + async def encode_response(self, output): + # The for-loop must have async keyword here since output is an AsyncGenerator + async for out in output: + yield {"output": out} + + async def process_query(self, user_id: str, user_message: str) -> str: + """ + 处理用户的最新输入，调用 LLM, 并更新历史记录。 + """ + + # 添加用户消息到历史 + user_msg = Message(role=Role.USER, content=user_message) + chat_history = self.redis.get_history(user_id) + chat_history.append(user_msg) + + # 生成 LLM 回复 + try: + response_text = await self.llm.generate_response(chat_history, system_prompt=BASIC_PROMPT) + except Exception as e: + logger("\n--- Final Recommendation Results ---") + + logger.error(f"LLM 调用失败: {e}") + response_text = "抱歉，系统暂时无法响应，请稍后再试。" + + # 添加助手消息到历史 + if response_text: + assistant_msg = Message(role=Role.ASSISTANT, content=response_text) + else: + assistant_msg = Message(role=Role.ASSISTANT, content="No response generated. Try again later.") + + self.redis.save_message(user_id, user_msg) + self.redis.save_message(user_id, assistant_msg) + + return response_text + + async def get_conversation_summary(self, user_id: str) -> str: + """ + 分析用户的完整会话历史，并打包成一个简洁的需求总结。 + + 这个总结可以直接作为输入 Prompt 传递给 Stylist Agent。` + """ + history_messages = self.redis.get_history(user_id) + input_message = "\n".join([f"{msg.role.value}: {msg.content}" for msg in history_messages]) + + # 临时调用 LLM 或使用本地逻辑生成总结 + summary = await self.llm.generate_response(history=[Message(role=Role.USER, content=input_message)], system_prompt=SUMMARY_PROMPT) + + return summary + + async def recommend_outfit(self, request_summary: str, stylist_name: str, start_outfit=None, num_outfits: int = 1): + """ + 基于用户的对话历史和需求，推荐一套搭配。 + + Args: + request_summary: 用户的request + start_outfit: 可选的初始搭配列表，每个元素包含 'item_id' 和 'category'。 + """ + if start_outfit is None: + start_outfit = [] + tasks = [] + for _ in range(num_outfits): + agent = AsyncStylistAgent(**self.stylist_agent_kwages) + task = agent.run_styling_process(request_summary, stylist_name, start_outfit) + tasks.append(task) + logger.info(f"--- Starting {num_outfits} concurrent outfit generation tasks. ---") + + try: + results = await asyncio.gather(*tasks, return_exceptions=True) + + successful_outfits = [] + failed_outfits = [] + for result in results: + if isinstance(result, Exception): + # 任务执行中发生异常 + failed_outfits.append(f"Failed: {result}") + else: + # 任务成功，result 是 run_styling_process 返回的图片路径 + successful_outfits.append(result) + + return { + "successful_outfits": successful_outfits, + "failed_outfits": failed_outfits + } + + except Exception as e: + logger.error(f"An unexpected error occurred during concurrent recommendation: {e}") + return {"error": str(e)} diff --git a/app/server/utils/minio_client.py b/app/server/utils/minio_client.py new file mode 100644 index 0000000..c2bfdb6 --- /dev/null +++ b/app/server/utils/minio_client.py @@ -0,0 +1,125 @@ +import io +import json +import logging +from io import BytesIO + +import cv2 +import numpy as np +import urllib3 +from PIL import Image +from minio import Minio + +from app.server.utils.minio_config import MINIO_ACCESS, MINIO_SECRET, MINIO_URL, MINIO_SECURE + +minio_client = Minio(MINIO_URL, access_key=MINIO_ACCESS, secret_key=MINIO_SECRET, secure=MINIO_SECURE) + + +# 自定义 Retry 类 +class CustomRetry(urllib3.Retry): + def increment(self, method=None, url=None, response=None, error=None, **kwargs): + # 调用父类的 increment 方法 + new_retry = super(CustomRetry, self).increment(method, url, response, error, **kwargs) + # 打印重试信息 + logger.info(f"重试连接: {method} {url}，错误: {error}，重试次数: {self.total - new_retry.total}") + return new_retry + + +logger = logging.getLogger() +timeout = urllib3.Timeout(connect=1, read=10.0) # 连接超时 5 秒，读取超时 10 秒 +http_client = urllib3.PoolManager( + num_pools=10, # 设置连接池大小 + maxsize=10, + timeout=timeout, + cert_reqs='CERT_REQUIRED', # 需要证书验证 + retries=CustomRetry( + total=5, + backoff_factor=0.2, + status_forcelist=[500, 502, 503, 504], + ), +) + + +# 获取图片 +def oss_get_image(oss_client, path, data_type): + # cv2 默认全通道读取 + bucket = path.split("/", 1)[0] + object_name = path.split("/", 1)[1] + image_object = None + try: + image_data = oss_client.get_object(bucket_name=bucket, object_name=object_name) + if data_type == "cv2": + image_bytes = image_data.read() + image_array = np.frombuffer(image_bytes, np.uint8) # 转成8位无符号整型 + image_object = cv2.imdecode(image_array, cv2.IMREAD_UNCHANGED) + if image_object.dtype == np.uint16: + image_object = (image_object / 256).astype('uint8') + else: + data_bytes = BytesIO(image_data.read()) + image_object = Image.open(data_bytes) + except Exception as e: + logger.warning(f"获取图片出现异常 ######: {e}") + return image_object + + +def oss_upload_image(oss_client, bucket, object_name, image_bytes): + req = None + try: + req = oss_client.put_object(bucket_name=bucket, object_name=object_name, data=io.BytesIO(image_bytes), length=len(image_bytes), content_type='image/png') + except Exception as e: + logger.warning(f"上传图片出现异常 ######: {e}") + return req + + +# def upload_json_to_minio_sync( +# minio_client: Minio, +# bucket_name: str, +# object_name: str, +# data: list +# ) -> str: +# """ +# 将 Python 字典转换为 JSON 字符串，并上传到 MinIO。 +# +# :param minio_client: 已初始化的 MinIO 客户端实例。 +# :param bucket_name: 目标 Bucket 名称。 +# :param object_name: 目标文件路径/名称 (e.g., 'data/report.json')。 +# :param data: 要上传的 Python 字典数据。 +# :return: 成功返回 True，失败返回 False。 +# """ +# try: +# # 1. 将 Python 字典序列化为 JSON 字符串 +# json_string = json.dumps(data, ensure_ascii=False, indent=2) +# # 2. 将 JSON 字符串编码为字节流 (bytes) +# json_bytes = json_string.encode('utf-8') +# +# # 3. 创建 BytesIO 对象，用于从内存读取数据 +# data_stream = io.BytesIO(json_bytes) +# +# # 4. 使用 put_object 上传数据流 +# minio_client.put_object( +# bucket_name, +# object_name, +# data_stream, +# length=len(json_bytes), +# content_type='application/json; charset=utf-8' # 设置正确的 MIME 类型 +# ) +# logger.info(f"✅ JSON file uploaded successfully to {bucket_name}/{object_name}") +# return f'{bucket_name}/{object_name}' +# +# except Exception as e: +# logger.error(f"❌ An unexpected error occurred: {e}") +# return False + + +if __name__ == '__main__': + # url = "lanecarford/lc_stylist_agent_outfit_items/string/7fed1c7b-9efd-41fa-a335-182c310ea611.jpg" + # url = "lanecarford/lc_stylist_agent_outfit_items/string/5de155d0-56a6-43e8-a2f1-7538fce86220.jpg" + # url = "lanecarford/lc_stylist_agent_outfit_items/string/1cd1803c-5f51-4961-a4f2-2acd3e0d8294.jpg" + url = 'lanecarford/lc_stylist_agent_outfit_items/string/99cd8cc0-856a-487d-bb21-5684855ef48f.jpg' + read_type = "1" + img = oss_get_image(oss_client=minio_client, path=url, data_type=read_type) + if read_type == "cv2": + cv2.imshow("", img) + cv2.waitKey(0) + else: + img.show() + img.save("4.png") diff --git a/app/server/utils/minio_config.py b/app/server/utils/minio_config.py new file mode 100644 index 0000000..688a49a --- /dev/null +++ b/app/server/utils/minio_config.py @@ -0,0 +1,6 @@ +# minio 配置 +MINIO_URL = "www.minio-api.aida.com.hk" +MINIO_ACCESS = 'vXKFLSJkYeEq2DrSZvkB' +MINIO_SECRET = 'uKTZT3x7C43WvPN9QTc99DiRkwddWZrG9Uh3JVlR' +MINIO_SECURE = True +MINIO_LC_DATA_PATH = "lanecarford/lc_image_data" \ No newline at end of file diff --git a/app/server/utils/request_post.py b/app/server/utils/request_post.py new file mode 100644 index 0000000..7af3a90 --- /dev/null +++ b/app/server/utils/request_post.py @@ -0,0 +1,57 @@ +import json +import time + +import requests + + +def post_request(url, data=None, json_data=None, headers=None, auth=None, timeout=5): + """ + 发送POST请求的封装函数 + + :param url: 接口的URL地址 + :param data: 要发送的数据（字典形式，用于表单数据等，会自动编码） + :param json_data: 要发送的JSON数据（字典形式，会自动转换为JSON字符串） + :param headers: 请求头字典 + :param auth: 认证信息（如 ('username', 'password') 形式用于基本认证） + :param timeout: 超时时间，单位为秒 + :return: 返回接口的响应对象 + """ + try: + response = requests.post( + url, + data=data, + json=json_data, + headers=headers, + auth=auth, + timeout=timeout + ) + response.raise_for_status() # 如果请求失败，抛出异常 + return response + except requests.RequestException as e: + print(f"POST请求出错: {e}") + return None + + +if __name__ == '__main__': + url = 'https://83aa2db8e006.ngrok-free.app/api/style/callback' + + object_data = { + 'outfit_id': "test", + "status": "test", + "path": "test", + "items": [ + "test" + ] + } + + headers = { + 'Accept': "*/*", + 'Accept-Encoding': "gzip, deflate, br", + 'User-Agent': "PostmanRuntime-ApipostRuntime/1.1.0", + 'Connection': "keep-alive", + 'Content-Type': "application/json" + } + start_time = time.time() + X = post_request(url=url, data=json.dumps(object_data), headers=headers) + print(time.time() - start_time) + print(X) diff --git a/app/test/google_oss.py b/app/test/google_oss.py new file mode 100644 index 0000000..5b416ec --- /dev/null +++ b/app/test/google_oss.py @@ -0,0 +1,116 @@ +import asyncio +from google.cloud import storage +from google.oauth2 import service_account +from vertexai.generative_models import Part +import os +import mimetypes +from typing import List +from google.cloud import aiplatform + +# 替换为您的 GCS Bucket 名称和目标文件夹 +GCS_BUCKET_NAME = "aida-test-vertex-ai-bucket" +GCS_BLOB_FOLDER = "user_456/" +KEY_FILE_PATH = "/workspace/lc_stylist_agent/request.json" +# 1. 从 JSON 文件加载凭证 +aiplatform.init( + project='aida-461108', + location='us-central1' +) + + +class MyVertexAIClient: + def __init__(self): + try: + self.credentials = service_account.Credentials.from_service_account_file(KEY_FILE_PATH) + except Exception as e: + # 这里的异常处理应根据实际情况调整 + raise RuntimeError(f"Failed to load credentials from file {KEY_FILE_PATH}: {e}") + # 初始化 GCS 客户端 (可以在 setup 或 __init__ 中完成) + self.gcs_client = storage.Client( + project=self.credentials.project_id, + credentials=self.credentials + ) + self.uploaded_gcs_uris: List[str] = [] # 用于记录和后续清理 + + # --- 辅助方法：安全地执行同步 GCS 上传 --- + def _upload_to_gcs_sync(self, bucket_name: str, blob_name: str, local_file_path: str) -> str: + """同步方法：将文件上传到 GCS 并返回 GCS URI。""" + bucket = self.gcs_client.bucket(bucket_name) + blob = bucket.blob(blob_name) + blob.upload_from_filename(local_file_path) + + gcs_uri = f"gs://{bucket_name}/{blob_name}" + return gcs_uri + + # --- 目标方法：改写 gemini_client.aio.files.upload --- + async def upload_file_to_vertex_part(self, merged_image_path: str) -> Part: + """ + [改写目标] 异步地将本地文件上传到 GCS，并返回 Vertex AI Part 对象。 + + :param merged_image_path: 本地文件的路径。 + :return: 包含 GCS URI 的 Vertex AI Part 对象。 + """ + # 1. 确定 GCS 路径 + file_name = os.path.basename(merged_image_path) + # 使用唯一标识符以防冲突，这里简化为文件名 + blob_name = GCS_BLOB_FOLDER + file_name + + # 2. 异步执行 GCS 上传 (将同步 I/O 放入线程池) + loop = asyncio.get_event_loop() + gcs_uri = await loop.run_in_executor( + None, # 使用默认线程池 + self._upload_to_gcs_sync, + GCS_BUCKET_NAME, + blob_name, + merged_image_path + ) + + # 3. 记录 GCS URI 以供后续清理 + self.uploaded_gcs_uris.append(gcs_uri) + + # 4. 确定 MIME 类型 + mime_type, _ = mimetypes.guess_type(merged_image_path) + if not mime_type: + mime_type = 'application/octet-stream' # 提供默认值 + + # 5. 创建 Vertex AI Part 对象 + # 这是 Vertex AI SDK 传递文件的标准方式 + vertex_part = Part.from_uri( + uri=gcs_uri, + mime_type=mime_type + ) + + return vertex_part + + def _list_clear_object(self, bucket_name: str, prefix: str, delimiter=None): + blobs = self.gcs_client.list_blobs( + bucket_name, prefix=prefix, delimiter=delimiter + ) + for blob in blobs: + blob.delete() + print(f" ✅ 已删除: {blob.name}") + + +# --- 原始代码的调用改写 --- + +# 假设 self.vertex_client 是 MyVertexAIClient 的实例 +# original: myfile = await self.gemini_client.aio.files.upload(file=merged_image_path) +# original: content_parts.append(myfile) + +# 改写后: +merged_image_path = "/workspace/lc_stylist_agent/app/core/data/outfit_output/35e8626c-943f-4a3f-a0cc-1280d8bcf84d.jpg" + + +async def run(): + vertex_ai_server = MyVertexAIClient() + # file_name = os.path.basename(merged_image_path) + # blob_name = GCS_BLOB_FOLDER + file_name + + # vertex_part = vertex_ai_server._upload_to_gcs_sync(GCS_BUCKET_NAME, blob_name, merged_image_path) + # print(vertex_part) + + vertex_ai_server._list_clear_object(GCS_BUCKET_NAME, "user_456") + + +# content_parts.append(vertex_part) +asyncio.run(run()) diff --git a/client.py b/client.py new file mode 100644 index 0000000..5edcbe9 --- /dev/null +++ b/client.py @@ -0,0 +1,7 @@ +# This file is auto-generated by LitServe. +# Disable auto-generation by setting `generate_client_file=False` in `LitServer.run()`. + +import requests + +response = requests.post("http://127.0.0.1:8000/predict", json={"input": 4.0}) +print(f"Status: {response.status_code}\nResponse:\n {response.text}") diff --git a/docker-compose.yml b/docker-compose.yml new file mode 100644 index 0000000..d225ad2 --- /dev/null +++ b/docker-compose.yml @@ -0,0 +1,13 @@ +services: + lc_agent_server: + build: + context: . + dockerfile: Dockerfile + working_dir: /app + environment: + GOOGLE_APPLICATION_CREDENTIALS: /app/request.json + volumes: + - ./app:/app/app + - ./logs:/app/logs + ports: + - "10200:8000" \ No newline at end of file diff --git a/get_token.py b/get_token.py new file mode 100644 index 0000000..592ab85 --- /dev/null +++ b/get_token.py @@ -0,0 +1,10 @@ +from google import genai + +client = genai.Client( + vertexai=True, project='aida-461108', location='us-central1' +) + +response = client.models.generate_content( + model="gemini-2.0-flash", contents="三句话总结人工智能在当代的作用" +) +print(response.text) diff --git a/logging_env.py b/logging_env.py new file mode 100644 index 0000000..64a1153 --- /dev/null +++ b/logging_env.py @@ -0,0 +1,50 @@ +LOGS_PATH = 'logs/' +LOGGER_CONFIG_DICT = { + 'version': 1, + 'disable_existing_loggers': False, + 'formatters': { + 'simple': {'format': '%(asctime)s %(filename)s [line:%(lineno)d] %(levelname)s %(message)s'} + }, + 'handlers': { + 'console': { + 'class': 'logging.StreamHandler', + 'level': 'INFO', + 'formatter': 'simple', + 'stream': 'ext://sys.stdout', + }, + 'info_file_handler': { + 'class': 'logging.handlers.RotatingFileHandler', + 'level': 'INFO', + 'formatter': 'simple', + 'filename': f'{LOGS_PATH}info.log', + 'maxBytes': 10485760, + 'backupCount': 50, + 'encoding': 'utf8', + }, + 'error_file_handler': { + 'class': 'logging.handlers.RotatingFileHandler', + 'level': 'ERROR', + 'formatter': 'simple', + 'filename': f'{LOGS_PATH}error.log', + 'maxBytes': 10485760, + 'backupCount': 20, + 'encoding': 'utf8', + }, + 'debug_file_handler': { + 'class': 'logging.handlers.RotatingFileHandler', + 'level': 'DEBUG', + 'formatter': 'simple', + 'filename': f'{LOGS_PATH}debug.log', + 'maxBytes': 10485760, + 'backupCount': 50, + 'encoding': 'utf8', + }, + }, + 'loggers': { + 'my_module': {'level': 'INFO', 'handlers': ['console'], 'propagate': 'no'} + }, + 'root': { + 'level': 'INFO', + 'handlers': ['error_file_handler', 'info_file_handler', 'debug_file_handler', 'console'], + }, +} diff --git a/logs/debug.log b/logs/debug.log new file mode 100644 index 0000000..2cd4f7d --- /dev/null +++ b/logs/debug.log @@ -0,0 +1,554 @@ +2025-10-23 17:37:26,690 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 17:37:26,690 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 17:37:26,697 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 17:37:26,697 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 17:41:56,921 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 17:41:56,921 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 17:41:56,928 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 17:41:56,928 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 12:38:03,207 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-23 12:38:03,207 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-23 12:38:03,216 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 12:38:03,216 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 12:38:46,495 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-23 12:38:46,495 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-23 12:38:46,504 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 12:38:46,504 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 12:40:54,138 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-23 12:40:54,138 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-23 12:40:54,147 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 12:40:54,147 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 12:42:28,155 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 1, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-23 12:42:28,157 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 12:42:40,052 base_events.py [line:1758] ERROR Task exception was never retrieved +future: exception=DefaultCredentialsError('Gemini API call failed: Your default credentials were not found. To set up Application Default Credentials, see https://cloud.google.com/docs/authentication/external/set-up-adc for more information.')> +Traceback (most recent call last): + File "/app/app/core/llm_interface.py", line 45, in generate_response + response = await self.gemini_client.aio.models.generate_content( + File "/usr/local/lib/python3.10/dist-packages/google/genai/models.py", line 6757, in generate_content + response = await self._generate_content( + File "/usr/local/lib/python3.10/dist-packages/google/genai/models.py", line 5592, in _generate_content + response = await self._api_client.async_request( + File "/usr/local/lib/python3.10/dist-packages/google/genai/_api_client.py", line 1341, in async_request + result = await self._async_request( + File "/usr/local/lib/python3.10/dist-packages/google/genai/_api_client.py", line 1286, in _async_request + return await self._async_retry( # type: ignore[no-any-return] + File "/usr/local/lib/python3.10/dist-packages/tenacity/asyncio/__init__.py", line 111, in __call__ + do = await self.iter(retry_state=retry_state) + File "/usr/local/lib/python3.10/dist-packages/tenacity/asyncio/__init__.py", line 153, in iter + result = await action(retry_state) + File "/usr/local/lib/python3.10/dist-packages/tenacity/_utils.py", line 99, in inner + return call(*args, **kwargs) + File "/usr/local/lib/python3.10/dist-packages/tenacity/__init__.py", line 420, in exc_check + raise retry_exc.reraise() + File "/usr/local/lib/python3.10/dist-packages/tenacity/__init__.py", line 187, in reraise + raise self.last_attempt.result() + File "/usr/lib/python3.10/concurrent/futures/_base.py", line 451, in result + return self.__get_result() + File "/usr/lib/python3.10/concurrent/futures/_base.py", line 403, in __get_result + raise self._exception + File "/usr/local/lib/python3.10/dist-packages/tenacity/asyncio/__init__.py", line 114, in __call__ + result = await fn(*args, **kwargs) + File "/usr/local/lib/python3.10/dist-packages/google/genai/_api_client.py", line 1153, in _async_request_once + f'Bearer {await self._async_access_token()}' + File "/usr/local/lib/python3.10/dist-packages/google/genai/_api_client.py", line 970, in _async_access_token + self._credentials, project = await asyncio.to_thread( + File "/usr/lib/python3.10/asyncio/threads.py", line 25, in to_thread + return await loop.run_in_executor(None, func_call) + File "/usr/lib/python3.10/concurrent/futures/thread.py", line 58, in run + result = self.fn(*self.args, **self.kwargs) + File "/usr/local/lib/python3.10/dist-packages/google/genai/_api_client.py", line 184, in load_auth + credentials, loaded_project_id = google.auth.default( # type: ignore[no-untyped-call] + File "/usr/local/lib/python3.10/dist-packages/google/auth/_default.py", line 739, in default + raise exceptions.DefaultCredentialsError(_CLOUD_SDK_MISSING_CREDENTIALS) +google.auth.exceptions.DefaultCredentialsError: Your default credentials were not found. To set up Application Default Credentials, see https://cloud.google.com/docs/authentication/external/set-up-adc for more information. + +During handling of the above exception, another exception occurred: + +Traceback (most recent call last): + File "/app/app/server/ChatbotAgent/agent_server.py", line 59, in background_run + request_summary = await self.get_conversation_summary(request.user_id) + File "/app/app/server/ChatbotAgent/agent_server.py", line 84, in get_conversation_summary + summary = await self.llm.generate_response(history=[Message(role=Role.USER, content=input_message)], system_prompt=SUMMARY_PROMPT) + File "/app/app/core/llm_interface.py", line 55, in generate_response + raise type(e)(f"Gemini API call failed: {e}") +google.auth.exceptions.DefaultCredentialsError: Gemini API call failed: Your default credentials were not found. To set up Application Default Credentials, see https://cloud.google.com/docs/authentication/external/set-up-adc for more information. +2025-10-23 12:45:35,306 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 12:45:35,306 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 12:45:35,372 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-23 12:45:35,372 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-23 12:45:35,381 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 12:45:35,381 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 12:45:48,288 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 12:45:52,803 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 1, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-23 12:45:52,805 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 12:45:52,806 base_events.py [line:1758] ERROR Task exception was never retrieved +future: exception=DefaultCredentialsError('Gemini API call failed: File /workspace/lc_stylist_agent/request.json was not found.')> +Traceback (most recent call last): + File "/app/app/core/llm_interface.py", line 45, in generate_response + response = await self.gemini_client.aio.models.generate_content( + File "/usr/local/lib/python3.10/dist-packages/google/genai/models.py", line 6757, in generate_content + response = await self._generate_content( + File "/usr/local/lib/python3.10/dist-packages/google/genai/models.py", line 5592, in _generate_content + response = await self._api_client.async_request( + File "/usr/local/lib/python3.10/dist-packages/google/genai/_api_client.py", line 1341, in async_request + result = await self._async_request( + File "/usr/local/lib/python3.10/dist-packages/google/genai/_api_client.py", line 1286, in _async_request + return await self._async_retry( # type: ignore[no-any-return] + File "/usr/local/lib/python3.10/dist-packages/tenacity/asyncio/__init__.py", line 111, in __call__ + do = await self.iter(retry_state=retry_state) + File "/usr/local/lib/python3.10/dist-packages/tenacity/asyncio/__init__.py", line 153, in iter + result = await action(retry_state) + File "/usr/local/lib/python3.10/dist-packages/tenacity/_utils.py", line 99, in inner + return call(*args, **kwargs) + File "/usr/local/lib/python3.10/dist-packages/tenacity/__init__.py", line 420, in exc_check + raise retry_exc.reraise() + File "/usr/local/lib/python3.10/dist-packages/tenacity/__init__.py", line 187, in reraise + raise self.last_attempt.result() + File "/usr/lib/python3.10/concurrent/futures/_base.py", line 451, in result + return self.__get_result() + File "/usr/lib/python3.10/concurrent/futures/_base.py", line 403, in __get_result + raise self._exception + File "/usr/local/lib/python3.10/dist-packages/tenacity/asyncio/__init__.py", line 114, in __call__ + result = await fn(*args, **kwargs) + File "/usr/local/lib/python3.10/dist-packages/google/genai/_api_client.py", line 1153, in _async_request_once + f'Bearer {await self._async_access_token()}' + File "/usr/local/lib/python3.10/dist-packages/google/genai/_api_client.py", line 970, in _async_access_token + self._credentials, project = await asyncio.to_thread( + File "/usr/lib/python3.10/asyncio/threads.py", line 25, in to_thread + return await loop.run_in_executor(None, func_call) + File "/usr/lib/python3.10/concurrent/futures/thread.py", line 58, in run + result = self.fn(*self.args, **self.kwargs) + File "/usr/local/lib/python3.10/dist-packages/google/genai/_api_client.py", line 184, in load_auth + credentials, loaded_project_id = google.auth.default( # type: ignore[no-untyped-call] + File "/usr/local/lib/python3.10/dist-packages/google/auth/_default.py", line 705, in default + credentials, project_id = checker() + File "/usr/local/lib/python3.10/dist-packages/google/auth/_default.py", line 698, in + lambda: _get_explicit_environ_credentials(quota_project_id=quota_project_id), + File "/usr/local/lib/python3.10/dist-packages/google/auth/_default.py", line 346, in _get_explicit_environ_credentials + credentials, project_id = load_credentials_from_file( + File "/usr/local/lib/python3.10/dist-packages/google/auth/_default.py", line 173, in load_credentials_from_file + raise exceptions.DefaultCredentialsError( +google.auth.exceptions.DefaultCredentialsError: File /workspace/lc_stylist_agent/request.json was not found. + +During handling of the above exception, another exception occurred: + +Traceback (most recent call last): + File "/app/app/server/ChatbotAgent/agent_server.py", line 59, in background_run + request_summary = await self.get_conversation_summary(request.user_id) + File "/app/app/server/ChatbotAgent/agent_server.py", line 84, in get_conversation_summary + summary = await self.llm.generate_response(history=[Message(role=Role.USER, content=input_message)], system_prompt=SUMMARY_PROMPT) + File "/app/app/core/llm_interface.py", line 55, in generate_response + raise type(e)(f"Gemini API call failed: {e}") +google.auth.exceptions.DefaultCredentialsError: Gemini API call failed: File /workspace/lc_stylist_agent/request.json was not found. +2025-10-23 12:49:03,747 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 12:49:03,747 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 12:49:03,814 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-23 12:49:03,814 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-23 12:49:03,823 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 12:49:03,823 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 12:49:22,244 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 12:49:29,263 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 1, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-23 12:49:29,264 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 12:49:29,266 base_events.py [line:1758] ERROR Task exception was never retrieved +future: exception=DefaultCredentialsError('Gemini API call failed: File /app/app/request.json was not found.')> +Traceback (most recent call last): + File "/app/app/core/llm_interface.py", line 45, in generate_response + response = await self.gemini_client.aio.models.generate_content( + File "/usr/local/lib/python3.10/dist-packages/google/genai/models.py", line 6757, in generate_content + response = await self._generate_content( + File "/usr/local/lib/python3.10/dist-packages/google/genai/models.py", line 5592, in _generate_content + response = await self._api_client.async_request( + File "/usr/local/lib/python3.10/dist-packages/google/genai/_api_client.py", line 1341, in async_request + result = await self._async_request( + File "/usr/local/lib/python3.10/dist-packages/google/genai/_api_client.py", line 1286, in _async_request + return await self._async_retry( # type: ignore[no-any-return] + File "/usr/local/lib/python3.10/dist-packages/tenacity/asyncio/__init__.py", line 111, in __call__ + do = await self.iter(retry_state=retry_state) + File "/usr/local/lib/python3.10/dist-packages/tenacity/asyncio/__init__.py", line 153, in iter + result = await action(retry_state) + File "/usr/local/lib/python3.10/dist-packages/tenacity/_utils.py", line 99, in inner + return call(*args, **kwargs) + File "/usr/local/lib/python3.10/dist-packages/tenacity/__init__.py", line 420, in exc_check + raise retry_exc.reraise() + File "/usr/local/lib/python3.10/dist-packages/tenacity/__init__.py", line 187, in reraise + raise self.last_attempt.result() + File "/usr/lib/python3.10/concurrent/futures/_base.py", line 451, in result + return self.__get_result() + File "/usr/lib/python3.10/concurrent/futures/_base.py", line 403, in __get_result + raise self._exception + File "/usr/local/lib/python3.10/dist-packages/tenacity/asyncio/__init__.py", line 114, in __call__ + result = await fn(*args, **kwargs) + File "/usr/local/lib/python3.10/dist-packages/google/genai/_api_client.py", line 1153, in _async_request_once + f'Bearer {await self._async_access_token()}' + File "/usr/local/lib/python3.10/dist-packages/google/genai/_api_client.py", line 970, in _async_access_token + self._credentials, project = await asyncio.to_thread( + File "/usr/lib/python3.10/asyncio/threads.py", line 25, in to_thread + return await loop.run_in_executor(None, func_call) + File "/usr/lib/python3.10/concurrent/futures/thread.py", line 58, in run + result = self.fn(*self.args, **self.kwargs) + File "/usr/local/lib/python3.10/dist-packages/google/genai/_api_client.py", line 184, in load_auth + credentials, loaded_project_id = google.auth.default( # type: ignore[no-untyped-call] + File "/usr/local/lib/python3.10/dist-packages/google/auth/_default.py", line 705, in default + credentials, project_id = checker() + File "/usr/local/lib/python3.10/dist-packages/google/auth/_default.py", line 698, in + lambda: _get_explicit_environ_credentials(quota_project_id=quota_project_id), + File "/usr/local/lib/python3.10/dist-packages/google/auth/_default.py", line 346, in _get_explicit_environ_credentials + credentials, project_id = load_credentials_from_file( + File "/usr/local/lib/python3.10/dist-packages/google/auth/_default.py", line 173, in load_credentials_from_file + raise exceptions.DefaultCredentialsError( +google.auth.exceptions.DefaultCredentialsError: File /app/app/request.json was not found. + +During handling of the above exception, another exception occurred: + +Traceback (most recent call last): + File "/app/app/server/ChatbotAgent/agent_server.py", line 59, in background_run + request_summary = await self.get_conversation_summary(request.user_id) + File "/app/app/server/ChatbotAgent/agent_server.py", line 84, in get_conversation_summary + summary = await self.llm.generate_response(history=[Message(role=Role.USER, content=input_message)], system_prompt=SUMMARY_PROMPT) + File "/app/app/core/llm_interface.py", line 55, in generate_response + raise type(e)(f"Gemini API call failed: {e}") +google.auth.exceptions.DefaultCredentialsError: Gemini API call failed: File /app/app/request.json was not found. +2025-10-23 12:50:15,661 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 12:50:15,662 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 12:50:15,728 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-23 12:50:15,728 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-23 12:50:15,736 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 12:50:15,736 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 12:50:32,193 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 12:51:03,012 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 1, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-23 12:51:03,014 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 12:51:11,954 _client.py [line:1740] INFO HTTP Request: POST https://us-central1-aiplatform.googleapis.com/v1beta1/projects/aida-461108/locations/us-central1/publishers/google/models/gemini-2.5-flash:generateContent "HTTP/1.1 200 OK" +2025-10-23 12:51:11,961 agent_server.py [line:60] INFO request_summary: ```json +{ + "occasion": "Outdoor garden wedding", + "style": "Elegant bohemian, flowy", + "color_preference": "['Pale Blue', 'Mint Green'] (soft pastels preferred), avoid bright reds and oranges", + "clothing_type": "Flowy, light, and airy maxi dress", + "vibe_or_details": "Comfortable for walking" +} +``` +2025-10-23 12:51:11,962 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 12:51:11,997 base_events.py [line:1758] ERROR Task exception was never retrieved +future: exception=RuntimeError("Failed to load credentials from file /workspace/lc_stylist_agent/request.json: [Errno 2] No such file or directory: '/workspace/lc_stylist_agent/request.json'")> +Traceback (most recent call last): + File "/app/app/core/stylist_agent_server.py", line 38, in __init__ + self.credentials = service_account.Credentials.from_service_account_file('/workspace/lc_stylist_agent/request.json') + File "/usr/local/lib/python3.10/dist-packages/google/oauth2/service_account.py", line 264, in from_service_account_file + info, signer = _service_account_info.from_filename( + File "/usr/local/lib/python3.10/dist-packages/google/auth/_service_account_info.py", line 78, in from_filename + with io.open(filename, "r", encoding="utf-8") as json_file: +FileNotFoundError: [Errno 2] No such file or directory: '/workspace/lc_stylist_agent/request.json' + +During handling of the above exception, another exception occurred: + +Traceback (most recent call last): + File "/app/app/server/ChatbotAgent/agent_server.py", line 63, in background_run + recommendation_results = await self.recommend_outfit(request_summary=request_summary, + File "/app/app/server/ChatbotAgent/agent_server.py", line 99, in recommend_outfit + agent = AsyncStylistAgent(**self.stylist_agent_kwages) + File "/app/app/core/stylist_agent_server.py", line 41, in __init__ + raise RuntimeError(f"Failed to load credentials from file {'/workspace/lc_stylist_agent/request.json'}: {e}") +RuntimeError: Failed to load credentials from file /workspace/lc_stylist_agent/request.json: [Errno 2] No such file or directory: '/workspace/lc_stylist_agent/request.json' +2025-10-23 12:55:03,968 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-23 12:55:03,976 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 12:55:03,992 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-23 12:55:04,000 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 12:55:30,861 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 1, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-23 12:55:30,863 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 12:55:42,692 base_events.py [line:1758] ERROR Task exception was never retrieved +future: exception=DefaultCredentialsError('Gemini API call failed: Your default credentials were not found. To set up Application Default Credentials, see https://cloud.google.com/docs/authentication/external/set-up-adc for more information.')> +Traceback (most recent call last): + File "/app/app/core/llm_interface.py", line 45, in generate_response + response = await self.gemini_client.aio.models.generate_content( + File "/usr/local/lib/python3.10/dist-packages/google/genai/models.py", line 6757, in generate_content + response = await self._generate_content( + File "/usr/local/lib/python3.10/dist-packages/google/genai/models.py", line 5592, in _generate_content + response = await self._api_client.async_request( + File "/usr/local/lib/python3.10/dist-packages/google/genai/_api_client.py", line 1341, in async_request + result = await self._async_request( + File "/usr/local/lib/python3.10/dist-packages/google/genai/_api_client.py", line 1286, in _async_request + return await self._async_retry( # type: ignore[no-any-return] + File "/usr/local/lib/python3.10/dist-packages/tenacity/asyncio/__init__.py", line 111, in __call__ + do = await self.iter(retry_state=retry_state) + File "/usr/local/lib/python3.10/dist-packages/tenacity/asyncio/__init__.py", line 153, in iter + result = await action(retry_state) + File "/usr/local/lib/python3.10/dist-packages/tenacity/_utils.py", line 99, in inner + return call(*args, **kwargs) + File "/usr/local/lib/python3.10/dist-packages/tenacity/__init__.py", line 420, in exc_check + raise retry_exc.reraise() + File "/usr/local/lib/python3.10/dist-packages/tenacity/__init__.py", line 187, in reraise + raise self.last_attempt.result() + File "/usr/lib/python3.10/concurrent/futures/_base.py", line 451, in result + return self.__get_result() + File "/usr/lib/python3.10/concurrent/futures/_base.py", line 403, in __get_result + raise self._exception + File "/usr/local/lib/python3.10/dist-packages/tenacity/asyncio/__init__.py", line 114, in __call__ + result = await fn(*args, **kwargs) + File "/usr/local/lib/python3.10/dist-packages/google/genai/_api_client.py", line 1153, in _async_request_once + f'Bearer {await self._async_access_token()}' + File "/usr/local/lib/python3.10/dist-packages/google/genai/_api_client.py", line 970, in _async_access_token + self._credentials, project = await asyncio.to_thread( + File "/usr/lib/python3.10/asyncio/threads.py", line 25, in to_thread + return await loop.run_in_executor(None, func_call) + File "/usr/lib/python3.10/concurrent/futures/thread.py", line 58, in run + result = self.fn(*self.args, **self.kwargs) + File "/usr/local/lib/python3.10/dist-packages/google/genai/_api_client.py", line 184, in load_auth + credentials, loaded_project_id = google.auth.default( # type: ignore[no-untyped-call] + File "/usr/local/lib/python3.10/dist-packages/google/auth/_default.py", line 739, in default + raise exceptions.DefaultCredentialsError(_CLOUD_SDK_MISSING_CREDENTIALS) +google.auth.exceptions.DefaultCredentialsError: Your default credentials were not found. To set up Application Default Credentials, see https://cloud.google.com/docs/authentication/external/set-up-adc for more information. + +During handling of the above exception, another exception occurred: + +Traceback (most recent call last): + File "/app/app/server/ChatbotAgent/agent_server.py", line 59, in background_run + request_summary = await self.get_conversation_summary(request.user_id) + File "/app/app/server/ChatbotAgent/agent_server.py", line 84, in get_conversation_summary + summary = await self.llm.generate_response(history=[Message(role=Role.USER, content=input_message)], system_prompt=SUMMARY_PROMPT) + File "/app/app/core/llm_interface.py", line 55, in generate_response + raise type(e)(f"Gemini API call failed: {e}") +google.auth.exceptions.DefaultCredentialsError: Gemini API call failed: Your default credentials were not found. To set up Application Default Credentials, see https://cloud.google.com/docs/authentication/external/set-up-adc for more information. +2025-10-23 12:59:02,989 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-23 12:59:02,990 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-23 12:59:03,003 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 12:59:03,003 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 12:59:20,848 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 1, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-23 12:59:20,849 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 12:59:28,106 _client.py [line:1740] INFO HTTP Request: POST https://us-central1-aiplatform.googleapis.com/v1beta1/projects/aida-461108/locations/us-central1/publishers/google/models/gemini-2.5-flash:generateContent "HTTP/1.1 200 OK" +2025-10-23 12:59:28,114 agent_server.py [line:60] INFO request_summary: ```json +{ + "occasion": "", + "style": "No preference", + "color_preference": "No preference", + "clothing_type": "No preference", + "vibe_or_details": "No preference" +} +``` +2025-10-23 12:59:28,150 base_events.py [line:1758] ERROR Task exception was never retrieved +future: exception=RuntimeError("Failed to load credentials from file /workspace/lc_stylist_agent/request.json: [Errno 2] No such file or directory: '/workspace/lc_stylist_agent/request.json'")> +Traceback (most recent call last): + File "/app/app/core/stylist_agent_server.py", line 38, in __init__ + self.credentials = service_account.Credentials.from_service_account_file('/workspace/lc_stylist_agent/request.json') + File "/usr/local/lib/python3.10/dist-packages/google/oauth2/service_account.py", line 264, in from_service_account_file + info, signer = _service_account_info.from_filename( + File "/usr/local/lib/python3.10/dist-packages/google/auth/_service_account_info.py", line 78, in from_filename + with io.open(filename, "r", encoding="utf-8") as json_file: +FileNotFoundError: [Errno 2] No such file or directory: '/workspace/lc_stylist_agent/request.json' + +During handling of the above exception, another exception occurred: + +Traceback (most recent call last): + File "/app/app/server/ChatbotAgent/agent_server.py", line 63, in background_run + recommendation_results = await self.recommend_outfit(request_summary=request_summary, + File "/app/app/server/ChatbotAgent/agent_server.py", line 99, in recommend_outfit + agent = AsyncStylistAgent(**self.stylist_agent_kwages) + File "/app/app/core/stylist_agent_server.py", line 41, in __init__ + raise RuntimeError(f"Failed to load credentials from file {'/workspace/lc_stylist_agent/request.json'}: {e}") +RuntimeError: Failed to load credentials from file /workspace/lc_stylist_agent/request.json: [Errno 2] No such file or directory: '/workspace/lc_stylist_agent/request.json' +2025-10-23 13:01:05,230 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-23 13:01:05,230 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-23 13:01:05,238 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 13:01:05,238 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 13:01:31,178 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-23 13:01:31,178 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-23 13:01:31,187 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 13:01:31,187 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 13:02:07,048 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 1, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-23 13:02:07,049 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:02:14,759 _client.py [line:1740] INFO HTTP Request: POST https://us-central1-aiplatform.googleapis.com/v1beta1/projects/aida-461108/locations/us-central1/publishers/google/models/gemini-2.5-flash:generateContent "HTTP/1.1 200 OK" +2025-10-23 13:02:14,766 agent_server.py [line:60] INFO request_summary: ```json +{ + "occasion": "Romantic date dinner", + "style": "Classic elegance", + "color_preference": [ + "Cream", + "Pale Blue" + ], + "clothing_type": "Lightweight maxi dress", + "vibe_or_details": "Needs to be comfortable and breathable" +} +``` +2025-10-23 13:02:14,806 base_events.py [line:1758] ERROR Task exception was never retrieved +future: exception=RuntimeError("Failed to load credentials from file /workspace/lc_stylist_agent/request.json: [Errno 2] No such file or directory: '/workspace/lc_stylist_agent/request.json'")> +Traceback (most recent call last): + File "/app/app/core/stylist_agent_server.py", line 38, in __init__ + self.credentials = service_account.Credentials.from_service_account_file('/workspace/lc_stylist_agent/request.json') + File "/usr/local/lib/python3.10/dist-packages/google/oauth2/service_account.py", line 264, in from_service_account_file + info, signer = _service_account_info.from_filename( + File "/usr/local/lib/python3.10/dist-packages/google/auth/_service_account_info.py", line 78, in from_filename + with io.open(filename, "r", encoding="utf-8") as json_file: +FileNotFoundError: [Errno 2] No such file or directory: '/workspace/lc_stylist_agent/request.json' + +During handling of the above exception, another exception occurred: + +Traceback (most recent call last): + File "/app/app/server/ChatbotAgent/agent_server.py", line 63, in background_run + recommendation_results = await self.recommend_outfit(request_summary=request_summary, + File "/app/app/server/ChatbotAgent/agent_server.py", line 99, in recommend_outfit + agent = AsyncStylistAgent(**self.stylist_agent_kwages) + File "/app/app/core/stylist_agent_server.py", line 41, in __init__ + raise RuntimeError(f"Failed to load credentials from file {'/workspace/lc_stylist_agent/request.json'}: {e}") +RuntimeError: Failed to load credentials from file /workspace/lc_stylist_agent/request.json: [Errno 2] No such file or directory: '/workspace/lc_stylist_agent/request.json' +2025-10-23 13:04:34,790 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-23 13:04:34,798 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 13:04:34,822 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-23 13:04:34,831 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 13:04:49,159 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 1, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-23 13:04:49,161 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:04:52,924 _client.py [line:1740] INFO HTTP Request: POST https://us-central1-aiplatform.googleapis.com/v1beta1/projects/aida-461108/locations/us-central1/publishers/google/models/gemini-2.5-flash:generateContent "HTTP/1.1 200 OK" +2025-10-23 13:04:52,930 agent_server.py [line:60] INFO request_summary: ```json +{ + "occasion": "Outdoor summer wedding", + "style": "Elegant and comfortable", + "color_preference": "Light, pastel colors", + "clothing_type": "Lightweight maxi dress", + "vibe_or_details": "Needs to be breathable for hot weather, not too formal but elegant enough for a wedding, no specific pattern preference but open to subtle designs." +} +``` +2025-10-23 13:04:53,112 stylist_agent_server.py [line:276] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': 'd62c593f-ddcb-491d-ad83-6a1080dc4c35', 'items': []} +2025-10-23 13:04:53,115 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:04:57,361 _client.py [line:1740] INFO HTTP Request: POST https://us-central1-aiplatform.googleapis.com/v1beta1/projects/aida-461108/locations/us-central1/publishers/google/models/gemini-2.5-flash:generateContent "HTTP/1.1 200 OK" +2025-10-23 13:04:57,425 agent_server.py [line:69] INFO +--- Final Recommendation Results --- +2025-10-23 13:04:57,425 agent_server.py [line:73] ERROR ❌ Failed: 'NoneType' object has no attribute 'get' +2025-10-23 13:08:18,434 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-23 13:08:18,434 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-23 13:08:18,442 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 13:08:18,442 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 13:08:59,356 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 1, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-23 13:08:59,357 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:09:11,912 _client.py [line:1740] INFO HTTP Request: POST https://us-central1-aiplatform.googleapis.com/v1beta1/projects/aida-461108/locations/us-central1/publishers/google/models/gemini-2.5-flash:generateContent "HTTP/1.1 200 OK" +2025-10-23 13:09:11,919 agent_server.py [line:60] INFO request_summary: ```json +{ + "occasion": "", + "style": "", + "color_preference": "No preference", + "clothing_type": "", + "vibe_or_details": "" +} +``` +2025-10-23 13:09:12,017 stylist_agent_server.py [line:276] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': '4249f4c2-e7e1-432a-9f00-917cab8c3697', 'items': []} +2025-10-23 13:09:12,017 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:09:15,082 _client.py [line:1740] INFO HTTP Request: POST https://us-central1-aiplatform.googleapis.com/v1beta1/projects/aida-461108/locations/us-central1/publishers/google/models/gemini-2.5-flash:generateContent "HTTP/1.1 200 OK" +2025-10-23 13:09:15,866 agent_server.py [line:69] INFO +--- Final Recommendation Results --- +2025-10-23 13:09:15,866 agent_server.py [line:73] ERROR ❌ Failed: 'NoneType' object has no attribute 'get' +2025-10-24 10:22:10,296 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-24 10:22:10,297 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-24 10:22:10,305 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-24 10:22:10,305 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-24 10:22:16,926 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 1, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-24 10:22:16,928 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-24 10:22:29,130 base_events.py [line:1758] ERROR Task exception was never retrieved +future: exception=DefaultCredentialsError('Gemini API call failed: Your default credentials were not found. To set up Application Default Credentials, see https://cloud.google.com/docs/authentication/external/set-up-adc for more information.')> +Traceback (most recent call last): + File "/workspace/lc_stylist_agent/app/core/llm_interface.py", line 45, in generate_response + response = await self.gemini_client.aio.models.generate_content( + File "/home/user/miniconda3/envs/lc_stylist_agent/lib/python3.10/site-packages/google/genai/models.py", line 6757, in generate_content + response = await self._generate_content( + File "/home/user/miniconda3/envs/lc_stylist_agent/lib/python3.10/site-packages/google/genai/models.py", line 5592, in _generate_content + response = await self._api_client.async_request( + File "/home/user/miniconda3/envs/lc_stylist_agent/lib/python3.10/site-packages/google/genai/_api_client.py", line 1341, in async_request + result = await self._async_request( + File "/home/user/miniconda3/envs/lc_stylist_agent/lib/python3.10/site-packages/google/genai/_api_client.py", line 1286, in _async_request + return await self._async_retry( # type: ignore[no-any-return] + File "/home/user/miniconda3/envs/lc_stylist_agent/lib/python3.10/site-packages/tenacity/_asyncio.py", line 58, in __call__ + do = await self.iter(retry_state=retry_state) + File "/home/user/miniconda3/envs/lc_stylist_agent/lib/python3.10/site-packages/tenacity/_asyncio.py", line 110, in iter + result = await action(retry_state) + File "/home/user/miniconda3/envs/lc_stylist_agent/lib/python3.10/site-packages/tenacity/_asyncio.py", line 78, in inner + return fn(*args, **kwargs) + File "/home/user/miniconda3/envs/lc_stylist_agent/lib/python3.10/site-packages/tenacity/__init__.py", line 410, in exc_check + raise retry_exc.reraise() + File "/home/user/miniconda3/envs/lc_stylist_agent/lib/python3.10/site-packages/tenacity/__init__.py", line 183, in reraise + raise self.last_attempt.result() + File "/home/user/miniconda3/envs/lc_stylist_agent/lib/python3.10/concurrent/futures/_base.py", line 451, in result + return self.__get_result() + File "/home/user/miniconda3/envs/lc_stylist_agent/lib/python3.10/concurrent/futures/_base.py", line 403, in __get_result + raise self._exception + File "/home/user/miniconda3/envs/lc_stylist_agent/lib/python3.10/site-packages/tenacity/_asyncio.py", line 61, in __call__ + result = await fn(*args, **kwargs) + File "/home/user/miniconda3/envs/lc_stylist_agent/lib/python3.10/site-packages/google/genai/_api_client.py", line 1153, in _async_request_once + f'Bearer {await self._async_access_token()}' + File "/home/user/miniconda3/envs/lc_stylist_agent/lib/python3.10/site-packages/google/genai/_api_client.py", line 970, in _async_access_token + self._credentials, project = await asyncio.to_thread( + File "/home/user/miniconda3/envs/lc_stylist_agent/lib/python3.10/asyncio/threads.py", line 25, in to_thread + return await loop.run_in_executor(None, func_call) + File "/home/user/miniconda3/envs/lc_stylist_agent/lib/python3.10/concurrent/futures/thread.py", line 58, in run + result = self.fn(*self.args, **self.kwargs) + File "/home/user/miniconda3/envs/lc_stylist_agent/lib/python3.10/site-packages/google/genai/_api_client.py", line 184, in load_auth + credentials, loaded_project_id = google.auth.default( # type: ignore[no-untyped-call] + File "/home/user/miniconda3/envs/lc_stylist_agent/lib/python3.10/site-packages/google/auth/_default.py", line 739, in default + raise exceptions.DefaultCredentialsError(_CLOUD_SDK_MISSING_CREDENTIALS) +google.auth.exceptions.DefaultCredentialsError: Your default credentials were not found. To set up Application Default Credentials, see https://cloud.google.com/docs/authentication/external/set-up-adc for more information. + +During handling of the above exception, another exception occurred: + +Traceback (most recent call last): + File "/workspace/lc_stylist_agent/app/server/ChatbotAgent/agent_server.py", line 59, in background_run + request_summary = await self.get_conversation_summary(request.user_id) + File "/workspace/lc_stylist_agent/app/server/ChatbotAgent/agent_server.py", line 84, in get_conversation_summary + summary = await self.llm.generate_response(history=[Message(role=Role.USER, content=input_message)], system_prompt=SUMMARY_PROMPT) + File "/workspace/lc_stylist_agent/app/core/llm_interface.py", line 55, in generate_response + raise type(e)(f"Gemini API call failed: {e}") +google.auth.exceptions.DefaultCredentialsError: Gemini API call failed: Your default credentials were not found. To set up Application Default Credentials, see https://cloud.google.com/docs/authentication/external/set-up-adc for more information. +2025-10-24 10:35:27,496 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-24 10:35:27,500 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-24 10:35:27,503 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-24 10:35:27,507 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-24 10:35:32,549 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 1, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-24 10:35:32,550 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-24 10:35:44,514 base_events.py [line:1758] ERROR Task exception was never retrieved +future: exception=DefaultCredentialsError('Gemini API call failed: Your default credentials were not found. To set up Application Default Credentials, see https://cloud.google.com/docs/authentication/external/set-up-adc for more information.')> +Traceback (most recent call last): + File "/workspace/lc_stylist_agent/app/core/llm_interface.py", line 45, in generate_response + response = await self.gemini_client.aio.models.generate_content( + File "/home/user/miniconda3/envs/test2/lib/python3.10/site-packages/google/genai/models.py", line 6757, in generate_content + response = await self._generate_content( + File "/home/user/miniconda3/envs/test2/lib/python3.10/site-packages/google/genai/models.py", line 5592, in _generate_content + response = await self._api_client.async_request( + File "/home/user/miniconda3/envs/test2/lib/python3.10/site-packages/google/genai/_api_client.py", line 1341, in async_request + result = await self._async_request( + File "/home/user/miniconda3/envs/test2/lib/python3.10/site-packages/google/genai/_api_client.py", line 1286, in _async_request + return await self._async_retry( # type: ignore[no-any-return] + File "/home/user/miniconda3/envs/test2/lib/python3.10/site-packages/tenacity/_asyncio.py", line 58, in __call__ + do = await self.iter(retry_state=retry_state) + File "/home/user/miniconda3/envs/test2/lib/python3.10/site-packages/tenacity/_asyncio.py", line 110, in iter + result = await action(retry_state) + File "/home/user/miniconda3/envs/test2/lib/python3.10/site-packages/tenacity/_asyncio.py", line 78, in inner + return fn(*args, **kwargs) + File "/home/user/miniconda3/envs/test2/lib/python3.10/site-packages/tenacity/__init__.py", line 410, in exc_check + raise retry_exc.reraise() + File "/home/user/miniconda3/envs/test2/lib/python3.10/site-packages/tenacity/__init__.py", line 183, in reraise + raise self.last_attempt.result() + File "/home/user/miniconda3/envs/test2/lib/python3.10/concurrent/futures/_base.py", line 451, in result + return self.__get_result() + File "/home/user/miniconda3/envs/test2/lib/python3.10/concurrent/futures/_base.py", line 403, in __get_result + raise self._exception + File "/home/user/miniconda3/envs/test2/lib/python3.10/site-packages/tenacity/_asyncio.py", line 61, in __call__ + result = await fn(*args, **kwargs) + File "/home/user/miniconda3/envs/test2/lib/python3.10/site-packages/google/genai/_api_client.py", line 1153, in _async_request_once + f'Bearer {await self._async_access_token()}' + File "/home/user/miniconda3/envs/test2/lib/python3.10/site-packages/google/genai/_api_client.py", line 970, in _async_access_token + self._credentials, project = await asyncio.to_thread( + File "/home/user/miniconda3/envs/test2/lib/python3.10/asyncio/threads.py", line 25, in to_thread + return await loop.run_in_executor(None, func_call) + File "/home/user/miniconda3/envs/test2/lib/python3.10/concurrent/futures/thread.py", line 58, in run + result = self.fn(*self.args, **self.kwargs) + File "/home/user/miniconda3/envs/test2/lib/python3.10/site-packages/google/genai/_api_client.py", line 184, in load_auth + credentials, loaded_project_id = google.auth.default( # type: ignore[no-untyped-call] + File "/home/user/miniconda3/envs/test2/lib/python3.10/site-packages/google/auth/_default.py", line 739, in default + raise exceptions.DefaultCredentialsError(_CLOUD_SDK_MISSING_CREDENTIALS) +google.auth.exceptions.DefaultCredentialsError: Your default credentials were not found. To set up Application Default Credentials, see https://cloud.google.com/docs/authentication/external/set-up-adc for more information. + +During handling of the above exception, another exception occurred: + +Traceback (most recent call last): + File "/workspace/lc_stylist_agent/app/server/ChatbotAgent/agent_server.py", line 59, in background_run + request_summary = await self.get_conversation_summary(request.user_id) + File "/workspace/lc_stylist_agent/app/server/ChatbotAgent/agent_server.py", line 84, in get_conversation_summary + summary = await self.llm.generate_response(history=[Message(role=Role.USER, content=input_message)], system_prompt=SUMMARY_PROMPT) + File "/workspace/lc_stylist_agent/app/core/llm_interface.py", line 55, in generate_response + raise type(e)(f"Gemini API call failed: {e}") +google.auth.exceptions.DefaultCredentialsError: Gemini API call failed: Your default credentials were not found. To set up Application Default Credentials, see https://cloud.google.com/docs/authentication/external/set-up-adc for more information. diff --git a/logs/error.log b/logs/error.log new file mode 100644 index 0000000..091c516 --- /dev/null +++ b/logs/error.log @@ -0,0 +1,395 @@ +2025-10-23 12:42:40,052 base_events.py [line:1758] ERROR Task exception was never retrieved +future: exception=DefaultCredentialsError('Gemini API call failed: Your default credentials were not found. To set up Application Default Credentials, see https://cloud.google.com/docs/authentication/external/set-up-adc for more information.')> +Traceback (most recent call last): + File "/app/app/core/llm_interface.py", line 45, in generate_response + response = await self.gemini_client.aio.models.generate_content( + File "/usr/local/lib/python3.10/dist-packages/google/genai/models.py", line 6757, in generate_content + response = await self._generate_content( + File "/usr/local/lib/python3.10/dist-packages/google/genai/models.py", line 5592, in _generate_content + response = await self._api_client.async_request( + File "/usr/local/lib/python3.10/dist-packages/google/genai/_api_client.py", line 1341, in async_request + result = await self._async_request( + File "/usr/local/lib/python3.10/dist-packages/google/genai/_api_client.py", line 1286, in _async_request + return await self._async_retry( # type: ignore[no-any-return] + File "/usr/local/lib/python3.10/dist-packages/tenacity/asyncio/__init__.py", line 111, in __call__ + do = await self.iter(retry_state=retry_state) + File "/usr/local/lib/python3.10/dist-packages/tenacity/asyncio/__init__.py", line 153, in iter + result = await action(retry_state) + File "/usr/local/lib/python3.10/dist-packages/tenacity/_utils.py", line 99, in inner + return call(*args, **kwargs) + File "/usr/local/lib/python3.10/dist-packages/tenacity/__init__.py", line 420, in exc_check + raise retry_exc.reraise() + File "/usr/local/lib/python3.10/dist-packages/tenacity/__init__.py", line 187, in reraise + raise self.last_attempt.result() + File "/usr/lib/python3.10/concurrent/futures/_base.py", line 451, in result + return self.__get_result() + File "/usr/lib/python3.10/concurrent/futures/_base.py", line 403, in __get_result + raise self._exception + File "/usr/local/lib/python3.10/dist-packages/tenacity/asyncio/__init__.py", line 114, in __call__ + result = await fn(*args, **kwargs) + File "/usr/local/lib/python3.10/dist-packages/google/genai/_api_client.py", line 1153, in _async_request_once + f'Bearer {await self._async_access_token()}' + File "/usr/local/lib/python3.10/dist-packages/google/genai/_api_client.py", line 970, in _async_access_token + self._credentials, project = await asyncio.to_thread( + File "/usr/lib/python3.10/asyncio/threads.py", line 25, in to_thread + return await loop.run_in_executor(None, func_call) + File "/usr/lib/python3.10/concurrent/futures/thread.py", line 58, in run + result = self.fn(*self.args, **self.kwargs) + File "/usr/local/lib/python3.10/dist-packages/google/genai/_api_client.py", line 184, in load_auth + credentials, loaded_project_id = google.auth.default( # type: ignore[no-untyped-call] + File "/usr/local/lib/python3.10/dist-packages/google/auth/_default.py", line 739, in default + raise exceptions.DefaultCredentialsError(_CLOUD_SDK_MISSING_CREDENTIALS) +google.auth.exceptions.DefaultCredentialsError: Your default credentials were not found. To set up Application Default Credentials, see https://cloud.google.com/docs/authentication/external/set-up-adc for more information. + +During handling of the above exception, another exception occurred: + +Traceback (most recent call last): + File "/app/app/server/ChatbotAgent/agent_server.py", line 59, in background_run + request_summary = await self.get_conversation_summary(request.user_id) + File "/app/app/server/ChatbotAgent/agent_server.py", line 84, in get_conversation_summary + summary = await self.llm.generate_response(history=[Message(role=Role.USER, content=input_message)], system_prompt=SUMMARY_PROMPT) + File "/app/app/core/llm_interface.py", line 55, in generate_response + raise type(e)(f"Gemini API call failed: {e}") +google.auth.exceptions.DefaultCredentialsError: Gemini API call failed: Your default credentials were not found. To set up Application Default Credentials, see https://cloud.google.com/docs/authentication/external/set-up-adc for more information. +2025-10-23 12:45:52,806 base_events.py [line:1758] ERROR Task exception was never retrieved +future: exception=DefaultCredentialsError('Gemini API call failed: File /workspace/lc_stylist_agent/request.json was not found.')> +Traceback (most recent call last): + File "/app/app/core/llm_interface.py", line 45, in generate_response + response = await self.gemini_client.aio.models.generate_content( + File "/usr/local/lib/python3.10/dist-packages/google/genai/models.py", line 6757, in generate_content + response = await self._generate_content( + File "/usr/local/lib/python3.10/dist-packages/google/genai/models.py", line 5592, in _generate_content + response = await self._api_client.async_request( + File "/usr/local/lib/python3.10/dist-packages/google/genai/_api_client.py", line 1341, in async_request + result = await self._async_request( + File "/usr/local/lib/python3.10/dist-packages/google/genai/_api_client.py", line 1286, in _async_request + return await self._async_retry( # type: ignore[no-any-return] + File "/usr/local/lib/python3.10/dist-packages/tenacity/asyncio/__init__.py", line 111, in __call__ + do = await self.iter(retry_state=retry_state) + File "/usr/local/lib/python3.10/dist-packages/tenacity/asyncio/__init__.py", line 153, in iter + result = await action(retry_state) + File "/usr/local/lib/python3.10/dist-packages/tenacity/_utils.py", line 99, in inner + return call(*args, **kwargs) + File "/usr/local/lib/python3.10/dist-packages/tenacity/__init__.py", line 420, in exc_check + raise retry_exc.reraise() + File "/usr/local/lib/python3.10/dist-packages/tenacity/__init__.py", line 187, in reraise + raise self.last_attempt.result() + File "/usr/lib/python3.10/concurrent/futures/_base.py", line 451, in result + return self.__get_result() + File "/usr/lib/python3.10/concurrent/futures/_base.py", line 403, in __get_result + raise self._exception + File "/usr/local/lib/python3.10/dist-packages/tenacity/asyncio/__init__.py", line 114, in __call__ + result = await fn(*args, **kwargs) + File "/usr/local/lib/python3.10/dist-packages/google/genai/_api_client.py", line 1153, in _async_request_once + f'Bearer {await self._async_access_token()}' + File "/usr/local/lib/python3.10/dist-packages/google/genai/_api_client.py", line 970, in _async_access_token + self._credentials, project = await asyncio.to_thread( + File "/usr/lib/python3.10/asyncio/threads.py", line 25, in to_thread + return await loop.run_in_executor(None, func_call) + File "/usr/lib/python3.10/concurrent/futures/thread.py", line 58, in run + result = self.fn(*self.args, **self.kwargs) + File "/usr/local/lib/python3.10/dist-packages/google/genai/_api_client.py", line 184, in load_auth + credentials, loaded_project_id = google.auth.default( # type: ignore[no-untyped-call] + File "/usr/local/lib/python3.10/dist-packages/google/auth/_default.py", line 705, in default + credentials, project_id = checker() + File "/usr/local/lib/python3.10/dist-packages/google/auth/_default.py", line 698, in + lambda: _get_explicit_environ_credentials(quota_project_id=quota_project_id), + File "/usr/local/lib/python3.10/dist-packages/google/auth/_default.py", line 346, in _get_explicit_environ_credentials + credentials, project_id = load_credentials_from_file( + File "/usr/local/lib/python3.10/dist-packages/google/auth/_default.py", line 173, in load_credentials_from_file + raise exceptions.DefaultCredentialsError( +google.auth.exceptions.DefaultCredentialsError: File /workspace/lc_stylist_agent/request.json was not found. + +During handling of the above exception, another exception occurred: + +Traceback (most recent call last): + File "/app/app/server/ChatbotAgent/agent_server.py", line 59, in background_run + request_summary = await self.get_conversation_summary(request.user_id) + File "/app/app/server/ChatbotAgent/agent_server.py", line 84, in get_conversation_summary + summary = await self.llm.generate_response(history=[Message(role=Role.USER, content=input_message)], system_prompt=SUMMARY_PROMPT) + File "/app/app/core/llm_interface.py", line 55, in generate_response + raise type(e)(f"Gemini API call failed: {e}") +google.auth.exceptions.DefaultCredentialsError: Gemini API call failed: File /workspace/lc_stylist_agent/request.json was not found. +2025-10-23 12:49:29,266 base_events.py [line:1758] ERROR Task exception was never retrieved +future: exception=DefaultCredentialsError('Gemini API call failed: File /app/app/request.json was not found.')> +Traceback (most recent call last): + File "/app/app/core/llm_interface.py", line 45, in generate_response + response = await self.gemini_client.aio.models.generate_content( + File "/usr/local/lib/python3.10/dist-packages/google/genai/models.py", line 6757, in generate_content + response = await self._generate_content( + File "/usr/local/lib/python3.10/dist-packages/google/genai/models.py", line 5592, in _generate_content + response = await self._api_client.async_request( + File "/usr/local/lib/python3.10/dist-packages/google/genai/_api_client.py", line 1341, in async_request + result = await self._async_request( + File "/usr/local/lib/python3.10/dist-packages/google/genai/_api_client.py", line 1286, in _async_request + return await self._async_retry( # type: ignore[no-any-return] + File "/usr/local/lib/python3.10/dist-packages/tenacity/asyncio/__init__.py", line 111, in __call__ + do = await self.iter(retry_state=retry_state) + File "/usr/local/lib/python3.10/dist-packages/tenacity/asyncio/__init__.py", line 153, in iter + result = await action(retry_state) + File "/usr/local/lib/python3.10/dist-packages/tenacity/_utils.py", line 99, in inner + return call(*args, **kwargs) + File "/usr/local/lib/python3.10/dist-packages/tenacity/__init__.py", line 420, in exc_check + raise retry_exc.reraise() + File "/usr/local/lib/python3.10/dist-packages/tenacity/__init__.py", line 187, in reraise + raise self.last_attempt.result() + File "/usr/lib/python3.10/concurrent/futures/_base.py", line 451, in result + return self.__get_result() + File "/usr/lib/python3.10/concurrent/futures/_base.py", line 403, in __get_result + raise self._exception + File "/usr/local/lib/python3.10/dist-packages/tenacity/asyncio/__init__.py", line 114, in __call__ + result = await fn(*args, **kwargs) + File "/usr/local/lib/python3.10/dist-packages/google/genai/_api_client.py", line 1153, in _async_request_once + f'Bearer {await self._async_access_token()}' + File "/usr/local/lib/python3.10/dist-packages/google/genai/_api_client.py", line 970, in _async_access_token + self._credentials, project = await asyncio.to_thread( + File "/usr/lib/python3.10/asyncio/threads.py", line 25, in to_thread + return await loop.run_in_executor(None, func_call) + File "/usr/lib/python3.10/concurrent/futures/thread.py", line 58, in run + result = self.fn(*self.args, **self.kwargs) + File "/usr/local/lib/python3.10/dist-packages/google/genai/_api_client.py", line 184, in load_auth + credentials, loaded_project_id = google.auth.default( # type: ignore[no-untyped-call] + File "/usr/local/lib/python3.10/dist-packages/google/auth/_default.py", line 705, in default + credentials, project_id = checker() + File "/usr/local/lib/python3.10/dist-packages/google/auth/_default.py", line 698, in + lambda: _get_explicit_environ_credentials(quota_project_id=quota_project_id), + File "/usr/local/lib/python3.10/dist-packages/google/auth/_default.py", line 346, in _get_explicit_environ_credentials + credentials, project_id = load_credentials_from_file( + File "/usr/local/lib/python3.10/dist-packages/google/auth/_default.py", line 173, in load_credentials_from_file + raise exceptions.DefaultCredentialsError( +google.auth.exceptions.DefaultCredentialsError: File /app/app/request.json was not found. + +During handling of the above exception, another exception occurred: + +Traceback (most recent call last): + File "/app/app/server/ChatbotAgent/agent_server.py", line 59, in background_run + request_summary = await self.get_conversation_summary(request.user_id) + File "/app/app/server/ChatbotAgent/agent_server.py", line 84, in get_conversation_summary + summary = await self.llm.generate_response(history=[Message(role=Role.USER, content=input_message)], system_prompt=SUMMARY_PROMPT) + File "/app/app/core/llm_interface.py", line 55, in generate_response + raise type(e)(f"Gemini API call failed: {e}") +google.auth.exceptions.DefaultCredentialsError: Gemini API call failed: File /app/app/request.json was not found. +2025-10-23 12:51:11,997 base_events.py [line:1758] ERROR Task exception was never retrieved +future: exception=RuntimeError("Failed to load credentials from file /workspace/lc_stylist_agent/request.json: [Errno 2] No such file or directory: '/workspace/lc_stylist_agent/request.json'")> +Traceback (most recent call last): + File "/app/app/core/stylist_agent_server.py", line 38, in __init__ + self.credentials = service_account.Credentials.from_service_account_file('/workspace/lc_stylist_agent/request.json') + File "/usr/local/lib/python3.10/dist-packages/google/oauth2/service_account.py", line 264, in from_service_account_file + info, signer = _service_account_info.from_filename( + File "/usr/local/lib/python3.10/dist-packages/google/auth/_service_account_info.py", line 78, in from_filename + with io.open(filename, "r", encoding="utf-8") as json_file: +FileNotFoundError: [Errno 2] No such file or directory: '/workspace/lc_stylist_agent/request.json' + +During handling of the above exception, another exception occurred: + +Traceback (most recent call last): + File "/app/app/server/ChatbotAgent/agent_server.py", line 63, in background_run + recommendation_results = await self.recommend_outfit(request_summary=request_summary, + File "/app/app/server/ChatbotAgent/agent_server.py", line 99, in recommend_outfit + agent = AsyncStylistAgent(**self.stylist_agent_kwages) + File "/app/app/core/stylist_agent_server.py", line 41, in __init__ + raise RuntimeError(f"Failed to load credentials from file {'/workspace/lc_stylist_agent/request.json'}: {e}") +RuntimeError: Failed to load credentials from file /workspace/lc_stylist_agent/request.json: [Errno 2] No such file or directory: '/workspace/lc_stylist_agent/request.json' +2025-10-23 12:55:42,692 base_events.py [line:1758] ERROR Task exception was never retrieved +future: exception=DefaultCredentialsError('Gemini API call failed: Your default credentials were not found. To set up Application Default Credentials, see https://cloud.google.com/docs/authentication/external/set-up-adc for more information.')> +Traceback (most recent call last): + File "/app/app/core/llm_interface.py", line 45, in generate_response + response = await self.gemini_client.aio.models.generate_content( + File "/usr/local/lib/python3.10/dist-packages/google/genai/models.py", line 6757, in generate_content + response = await self._generate_content( + File "/usr/local/lib/python3.10/dist-packages/google/genai/models.py", line 5592, in _generate_content + response = await self._api_client.async_request( + File "/usr/local/lib/python3.10/dist-packages/google/genai/_api_client.py", line 1341, in async_request + result = await self._async_request( + File "/usr/local/lib/python3.10/dist-packages/google/genai/_api_client.py", line 1286, in _async_request + return await self._async_retry( # type: ignore[no-any-return] + File "/usr/local/lib/python3.10/dist-packages/tenacity/asyncio/__init__.py", line 111, in __call__ + do = await self.iter(retry_state=retry_state) + File "/usr/local/lib/python3.10/dist-packages/tenacity/asyncio/__init__.py", line 153, in iter + result = await action(retry_state) + File "/usr/local/lib/python3.10/dist-packages/tenacity/_utils.py", line 99, in inner + return call(*args, **kwargs) + File "/usr/local/lib/python3.10/dist-packages/tenacity/__init__.py", line 420, in exc_check + raise retry_exc.reraise() + File "/usr/local/lib/python3.10/dist-packages/tenacity/__init__.py", line 187, in reraise + raise self.last_attempt.result() + File "/usr/lib/python3.10/concurrent/futures/_base.py", line 451, in result + return self.__get_result() + File "/usr/lib/python3.10/concurrent/futures/_base.py", line 403, in __get_result + raise self._exception + File "/usr/local/lib/python3.10/dist-packages/tenacity/asyncio/__init__.py", line 114, in __call__ + result = await fn(*args, **kwargs) + File "/usr/local/lib/python3.10/dist-packages/google/genai/_api_client.py", line 1153, in _async_request_once + f'Bearer {await self._async_access_token()}' + File "/usr/local/lib/python3.10/dist-packages/google/genai/_api_client.py", line 970, in _async_access_token + self._credentials, project = await asyncio.to_thread( + File "/usr/lib/python3.10/asyncio/threads.py", line 25, in to_thread + return await loop.run_in_executor(None, func_call) + File "/usr/lib/python3.10/concurrent/futures/thread.py", line 58, in run + result = self.fn(*self.args, **self.kwargs) + File "/usr/local/lib/python3.10/dist-packages/google/genai/_api_client.py", line 184, in load_auth + credentials, loaded_project_id = google.auth.default( # type: ignore[no-untyped-call] + File "/usr/local/lib/python3.10/dist-packages/google/auth/_default.py", line 739, in default + raise exceptions.DefaultCredentialsError(_CLOUD_SDK_MISSING_CREDENTIALS) +google.auth.exceptions.DefaultCredentialsError: Your default credentials were not found. To set up Application Default Credentials, see https://cloud.google.com/docs/authentication/external/set-up-adc for more information. + +During handling of the above exception, another exception occurred: + +Traceback (most recent call last): + File "/app/app/server/ChatbotAgent/agent_server.py", line 59, in background_run + request_summary = await self.get_conversation_summary(request.user_id) + File "/app/app/server/ChatbotAgent/agent_server.py", line 84, in get_conversation_summary + summary = await self.llm.generate_response(history=[Message(role=Role.USER, content=input_message)], system_prompt=SUMMARY_PROMPT) + File "/app/app/core/llm_interface.py", line 55, in generate_response + raise type(e)(f"Gemini API call failed: {e}") +google.auth.exceptions.DefaultCredentialsError: Gemini API call failed: Your default credentials were not found. To set up Application Default Credentials, see https://cloud.google.com/docs/authentication/external/set-up-adc for more information. +2025-10-23 12:59:28,150 base_events.py [line:1758] ERROR Task exception was never retrieved +future: exception=RuntimeError("Failed to load credentials from file /workspace/lc_stylist_agent/request.json: [Errno 2] No such file or directory: '/workspace/lc_stylist_agent/request.json'")> +Traceback (most recent call last): + File "/app/app/core/stylist_agent_server.py", line 38, in __init__ + self.credentials = service_account.Credentials.from_service_account_file('/workspace/lc_stylist_agent/request.json') + File "/usr/local/lib/python3.10/dist-packages/google/oauth2/service_account.py", line 264, in from_service_account_file + info, signer = _service_account_info.from_filename( + File "/usr/local/lib/python3.10/dist-packages/google/auth/_service_account_info.py", line 78, in from_filename + with io.open(filename, "r", encoding="utf-8") as json_file: +FileNotFoundError: [Errno 2] No such file or directory: '/workspace/lc_stylist_agent/request.json' + +During handling of the above exception, another exception occurred: + +Traceback (most recent call last): + File "/app/app/server/ChatbotAgent/agent_server.py", line 63, in background_run + recommendation_results = await self.recommend_outfit(request_summary=request_summary, + File "/app/app/server/ChatbotAgent/agent_server.py", line 99, in recommend_outfit + agent = AsyncStylistAgent(**self.stylist_agent_kwages) + File "/app/app/core/stylist_agent_server.py", line 41, in __init__ + raise RuntimeError(f"Failed to load credentials from file {'/workspace/lc_stylist_agent/request.json'}: {e}") +RuntimeError: Failed to load credentials from file /workspace/lc_stylist_agent/request.json: [Errno 2] No such file or directory: '/workspace/lc_stylist_agent/request.json' +2025-10-23 13:02:14,806 base_events.py [line:1758] ERROR Task exception was never retrieved +future: exception=RuntimeError("Failed to load credentials from file /workspace/lc_stylist_agent/request.json: [Errno 2] No such file or directory: '/workspace/lc_stylist_agent/request.json'")> +Traceback (most recent call last): + File "/app/app/core/stylist_agent_server.py", line 38, in __init__ + self.credentials = service_account.Credentials.from_service_account_file('/workspace/lc_stylist_agent/request.json') + File "/usr/local/lib/python3.10/dist-packages/google/oauth2/service_account.py", line 264, in from_service_account_file + info, signer = _service_account_info.from_filename( + File "/usr/local/lib/python3.10/dist-packages/google/auth/_service_account_info.py", line 78, in from_filename + with io.open(filename, "r", encoding="utf-8") as json_file: +FileNotFoundError: [Errno 2] No such file or directory: '/workspace/lc_stylist_agent/request.json' + +During handling of the above exception, another exception occurred: + +Traceback (most recent call last): + File "/app/app/server/ChatbotAgent/agent_server.py", line 63, in background_run + recommendation_results = await self.recommend_outfit(request_summary=request_summary, + File "/app/app/server/ChatbotAgent/agent_server.py", line 99, in recommend_outfit + agent = AsyncStylistAgent(**self.stylist_agent_kwages) + File "/app/app/core/stylist_agent_server.py", line 41, in __init__ + raise RuntimeError(f"Failed to load credentials from file {'/workspace/lc_stylist_agent/request.json'}: {e}") +RuntimeError: Failed to load credentials from file /workspace/lc_stylist_agent/request.json: [Errno 2] No such file or directory: '/workspace/lc_stylist_agent/request.json' +2025-10-23 13:04:57,425 agent_server.py [line:73] ERROR ❌ Failed: 'NoneType' object has no attribute 'get' +2025-10-23 13:09:15,866 agent_server.py [line:73] ERROR ❌ Failed: 'NoneType' object has no attribute 'get' +2025-10-24 10:22:29,130 base_events.py [line:1758] ERROR Task exception was never retrieved +future: exception=DefaultCredentialsError('Gemini API call failed: Your default credentials were not found. To set up Application Default Credentials, see https://cloud.google.com/docs/authentication/external/set-up-adc for more information.')> +Traceback (most recent call last): + File "/workspace/lc_stylist_agent/app/core/llm_interface.py", line 45, in generate_response + response = await self.gemini_client.aio.models.generate_content( + File "/home/user/miniconda3/envs/lc_stylist_agent/lib/python3.10/site-packages/google/genai/models.py", line 6757, in generate_content + response = await self._generate_content( + File "/home/user/miniconda3/envs/lc_stylist_agent/lib/python3.10/site-packages/google/genai/models.py", line 5592, in _generate_content + response = await self._api_client.async_request( + File "/home/user/miniconda3/envs/lc_stylist_agent/lib/python3.10/site-packages/google/genai/_api_client.py", line 1341, in async_request + result = await self._async_request( + File "/home/user/miniconda3/envs/lc_stylist_agent/lib/python3.10/site-packages/google/genai/_api_client.py", line 1286, in _async_request + return await self._async_retry( # type: ignore[no-any-return] + File "/home/user/miniconda3/envs/lc_stylist_agent/lib/python3.10/site-packages/tenacity/_asyncio.py", line 58, in __call__ + do = await self.iter(retry_state=retry_state) + File "/home/user/miniconda3/envs/lc_stylist_agent/lib/python3.10/site-packages/tenacity/_asyncio.py", line 110, in iter + result = await action(retry_state) + File "/home/user/miniconda3/envs/lc_stylist_agent/lib/python3.10/site-packages/tenacity/_asyncio.py", line 78, in inner + return fn(*args, **kwargs) + File "/home/user/miniconda3/envs/lc_stylist_agent/lib/python3.10/site-packages/tenacity/__init__.py", line 410, in exc_check + raise retry_exc.reraise() + File "/home/user/miniconda3/envs/lc_stylist_agent/lib/python3.10/site-packages/tenacity/__init__.py", line 183, in reraise + raise self.last_attempt.result() + File "/home/user/miniconda3/envs/lc_stylist_agent/lib/python3.10/concurrent/futures/_base.py", line 451, in result + return self.__get_result() + File "/home/user/miniconda3/envs/lc_stylist_agent/lib/python3.10/concurrent/futures/_base.py", line 403, in __get_result + raise self._exception + File "/home/user/miniconda3/envs/lc_stylist_agent/lib/python3.10/site-packages/tenacity/_asyncio.py", line 61, in __call__ + result = await fn(*args, **kwargs) + File "/home/user/miniconda3/envs/lc_stylist_agent/lib/python3.10/site-packages/google/genai/_api_client.py", line 1153, in _async_request_once + f'Bearer {await self._async_access_token()}' + File "/home/user/miniconda3/envs/lc_stylist_agent/lib/python3.10/site-packages/google/genai/_api_client.py", line 970, in _async_access_token + self._credentials, project = await asyncio.to_thread( + File "/home/user/miniconda3/envs/lc_stylist_agent/lib/python3.10/asyncio/threads.py", line 25, in to_thread + return await loop.run_in_executor(None, func_call) + File "/home/user/miniconda3/envs/lc_stylist_agent/lib/python3.10/concurrent/futures/thread.py", line 58, in run + result = self.fn(*self.args, **self.kwargs) + File "/home/user/miniconda3/envs/lc_stylist_agent/lib/python3.10/site-packages/google/genai/_api_client.py", line 184, in load_auth + credentials, loaded_project_id = google.auth.default( # type: ignore[no-untyped-call] + File "/home/user/miniconda3/envs/lc_stylist_agent/lib/python3.10/site-packages/google/auth/_default.py", line 739, in default + raise exceptions.DefaultCredentialsError(_CLOUD_SDK_MISSING_CREDENTIALS) +google.auth.exceptions.DefaultCredentialsError: Your default credentials were not found. To set up Application Default Credentials, see https://cloud.google.com/docs/authentication/external/set-up-adc for more information. + +During handling of the above exception, another exception occurred: + +Traceback (most recent call last): + File "/workspace/lc_stylist_agent/app/server/ChatbotAgent/agent_server.py", line 59, in background_run + request_summary = await self.get_conversation_summary(request.user_id) + File "/workspace/lc_stylist_agent/app/server/ChatbotAgent/agent_server.py", line 84, in get_conversation_summary + summary = await self.llm.generate_response(history=[Message(role=Role.USER, content=input_message)], system_prompt=SUMMARY_PROMPT) + File "/workspace/lc_stylist_agent/app/core/llm_interface.py", line 55, in generate_response + raise type(e)(f"Gemini API call failed: {e}") +google.auth.exceptions.DefaultCredentialsError: Gemini API call failed: Your default credentials were not found. To set up Application Default Credentials, see https://cloud.google.com/docs/authentication/external/set-up-adc for more information. +2025-10-24 10:35:44,514 base_events.py [line:1758] ERROR Task exception was never retrieved +future: exception=DefaultCredentialsError('Gemini API call failed: Your default credentials were not found. To set up Application Default Credentials, see https://cloud.google.com/docs/authentication/external/set-up-adc for more information.')> +Traceback (most recent call last): + File "/workspace/lc_stylist_agent/app/core/llm_interface.py", line 45, in generate_response + response = await self.gemini_client.aio.models.generate_content( + File "/home/user/miniconda3/envs/test2/lib/python3.10/site-packages/google/genai/models.py", line 6757, in generate_content + response = await self._generate_content( + File "/home/user/miniconda3/envs/test2/lib/python3.10/site-packages/google/genai/models.py", line 5592, in _generate_content + response = await self._api_client.async_request( + File "/home/user/miniconda3/envs/test2/lib/python3.10/site-packages/google/genai/_api_client.py", line 1341, in async_request + result = await self._async_request( + File "/home/user/miniconda3/envs/test2/lib/python3.10/site-packages/google/genai/_api_client.py", line 1286, in _async_request + return await self._async_retry( # type: ignore[no-any-return] + File "/home/user/miniconda3/envs/test2/lib/python3.10/site-packages/tenacity/_asyncio.py", line 58, in __call__ + do = await self.iter(retry_state=retry_state) + File "/home/user/miniconda3/envs/test2/lib/python3.10/site-packages/tenacity/_asyncio.py", line 110, in iter + result = await action(retry_state) + File "/home/user/miniconda3/envs/test2/lib/python3.10/site-packages/tenacity/_asyncio.py", line 78, in inner + return fn(*args, **kwargs) + File "/home/user/miniconda3/envs/test2/lib/python3.10/site-packages/tenacity/__init__.py", line 410, in exc_check + raise retry_exc.reraise() + File "/home/user/miniconda3/envs/test2/lib/python3.10/site-packages/tenacity/__init__.py", line 183, in reraise + raise self.last_attempt.result() + File "/home/user/miniconda3/envs/test2/lib/python3.10/concurrent/futures/_base.py", line 451, in result + return self.__get_result() + File "/home/user/miniconda3/envs/test2/lib/python3.10/concurrent/futures/_base.py", line 403, in __get_result + raise self._exception + File "/home/user/miniconda3/envs/test2/lib/python3.10/site-packages/tenacity/_asyncio.py", line 61, in __call__ + result = await fn(*args, **kwargs) + File "/home/user/miniconda3/envs/test2/lib/python3.10/site-packages/google/genai/_api_client.py", line 1153, in _async_request_once + f'Bearer {await self._async_access_token()}' + File "/home/user/miniconda3/envs/test2/lib/python3.10/site-packages/google/genai/_api_client.py", line 970, in _async_access_token + self._credentials, project = await asyncio.to_thread( + File "/home/user/miniconda3/envs/test2/lib/python3.10/asyncio/threads.py", line 25, in to_thread + return await loop.run_in_executor(None, func_call) + File "/home/user/miniconda3/envs/test2/lib/python3.10/concurrent/futures/thread.py", line 58, in run + result = self.fn(*self.args, **self.kwargs) + File "/home/user/miniconda3/envs/test2/lib/python3.10/site-packages/google/genai/_api_client.py", line 184, in load_auth + credentials, loaded_project_id = google.auth.default( # type: ignore[no-untyped-call] + File "/home/user/miniconda3/envs/test2/lib/python3.10/site-packages/google/auth/_default.py", line 739, in default + raise exceptions.DefaultCredentialsError(_CLOUD_SDK_MISSING_CREDENTIALS) +google.auth.exceptions.DefaultCredentialsError: Your default credentials were not found. To set up Application Default Credentials, see https://cloud.google.com/docs/authentication/external/set-up-adc for more information. + +During handling of the above exception, another exception occurred: + +Traceback (most recent call last): + File "/workspace/lc_stylist_agent/app/server/ChatbotAgent/agent_server.py", line 59, in background_run + request_summary = await self.get_conversation_summary(request.user_id) + File "/workspace/lc_stylist_agent/app/server/ChatbotAgent/agent_server.py", line 84, in get_conversation_summary + summary = await self.llm.generate_response(history=[Message(role=Role.USER, content=input_message)], system_prompt=SUMMARY_PROMPT) + File "/workspace/lc_stylist_agent/app/core/llm_interface.py", line 55, in generate_response + raise type(e)(f"Gemini API call failed: {e}") +google.auth.exceptions.DefaultCredentialsError: Gemini API call failed: Your default credentials were not found. To set up Application Default Credentials, see https://cloud.google.com/docs/authentication/external/set-up-adc for more information. diff --git a/logs/info.log b/logs/info.log new file mode 100644 index 0000000..2cd4f7d --- /dev/null +++ b/logs/info.log @@ -0,0 +1,554 @@ +2025-10-23 17:37:26,690 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 17:37:26,690 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 17:37:26,697 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 17:37:26,697 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 17:41:56,921 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 17:41:56,921 redis_manager.py [line:22] INFO Successfully connected to Redis at localhost:6379 +2025-10-23 17:41:56,928 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 17:41:56,928 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 12:38:03,207 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-23 12:38:03,207 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-23 12:38:03,216 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 12:38:03,216 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 12:38:46,495 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-23 12:38:46,495 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-23 12:38:46,504 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 12:38:46,504 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 12:40:54,138 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-23 12:40:54,138 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-23 12:40:54,147 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 12:40:54,147 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 12:42:28,155 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 1, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-23 12:42:28,157 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 12:42:40,052 base_events.py [line:1758] ERROR Task exception was never retrieved +future: exception=DefaultCredentialsError('Gemini API call failed: Your default credentials were not found. To set up Application Default Credentials, see https://cloud.google.com/docs/authentication/external/set-up-adc for more information.')> +Traceback (most recent call last): + File "/app/app/core/llm_interface.py", line 45, in generate_response + response = await self.gemini_client.aio.models.generate_content( + File "/usr/local/lib/python3.10/dist-packages/google/genai/models.py", line 6757, in generate_content + response = await self._generate_content( + File "/usr/local/lib/python3.10/dist-packages/google/genai/models.py", line 5592, in _generate_content + response = await self._api_client.async_request( + File "/usr/local/lib/python3.10/dist-packages/google/genai/_api_client.py", line 1341, in async_request + result = await self._async_request( + File "/usr/local/lib/python3.10/dist-packages/google/genai/_api_client.py", line 1286, in _async_request + return await self._async_retry( # type: ignore[no-any-return] + File "/usr/local/lib/python3.10/dist-packages/tenacity/asyncio/__init__.py", line 111, in __call__ + do = await self.iter(retry_state=retry_state) + File "/usr/local/lib/python3.10/dist-packages/tenacity/asyncio/__init__.py", line 153, in iter + result = await action(retry_state) + File "/usr/local/lib/python3.10/dist-packages/tenacity/_utils.py", line 99, in inner + return call(*args, **kwargs) + File "/usr/local/lib/python3.10/dist-packages/tenacity/__init__.py", line 420, in exc_check + raise retry_exc.reraise() + File "/usr/local/lib/python3.10/dist-packages/tenacity/__init__.py", line 187, in reraise + raise self.last_attempt.result() + File "/usr/lib/python3.10/concurrent/futures/_base.py", line 451, in result + return self.__get_result() + File "/usr/lib/python3.10/concurrent/futures/_base.py", line 403, in __get_result + raise self._exception + File "/usr/local/lib/python3.10/dist-packages/tenacity/asyncio/__init__.py", line 114, in __call__ + result = await fn(*args, **kwargs) + File "/usr/local/lib/python3.10/dist-packages/google/genai/_api_client.py", line 1153, in _async_request_once + f'Bearer {await self._async_access_token()}' + File "/usr/local/lib/python3.10/dist-packages/google/genai/_api_client.py", line 970, in _async_access_token + self._credentials, project = await asyncio.to_thread( + File "/usr/lib/python3.10/asyncio/threads.py", line 25, in to_thread + return await loop.run_in_executor(None, func_call) + File "/usr/lib/python3.10/concurrent/futures/thread.py", line 58, in run + result = self.fn(*self.args, **self.kwargs) + File "/usr/local/lib/python3.10/dist-packages/google/genai/_api_client.py", line 184, in load_auth + credentials, loaded_project_id = google.auth.default( # type: ignore[no-untyped-call] + File "/usr/local/lib/python3.10/dist-packages/google/auth/_default.py", line 739, in default + raise exceptions.DefaultCredentialsError(_CLOUD_SDK_MISSING_CREDENTIALS) +google.auth.exceptions.DefaultCredentialsError: Your default credentials were not found. To set up Application Default Credentials, see https://cloud.google.com/docs/authentication/external/set-up-adc for more information. + +During handling of the above exception, another exception occurred: + +Traceback (most recent call last): + File "/app/app/server/ChatbotAgent/agent_server.py", line 59, in background_run + request_summary = await self.get_conversation_summary(request.user_id) + File "/app/app/server/ChatbotAgent/agent_server.py", line 84, in get_conversation_summary + summary = await self.llm.generate_response(history=[Message(role=Role.USER, content=input_message)], system_prompt=SUMMARY_PROMPT) + File "/app/app/core/llm_interface.py", line 55, in generate_response + raise type(e)(f"Gemini API call failed: {e}") +google.auth.exceptions.DefaultCredentialsError: Gemini API call failed: Your default credentials were not found. To set up Application Default Credentials, see https://cloud.google.com/docs/authentication/external/set-up-adc for more information. +2025-10-23 12:45:35,306 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 12:45:35,306 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 12:45:35,372 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-23 12:45:35,372 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-23 12:45:35,381 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 12:45:35,381 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 12:45:48,288 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 12:45:52,803 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 1, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-23 12:45:52,805 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 12:45:52,806 base_events.py [line:1758] ERROR Task exception was never retrieved +future: exception=DefaultCredentialsError('Gemini API call failed: File /workspace/lc_stylist_agent/request.json was not found.')> +Traceback (most recent call last): + File "/app/app/core/llm_interface.py", line 45, in generate_response + response = await self.gemini_client.aio.models.generate_content( + File "/usr/local/lib/python3.10/dist-packages/google/genai/models.py", line 6757, in generate_content + response = await self._generate_content( + File "/usr/local/lib/python3.10/dist-packages/google/genai/models.py", line 5592, in _generate_content + response = await self._api_client.async_request( + File "/usr/local/lib/python3.10/dist-packages/google/genai/_api_client.py", line 1341, in async_request + result = await self._async_request( + File "/usr/local/lib/python3.10/dist-packages/google/genai/_api_client.py", line 1286, in _async_request + return await self._async_retry( # type: ignore[no-any-return] + File "/usr/local/lib/python3.10/dist-packages/tenacity/asyncio/__init__.py", line 111, in __call__ + do = await self.iter(retry_state=retry_state) + File "/usr/local/lib/python3.10/dist-packages/tenacity/asyncio/__init__.py", line 153, in iter + result = await action(retry_state) + File "/usr/local/lib/python3.10/dist-packages/tenacity/_utils.py", line 99, in inner + return call(*args, **kwargs) + File "/usr/local/lib/python3.10/dist-packages/tenacity/__init__.py", line 420, in exc_check + raise retry_exc.reraise() + File "/usr/local/lib/python3.10/dist-packages/tenacity/__init__.py", line 187, in reraise + raise self.last_attempt.result() + File "/usr/lib/python3.10/concurrent/futures/_base.py", line 451, in result + return self.__get_result() + File "/usr/lib/python3.10/concurrent/futures/_base.py", line 403, in __get_result + raise self._exception + File "/usr/local/lib/python3.10/dist-packages/tenacity/asyncio/__init__.py", line 114, in __call__ + result = await fn(*args, **kwargs) + File "/usr/local/lib/python3.10/dist-packages/google/genai/_api_client.py", line 1153, in _async_request_once + f'Bearer {await self._async_access_token()}' + File "/usr/local/lib/python3.10/dist-packages/google/genai/_api_client.py", line 970, in _async_access_token + self._credentials, project = await asyncio.to_thread( + File "/usr/lib/python3.10/asyncio/threads.py", line 25, in to_thread + return await loop.run_in_executor(None, func_call) + File "/usr/lib/python3.10/concurrent/futures/thread.py", line 58, in run + result = self.fn(*self.args, **self.kwargs) + File "/usr/local/lib/python3.10/dist-packages/google/genai/_api_client.py", line 184, in load_auth + credentials, loaded_project_id = google.auth.default( # type: ignore[no-untyped-call] + File "/usr/local/lib/python3.10/dist-packages/google/auth/_default.py", line 705, in default + credentials, project_id = checker() + File "/usr/local/lib/python3.10/dist-packages/google/auth/_default.py", line 698, in + lambda: _get_explicit_environ_credentials(quota_project_id=quota_project_id), + File "/usr/local/lib/python3.10/dist-packages/google/auth/_default.py", line 346, in _get_explicit_environ_credentials + credentials, project_id = load_credentials_from_file( + File "/usr/local/lib/python3.10/dist-packages/google/auth/_default.py", line 173, in load_credentials_from_file + raise exceptions.DefaultCredentialsError( +google.auth.exceptions.DefaultCredentialsError: File /workspace/lc_stylist_agent/request.json was not found. + +During handling of the above exception, another exception occurred: + +Traceback (most recent call last): + File "/app/app/server/ChatbotAgent/agent_server.py", line 59, in background_run + request_summary = await self.get_conversation_summary(request.user_id) + File "/app/app/server/ChatbotAgent/agent_server.py", line 84, in get_conversation_summary + summary = await self.llm.generate_response(history=[Message(role=Role.USER, content=input_message)], system_prompt=SUMMARY_PROMPT) + File "/app/app/core/llm_interface.py", line 55, in generate_response + raise type(e)(f"Gemini API call failed: {e}") +google.auth.exceptions.DefaultCredentialsError: Gemini API call failed: File /workspace/lc_stylist_agent/request.json was not found. +2025-10-23 12:49:03,747 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 12:49:03,747 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 12:49:03,814 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-23 12:49:03,814 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-23 12:49:03,823 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 12:49:03,823 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 12:49:22,244 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 12:49:29,263 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 1, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-23 12:49:29,264 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 12:49:29,266 base_events.py [line:1758] ERROR Task exception was never retrieved +future: exception=DefaultCredentialsError('Gemini API call failed: File /app/app/request.json was not found.')> +Traceback (most recent call last): + File "/app/app/core/llm_interface.py", line 45, in generate_response + response = await self.gemini_client.aio.models.generate_content( + File "/usr/local/lib/python3.10/dist-packages/google/genai/models.py", line 6757, in generate_content + response = await self._generate_content( + File "/usr/local/lib/python3.10/dist-packages/google/genai/models.py", line 5592, in _generate_content + response = await self._api_client.async_request( + File "/usr/local/lib/python3.10/dist-packages/google/genai/_api_client.py", line 1341, in async_request + result = await self._async_request( + File "/usr/local/lib/python3.10/dist-packages/google/genai/_api_client.py", line 1286, in _async_request + return await self._async_retry( # type: ignore[no-any-return] + File "/usr/local/lib/python3.10/dist-packages/tenacity/asyncio/__init__.py", line 111, in __call__ + do = await self.iter(retry_state=retry_state) + File "/usr/local/lib/python3.10/dist-packages/tenacity/asyncio/__init__.py", line 153, in iter + result = await action(retry_state) + File "/usr/local/lib/python3.10/dist-packages/tenacity/_utils.py", line 99, in inner + return call(*args, **kwargs) + File "/usr/local/lib/python3.10/dist-packages/tenacity/__init__.py", line 420, in exc_check + raise retry_exc.reraise() + File "/usr/local/lib/python3.10/dist-packages/tenacity/__init__.py", line 187, in reraise + raise self.last_attempt.result() + File "/usr/lib/python3.10/concurrent/futures/_base.py", line 451, in result + return self.__get_result() + File "/usr/lib/python3.10/concurrent/futures/_base.py", line 403, in __get_result + raise self._exception + File "/usr/local/lib/python3.10/dist-packages/tenacity/asyncio/__init__.py", line 114, in __call__ + result = await fn(*args, **kwargs) + File "/usr/local/lib/python3.10/dist-packages/google/genai/_api_client.py", line 1153, in _async_request_once + f'Bearer {await self._async_access_token()}' + File "/usr/local/lib/python3.10/dist-packages/google/genai/_api_client.py", line 970, in _async_access_token + self._credentials, project = await asyncio.to_thread( + File "/usr/lib/python3.10/asyncio/threads.py", line 25, in to_thread + return await loop.run_in_executor(None, func_call) + File "/usr/lib/python3.10/concurrent/futures/thread.py", line 58, in run + result = self.fn(*self.args, **self.kwargs) + File "/usr/local/lib/python3.10/dist-packages/google/genai/_api_client.py", line 184, in load_auth + credentials, loaded_project_id = google.auth.default( # type: ignore[no-untyped-call] + File "/usr/local/lib/python3.10/dist-packages/google/auth/_default.py", line 705, in default + credentials, project_id = checker() + File "/usr/local/lib/python3.10/dist-packages/google/auth/_default.py", line 698, in + lambda: _get_explicit_environ_credentials(quota_project_id=quota_project_id), + File "/usr/local/lib/python3.10/dist-packages/google/auth/_default.py", line 346, in _get_explicit_environ_credentials + credentials, project_id = load_credentials_from_file( + File "/usr/local/lib/python3.10/dist-packages/google/auth/_default.py", line 173, in load_credentials_from_file + raise exceptions.DefaultCredentialsError( +google.auth.exceptions.DefaultCredentialsError: File /app/app/request.json was not found. + +During handling of the above exception, another exception occurred: + +Traceback (most recent call last): + File "/app/app/server/ChatbotAgent/agent_server.py", line 59, in background_run + request_summary = await self.get_conversation_summary(request.user_id) + File "/app/app/server/ChatbotAgent/agent_server.py", line 84, in get_conversation_summary + summary = await self.llm.generate_response(history=[Message(role=Role.USER, content=input_message)], system_prompt=SUMMARY_PROMPT) + File "/app/app/core/llm_interface.py", line 55, in generate_response + raise type(e)(f"Gemini API call failed: {e}") +google.auth.exceptions.DefaultCredentialsError: Gemini API call failed: File /app/app/request.json was not found. +2025-10-23 12:50:15,661 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 12:50:15,662 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 12:50:15,728 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-23 12:50:15,728 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-23 12:50:15,736 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 12:50:15,736 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 12:50:32,193 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 12:51:03,012 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 1, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-23 12:51:03,014 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 12:51:11,954 _client.py [line:1740] INFO HTTP Request: POST https://us-central1-aiplatform.googleapis.com/v1beta1/projects/aida-461108/locations/us-central1/publishers/google/models/gemini-2.5-flash:generateContent "HTTP/1.1 200 OK" +2025-10-23 12:51:11,961 agent_server.py [line:60] INFO request_summary: ```json +{ + "occasion": "Outdoor garden wedding", + "style": "Elegant bohemian, flowy", + "color_preference": "['Pale Blue', 'Mint Green'] (soft pastels preferred), avoid bright reds and oranges", + "clothing_type": "Flowy, light, and airy maxi dress", + "vibe_or_details": "Comfortable for walking" +} +``` +2025-10-23 12:51:11,962 _api_client.py [line:619] INFO The user provided project/location will take precedence over the Vertex AI API key from the environment variable. +2025-10-23 12:51:11,997 base_events.py [line:1758] ERROR Task exception was never retrieved +future: exception=RuntimeError("Failed to load credentials from file /workspace/lc_stylist_agent/request.json: [Errno 2] No such file or directory: '/workspace/lc_stylist_agent/request.json'")> +Traceback (most recent call last): + File "/app/app/core/stylist_agent_server.py", line 38, in __init__ + self.credentials = service_account.Credentials.from_service_account_file('/workspace/lc_stylist_agent/request.json') + File "/usr/local/lib/python3.10/dist-packages/google/oauth2/service_account.py", line 264, in from_service_account_file + info, signer = _service_account_info.from_filename( + File "/usr/local/lib/python3.10/dist-packages/google/auth/_service_account_info.py", line 78, in from_filename + with io.open(filename, "r", encoding="utf-8") as json_file: +FileNotFoundError: [Errno 2] No such file or directory: '/workspace/lc_stylist_agent/request.json' + +During handling of the above exception, another exception occurred: + +Traceback (most recent call last): + File "/app/app/server/ChatbotAgent/agent_server.py", line 63, in background_run + recommendation_results = await self.recommend_outfit(request_summary=request_summary, + File "/app/app/server/ChatbotAgent/agent_server.py", line 99, in recommend_outfit + agent = AsyncStylistAgent(**self.stylist_agent_kwages) + File "/app/app/core/stylist_agent_server.py", line 41, in __init__ + raise RuntimeError(f"Failed to load credentials from file {'/workspace/lc_stylist_agent/request.json'}: {e}") +RuntimeError: Failed to load credentials from file /workspace/lc_stylist_agent/request.json: [Errno 2] No such file or directory: '/workspace/lc_stylist_agent/request.json' +2025-10-23 12:55:03,968 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-23 12:55:03,976 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 12:55:03,992 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-23 12:55:04,000 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 12:55:30,861 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 1, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-23 12:55:30,863 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 12:55:42,692 base_events.py [line:1758] ERROR Task exception was never retrieved +future: exception=DefaultCredentialsError('Gemini API call failed: Your default credentials were not found. To set up Application Default Credentials, see https://cloud.google.com/docs/authentication/external/set-up-adc for more information.')> +Traceback (most recent call last): + File "/app/app/core/llm_interface.py", line 45, in generate_response + response = await self.gemini_client.aio.models.generate_content( + File "/usr/local/lib/python3.10/dist-packages/google/genai/models.py", line 6757, in generate_content + response = await self._generate_content( + File "/usr/local/lib/python3.10/dist-packages/google/genai/models.py", line 5592, in _generate_content + response = await self._api_client.async_request( + File "/usr/local/lib/python3.10/dist-packages/google/genai/_api_client.py", line 1341, in async_request + result = await self._async_request( + File "/usr/local/lib/python3.10/dist-packages/google/genai/_api_client.py", line 1286, in _async_request + return await self._async_retry( # type: ignore[no-any-return] + File "/usr/local/lib/python3.10/dist-packages/tenacity/asyncio/__init__.py", line 111, in __call__ + do = await self.iter(retry_state=retry_state) + File "/usr/local/lib/python3.10/dist-packages/tenacity/asyncio/__init__.py", line 153, in iter + result = await action(retry_state) + File "/usr/local/lib/python3.10/dist-packages/tenacity/_utils.py", line 99, in inner + return call(*args, **kwargs) + File "/usr/local/lib/python3.10/dist-packages/tenacity/__init__.py", line 420, in exc_check + raise retry_exc.reraise() + File "/usr/local/lib/python3.10/dist-packages/tenacity/__init__.py", line 187, in reraise + raise self.last_attempt.result() + File "/usr/lib/python3.10/concurrent/futures/_base.py", line 451, in result + return self.__get_result() + File "/usr/lib/python3.10/concurrent/futures/_base.py", line 403, in __get_result + raise self._exception + File "/usr/local/lib/python3.10/dist-packages/tenacity/asyncio/__init__.py", line 114, in __call__ + result = await fn(*args, **kwargs) + File "/usr/local/lib/python3.10/dist-packages/google/genai/_api_client.py", line 1153, in _async_request_once + f'Bearer {await self._async_access_token()}' + File "/usr/local/lib/python3.10/dist-packages/google/genai/_api_client.py", line 970, in _async_access_token + self._credentials, project = await asyncio.to_thread( + File "/usr/lib/python3.10/asyncio/threads.py", line 25, in to_thread + return await loop.run_in_executor(None, func_call) + File "/usr/lib/python3.10/concurrent/futures/thread.py", line 58, in run + result = self.fn(*self.args, **self.kwargs) + File "/usr/local/lib/python3.10/dist-packages/google/genai/_api_client.py", line 184, in load_auth + credentials, loaded_project_id = google.auth.default( # type: ignore[no-untyped-call] + File "/usr/local/lib/python3.10/dist-packages/google/auth/_default.py", line 739, in default + raise exceptions.DefaultCredentialsError(_CLOUD_SDK_MISSING_CREDENTIALS) +google.auth.exceptions.DefaultCredentialsError: Your default credentials were not found. To set up Application Default Credentials, see https://cloud.google.com/docs/authentication/external/set-up-adc for more information. + +During handling of the above exception, another exception occurred: + +Traceback (most recent call last): + File "/app/app/server/ChatbotAgent/agent_server.py", line 59, in background_run + request_summary = await self.get_conversation_summary(request.user_id) + File "/app/app/server/ChatbotAgent/agent_server.py", line 84, in get_conversation_summary + summary = await self.llm.generate_response(history=[Message(role=Role.USER, content=input_message)], system_prompt=SUMMARY_PROMPT) + File "/app/app/core/llm_interface.py", line 55, in generate_response + raise type(e)(f"Gemini API call failed: {e}") +google.auth.exceptions.DefaultCredentialsError: Gemini API call failed: Your default credentials were not found. To set up Application Default Credentials, see https://cloud.google.com/docs/authentication/external/set-up-adc for more information. +2025-10-23 12:59:02,989 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-23 12:59:02,990 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-23 12:59:03,003 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 12:59:03,003 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 12:59:20,848 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 1, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-23 12:59:20,849 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 12:59:28,106 _client.py [line:1740] INFO HTTP Request: POST https://us-central1-aiplatform.googleapis.com/v1beta1/projects/aida-461108/locations/us-central1/publishers/google/models/gemini-2.5-flash:generateContent "HTTP/1.1 200 OK" +2025-10-23 12:59:28,114 agent_server.py [line:60] INFO request_summary: ```json +{ + "occasion": "", + "style": "No preference", + "color_preference": "No preference", + "clothing_type": "No preference", + "vibe_or_details": "No preference" +} +``` +2025-10-23 12:59:28,150 base_events.py [line:1758] ERROR Task exception was never retrieved +future: exception=RuntimeError("Failed to load credentials from file /workspace/lc_stylist_agent/request.json: [Errno 2] No such file or directory: '/workspace/lc_stylist_agent/request.json'")> +Traceback (most recent call last): + File "/app/app/core/stylist_agent_server.py", line 38, in __init__ + self.credentials = service_account.Credentials.from_service_account_file('/workspace/lc_stylist_agent/request.json') + File "/usr/local/lib/python3.10/dist-packages/google/oauth2/service_account.py", line 264, in from_service_account_file + info, signer = _service_account_info.from_filename( + File "/usr/local/lib/python3.10/dist-packages/google/auth/_service_account_info.py", line 78, in from_filename + with io.open(filename, "r", encoding="utf-8") as json_file: +FileNotFoundError: [Errno 2] No such file or directory: '/workspace/lc_stylist_agent/request.json' + +During handling of the above exception, another exception occurred: + +Traceback (most recent call last): + File "/app/app/server/ChatbotAgent/agent_server.py", line 63, in background_run + recommendation_results = await self.recommend_outfit(request_summary=request_summary, + File "/app/app/server/ChatbotAgent/agent_server.py", line 99, in recommend_outfit + agent = AsyncStylistAgent(**self.stylist_agent_kwages) + File "/app/app/core/stylist_agent_server.py", line 41, in __init__ + raise RuntimeError(f"Failed to load credentials from file {'/workspace/lc_stylist_agent/request.json'}: {e}") +RuntimeError: Failed to load credentials from file /workspace/lc_stylist_agent/request.json: [Errno 2] No such file or directory: '/workspace/lc_stylist_agent/request.json' +2025-10-23 13:01:05,230 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-23 13:01:05,230 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-23 13:01:05,238 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 13:01:05,238 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 13:01:31,178 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-23 13:01:31,178 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-23 13:01:31,187 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 13:01:31,187 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 13:02:07,048 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 1, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-23 13:02:07,049 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:02:14,759 _client.py [line:1740] INFO HTTP Request: POST https://us-central1-aiplatform.googleapis.com/v1beta1/projects/aida-461108/locations/us-central1/publishers/google/models/gemini-2.5-flash:generateContent "HTTP/1.1 200 OK" +2025-10-23 13:02:14,766 agent_server.py [line:60] INFO request_summary: ```json +{ + "occasion": "Romantic date dinner", + "style": "Classic elegance", + "color_preference": [ + "Cream", + "Pale Blue" + ], + "clothing_type": "Lightweight maxi dress", + "vibe_or_details": "Needs to be comfortable and breathable" +} +``` +2025-10-23 13:02:14,806 base_events.py [line:1758] ERROR Task exception was never retrieved +future: exception=RuntimeError("Failed to load credentials from file /workspace/lc_stylist_agent/request.json: [Errno 2] No such file or directory: '/workspace/lc_stylist_agent/request.json'")> +Traceback (most recent call last): + File "/app/app/core/stylist_agent_server.py", line 38, in __init__ + self.credentials = service_account.Credentials.from_service_account_file('/workspace/lc_stylist_agent/request.json') + File "/usr/local/lib/python3.10/dist-packages/google/oauth2/service_account.py", line 264, in from_service_account_file + info, signer = _service_account_info.from_filename( + File "/usr/local/lib/python3.10/dist-packages/google/auth/_service_account_info.py", line 78, in from_filename + with io.open(filename, "r", encoding="utf-8") as json_file: +FileNotFoundError: [Errno 2] No such file or directory: '/workspace/lc_stylist_agent/request.json' + +During handling of the above exception, another exception occurred: + +Traceback (most recent call last): + File "/app/app/server/ChatbotAgent/agent_server.py", line 63, in background_run + recommendation_results = await self.recommend_outfit(request_summary=request_summary, + File "/app/app/server/ChatbotAgent/agent_server.py", line 99, in recommend_outfit + agent = AsyncStylistAgent(**self.stylist_agent_kwages) + File "/app/app/core/stylist_agent_server.py", line 41, in __init__ + raise RuntimeError(f"Failed to load credentials from file {'/workspace/lc_stylist_agent/request.json'}: {e}") +RuntimeError: Failed to load credentials from file /workspace/lc_stylist_agent/request.json: [Errno 2] No such file or directory: '/workspace/lc_stylist_agent/request.json' +2025-10-23 13:04:34,790 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-23 13:04:34,798 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 13:04:34,822 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-23 13:04:34,831 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 13:04:49,159 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 1, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-23 13:04:49,161 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:04:52,924 _client.py [line:1740] INFO HTTP Request: POST https://us-central1-aiplatform.googleapis.com/v1beta1/projects/aida-461108/locations/us-central1/publishers/google/models/gemini-2.5-flash:generateContent "HTTP/1.1 200 OK" +2025-10-23 13:04:52,930 agent_server.py [line:60] INFO request_summary: ```json +{ + "occasion": "Outdoor summer wedding", + "style": "Elegant and comfortable", + "color_preference": "Light, pastel colors", + "clothing_type": "Lightweight maxi dress", + "vibe_or_details": "Needs to be breathable for hot weather, not too formal but elegant enough for a wedding, no specific pattern preference but open to subtle designs." +} +``` +2025-10-23 13:04:53,112 stylist_agent_server.py [line:276] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': 'd62c593f-ddcb-491d-ad83-6a1080dc4c35', 'items': []} +2025-10-23 13:04:53,115 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:04:57,361 _client.py [line:1740] INFO HTTP Request: POST https://us-central1-aiplatform.googleapis.com/v1beta1/projects/aida-461108/locations/us-central1/publishers/google/models/gemini-2.5-flash:generateContent "HTTP/1.1 200 OK" +2025-10-23 13:04:57,425 agent_server.py [line:69] INFO +--- Final Recommendation Results --- +2025-10-23 13:04:57,425 agent_server.py [line:73] ERROR ❌ Failed: 'NoneType' object has no attribute 'get' +2025-10-23 13:08:18,434 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-23 13:08:18,434 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-23 13:08:18,442 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 13:08:18,442 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-23 13:08:59,356 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 1, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-23 13:08:59,357 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:09:11,912 _client.py [line:1740] INFO HTTP Request: POST https://us-central1-aiplatform.googleapis.com/v1beta1/projects/aida-461108/locations/us-central1/publishers/google/models/gemini-2.5-flash:generateContent "HTTP/1.1 200 OK" +2025-10-23 13:09:11,919 agent_server.py [line:60] INFO request_summary: ```json +{ + "occasion": "", + "style": "", + "color_preference": "No preference", + "clothing_type": "", + "vibe_or_details": "" +} +``` +2025-10-23 13:09:12,017 stylist_agent_server.py [line:276] INFO {'status': '', 'message': '', 'path': '', 'outfit_id': '4249f4c2-e7e1-432a-9f00-917cab8c3697', 'items': []} +2025-10-23 13:09:12,017 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-23 13:09:15,082 _client.py [line:1740] INFO HTTP Request: POST https://us-central1-aiplatform.googleapis.com/v1beta1/projects/aida-461108/locations/us-central1/publishers/google/models/gemini-2.5-flash:generateContent "HTTP/1.1 200 OK" +2025-10-23 13:09:15,866 agent_server.py [line:69] INFO +--- Final Recommendation Results --- +2025-10-23 13:09:15,866 agent_server.py [line:73] ERROR ❌ Failed: 'NoneType' object has no attribute 'get' +2025-10-24 10:22:10,296 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-24 10:22:10,297 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-24 10:22:10,305 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-24 10:22:10,305 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-24 10:22:16,926 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 1, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-24 10:22:16,928 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-24 10:22:29,130 base_events.py [line:1758] ERROR Task exception was never retrieved +future: exception=DefaultCredentialsError('Gemini API call failed: Your default credentials were not found. To set up Application Default Credentials, see https://cloud.google.com/docs/authentication/external/set-up-adc for more information.')> +Traceback (most recent call last): + File "/workspace/lc_stylist_agent/app/core/llm_interface.py", line 45, in generate_response + response = await self.gemini_client.aio.models.generate_content( + File "/home/user/miniconda3/envs/lc_stylist_agent/lib/python3.10/site-packages/google/genai/models.py", line 6757, in generate_content + response = await self._generate_content( + File "/home/user/miniconda3/envs/lc_stylist_agent/lib/python3.10/site-packages/google/genai/models.py", line 5592, in _generate_content + response = await self._api_client.async_request( + File "/home/user/miniconda3/envs/lc_stylist_agent/lib/python3.10/site-packages/google/genai/_api_client.py", line 1341, in async_request + result = await self._async_request( + File "/home/user/miniconda3/envs/lc_stylist_agent/lib/python3.10/site-packages/google/genai/_api_client.py", line 1286, in _async_request + return await self._async_retry( # type: ignore[no-any-return] + File "/home/user/miniconda3/envs/lc_stylist_agent/lib/python3.10/site-packages/tenacity/_asyncio.py", line 58, in __call__ + do = await self.iter(retry_state=retry_state) + File "/home/user/miniconda3/envs/lc_stylist_agent/lib/python3.10/site-packages/tenacity/_asyncio.py", line 110, in iter + result = await action(retry_state) + File "/home/user/miniconda3/envs/lc_stylist_agent/lib/python3.10/site-packages/tenacity/_asyncio.py", line 78, in inner + return fn(*args, **kwargs) + File "/home/user/miniconda3/envs/lc_stylist_agent/lib/python3.10/site-packages/tenacity/__init__.py", line 410, in exc_check + raise retry_exc.reraise() + File "/home/user/miniconda3/envs/lc_stylist_agent/lib/python3.10/site-packages/tenacity/__init__.py", line 183, in reraise + raise self.last_attempt.result() + File "/home/user/miniconda3/envs/lc_stylist_agent/lib/python3.10/concurrent/futures/_base.py", line 451, in result + return self.__get_result() + File "/home/user/miniconda3/envs/lc_stylist_agent/lib/python3.10/concurrent/futures/_base.py", line 403, in __get_result + raise self._exception + File "/home/user/miniconda3/envs/lc_stylist_agent/lib/python3.10/site-packages/tenacity/_asyncio.py", line 61, in __call__ + result = await fn(*args, **kwargs) + File "/home/user/miniconda3/envs/lc_stylist_agent/lib/python3.10/site-packages/google/genai/_api_client.py", line 1153, in _async_request_once + f'Bearer {await self._async_access_token()}' + File "/home/user/miniconda3/envs/lc_stylist_agent/lib/python3.10/site-packages/google/genai/_api_client.py", line 970, in _async_access_token + self._credentials, project = await asyncio.to_thread( + File "/home/user/miniconda3/envs/lc_stylist_agent/lib/python3.10/asyncio/threads.py", line 25, in to_thread + return await loop.run_in_executor(None, func_call) + File "/home/user/miniconda3/envs/lc_stylist_agent/lib/python3.10/concurrent/futures/thread.py", line 58, in run + result = self.fn(*self.args, **self.kwargs) + File "/home/user/miniconda3/envs/lc_stylist_agent/lib/python3.10/site-packages/google/genai/_api_client.py", line 184, in load_auth + credentials, loaded_project_id = google.auth.default( # type: ignore[no-untyped-call] + File "/home/user/miniconda3/envs/lc_stylist_agent/lib/python3.10/site-packages/google/auth/_default.py", line 739, in default + raise exceptions.DefaultCredentialsError(_CLOUD_SDK_MISSING_CREDENTIALS) +google.auth.exceptions.DefaultCredentialsError: Your default credentials were not found. To set up Application Default Credentials, see https://cloud.google.com/docs/authentication/external/set-up-adc for more information. + +During handling of the above exception, another exception occurred: + +Traceback (most recent call last): + File "/workspace/lc_stylist_agent/app/server/ChatbotAgent/agent_server.py", line 59, in background_run + request_summary = await self.get_conversation_summary(request.user_id) + File "/workspace/lc_stylist_agent/app/server/ChatbotAgent/agent_server.py", line 84, in get_conversation_summary + summary = await self.llm.generate_response(history=[Message(role=Role.USER, content=input_message)], system_prompt=SUMMARY_PROMPT) + File "/workspace/lc_stylist_agent/app/core/llm_interface.py", line 55, in generate_response + raise type(e)(f"Gemini API call failed: {e}") +google.auth.exceptions.DefaultCredentialsError: Gemini API call failed: Your default credentials were not found. To set up Application Default Credentials, see https://cloud.google.com/docs/authentication/external/set-up-adc for more information. +2025-10-24 10:35:27,496 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-24 10:35:27,500 redis_manager.py [line:22] INFO Successfully connected to Redis at 10.1.1.240:6379 +2025-10-24 10:35:27,503 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-24 10:35:27,507 posthog.py [line:22] INFO Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information. +2025-10-24 10:35:32,549 agent_server.py [line:47] INFO request: {'user_id': 'string', 'num_outfits': 1, 'stylist_path': 'lanecarford/stylist_guide/crystal_en.md'} +2025-10-24 10:35:32,550 models.py [line:6751] INFO AFC is enabled with max remote calls: 10. +2025-10-24 10:35:44,514 base_events.py [line:1758] ERROR Task exception was never retrieved +future: exception=DefaultCredentialsError('Gemini API call failed: Your default credentials were not found. To set up Application Default Credentials, see https://cloud.google.com/docs/authentication/external/set-up-adc for more information.')> +Traceback (most recent call last): + File "/workspace/lc_stylist_agent/app/core/llm_interface.py", line 45, in generate_response + response = await self.gemini_client.aio.models.generate_content( + File "/home/user/miniconda3/envs/test2/lib/python3.10/site-packages/google/genai/models.py", line 6757, in generate_content + response = await self._generate_content( + File "/home/user/miniconda3/envs/test2/lib/python3.10/site-packages/google/genai/models.py", line 5592, in _generate_content + response = await self._api_client.async_request( + File "/home/user/miniconda3/envs/test2/lib/python3.10/site-packages/google/genai/_api_client.py", line 1341, in async_request + result = await self._async_request( + File "/home/user/miniconda3/envs/test2/lib/python3.10/site-packages/google/genai/_api_client.py", line 1286, in _async_request + return await self._async_retry( # type: ignore[no-any-return] + File "/home/user/miniconda3/envs/test2/lib/python3.10/site-packages/tenacity/_asyncio.py", line 58, in __call__ + do = await self.iter(retry_state=retry_state) + File "/home/user/miniconda3/envs/test2/lib/python3.10/site-packages/tenacity/_asyncio.py", line 110, in iter + result = await action(retry_state) + File "/home/user/miniconda3/envs/test2/lib/python3.10/site-packages/tenacity/_asyncio.py", line 78, in inner + return fn(*args, **kwargs) + File "/home/user/miniconda3/envs/test2/lib/python3.10/site-packages/tenacity/__init__.py", line 410, in exc_check + raise retry_exc.reraise() + File "/home/user/miniconda3/envs/test2/lib/python3.10/site-packages/tenacity/__init__.py", line 183, in reraise + raise self.last_attempt.result() + File "/home/user/miniconda3/envs/test2/lib/python3.10/concurrent/futures/_base.py", line 451, in result + return self.__get_result() + File "/home/user/miniconda3/envs/test2/lib/python3.10/concurrent/futures/_base.py", line 403, in __get_result + raise self._exception + File "/home/user/miniconda3/envs/test2/lib/python3.10/site-packages/tenacity/_asyncio.py", line 61, in __call__ + result = await fn(*args, **kwargs) + File "/home/user/miniconda3/envs/test2/lib/python3.10/site-packages/google/genai/_api_client.py", line 1153, in _async_request_once + f'Bearer {await self._async_access_token()}' + File "/home/user/miniconda3/envs/test2/lib/python3.10/site-packages/google/genai/_api_client.py", line 970, in _async_access_token + self._credentials, project = await asyncio.to_thread( + File "/home/user/miniconda3/envs/test2/lib/python3.10/asyncio/threads.py", line 25, in to_thread + return await loop.run_in_executor(None, func_call) + File "/home/user/miniconda3/envs/test2/lib/python3.10/concurrent/futures/thread.py", line 58, in run + result = self.fn(*self.args, **self.kwargs) + File "/home/user/miniconda3/envs/test2/lib/python3.10/site-packages/google/genai/_api_client.py", line 184, in load_auth + credentials, loaded_project_id = google.auth.default( # type: ignore[no-untyped-call] + File "/home/user/miniconda3/envs/test2/lib/python3.10/site-packages/google/auth/_default.py", line 739, in default + raise exceptions.DefaultCredentialsError(_CLOUD_SDK_MISSING_CREDENTIALS) +google.auth.exceptions.DefaultCredentialsError: Your default credentials were not found. To set up Application Default Credentials, see https://cloud.google.com/docs/authentication/external/set-up-adc for more information. + +During handling of the above exception, another exception occurred: + +Traceback (most recent call last): + File "/workspace/lc_stylist_agent/app/server/ChatbotAgent/agent_server.py", line 59, in background_run + request_summary = await self.get_conversation_summary(request.user_id) + File "/workspace/lc_stylist_agent/app/server/ChatbotAgent/agent_server.py", line 84, in get_conversation_summary + summary = await self.llm.generate_response(history=[Message(role=Role.USER, content=input_message)], system_prompt=SUMMARY_PROMPT) + File "/workspace/lc_stylist_agent/app/core/llm_interface.py", line 55, in generate_response + raise type(e)(f"Gemini API call failed: {e}") +google.auth.exceptions.DefaultCredentialsError: Gemini API call failed: Your default credentials were not found. To set up Application Default Credentials, see https://cloud.google.com/docs/authentication/external/set-up-adc for more information. diff --git a/new_.json b/new_.json new file mode 100644 index 0000000..8f9c80a --- /dev/null +++ b/new_.json @@ -0,0 +1,13 @@ +{ + "type": "service_account", + "project_id": "aida-461108", + "private_key_id": "e0fa4eb8743342ee0d9af77296ec71101bf09706", + "private_key": "-----BEGIN PRIVATE KEY-----\nMIIEvQIBADANBgkqhkiG9w0BAQEFAASCBKcwggSjAgEAAoIBAQDi/0QP9zvdmw/M\nff8koRw1lAEyC/zneayGmB5zHZYE9g+iZZ6U53Df6jgF5maMXoEhb7b62hSbY/Pv\niYcrUYsx1Za0BOp2H7S+WoZg87pYmBkBKY2aoazhnQyaOCB+YBp9E+ZL+yDVJ3JH\nvC1YTWl6CV13V+iPVo4z8kkWFDZWizPZm295JHbQyCHDWjS7hXzDhkXzRswqzsCF\n8f9C+uYCOxjhOZp8YQ7SirsbKFAHf1PCQMyF0zQvCmZ6NaTNZKMEga0kaxHsfwbA\n4YYH3QRXjjPvKI7dRLmjYuoVkVbyQTqOru/wSh0kTqUbhHHYqWAgqkODY4oagTAg\nE73fYqZPAgMBAAECggEAB+ayY/Xgl72X0VqKC33aIVlLU1vMdp2AbleUKRXyDK59\n69KqsEHVZs3ccQQh31KYybpS6FdimT1jlnEMi0BK3otciVvpx1PM3ZqsC8A1ZR5i\nMcKpraS2rkxiTb8/Y6FiZVEl1nuMGy9E0I9nFVLt0B7MVI+dm4OmmSieok3wzZaj\nr3oRRqX+YAtDEweZSB46HVUgeujkhNtizCCwu8agl7QX4cUjLBp/KzkgvCTRl118\n/BedCyrg+y+LtAT2raXuMrIiE/WdqFesQtt7rLIWCEqcpn0DSKrQ++LQvE9epz7y\nKdNVLeFiUmxSBHvTQRuR0jRMOZJreQnKSb6vJzodtQKBgQD8f3hCE9OIPs5xIxpz\nIRWHfghaPuvLMBZprxUqDe+QjN9EOVu5wFmpiMJybKA9kOybuW5GkbXg4U/kINEP\n5TogDjufWgggVUnfmovBpr3ld+EgRzmVDbY7Od0hBOoobYf34crVPSpMonKmMvjU\nZnhN9peQlO8/vw8Bkq/ebIGKxQKBgQDmJUB6BSEVsctA7lsQ/uBODVWdvh1Oxzhj\nKeP5fxvKDwcS5hxuG9k9x5a5LH8DAwfEEhtvNy05yMdCTL/CdP57L4uQbUG/+VQY\nodP6MGf3H38Iy+bFjPWlvhFlbyIbk8AdwsZm6a0n23jtjfFWYPwz/NVu2GLaea3s\nPj0JTJ5OAwKBgQCUkOgQcRv4wYO0nAP3E9NYGrcNapJQxqWZX3Qjf3mi4tCHkvw+\nikf3ccl/jByovPoLEospKJkMjWX1g72fDbAqplU8iLvZUnWaBJQQyGxZdTTYSjA+\nXIgJxx0uTXb9fJ0RJCC1YTzfRIIS+lDgoL5OmTZK0ucG6gMJWOb0B4IdRQKBgA6S\n0VBovr2W8p37+fxLh3ypz4Abp9NzPhjZcDw+Vk4nQXVq6OX4EXueBedX7/sK2BUM\naHxUbCK6mhOStJnluq+mRRoyMPWtHiwpIzk2k37Mmci+0LA1yuBh9swLi4dfhczc\npp+hsHtTpIa2dE/Z+F56ZjGMtkXLar4I+uh515RtAoGAQSLWfzsXoAdUsf16hE8s\nVTWmK7TiJH2UBH6Qa7OqEl4367BQjRm1EGRO3oUwyK/TmM2LSdA9G7fVpFydhkWR\nFJwuvWAsf3QT6FDup9jofgmQxvGS0fpJNENel5k1l5687gmkK6ulVSTfiRQFMYM0\nxJjMu9TnfDjmd2gG5GkWVqM=\n-----END PRIVATE KEY-----\n", + "client_email": "aida-gcs-test@aida-461108.iam.gserviceaccount.com", + "client_id": "117280364971550320059", + "auth_uri": "https://accounts.google.com/o/oauth2/auth", + "token_uri": "https://oauth2.googleapis.com/token", + "auth_provider_x509_cert_url": "https://www.googleapis.com/oauth2/v1/certs", + "client_x509_cert_url": "https://www.googleapis.com/robot/v1/metadata/x509/aida-gcs-test%40aida-461108.iam.gserviceaccount.com", + "universe_domain": "googleapis.com" +} diff --git a/request.json b/request.json new file mode 100644 index 0000000..9948d5e --- /dev/null +++ b/request.json @@ -0,0 +1,13 @@ +{ + "type": "service_account", + "project_id": "aida-461108", + "private_key_id": "b4afaabebb84da24502b318a5fa175f1dc5c096a", + "private_key": "-----BEGIN PRIVATE KEY-----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\nqlXBUbmHHzamo5DPYL8S/w==\n-----END PRIVATE KEY-----\n", + "client_email": "aida-239@aida-461108.iam.gserviceaccount.com", + "client_id": "103102077955178349079", + "auth_uri": "https://accounts.google.com/o/oauth2/auth", + "token_uri": "https://oauth2.googleapis.com/token", + "auth_provider_x509_cert_url": "https://www.googleapis.com/oauth2/v1/certs", + "client_x509_cert_url": "https://www.googleapis.com/robot/v1/metadata/x509/aida-239%40aida-461108.iam.gserviceaccount.com", + "universe_domain": "googleapis.com" +} diff --git a/requirements.txt b/requirements.txt index 760d79c..8b080f7 100644 --- a/requirements.txt +++ b/requirements.txt @@ -1,231 +1,19 @@ -accelerate==0.21.0 -aiohttp==3.9.5 -aiosignal==1.3.1 -albumentations==0.3.2 -annotated-types==0.7.0 -antlr4-python3-runtime==4.9.3 -anykeystore==0.2 -asn1crypto==1.5.1 -asttokens==2.4.1 -async-timeout==4.0.3 -attrs==21.2.0 -bidict==0.23.1 -blessed==1.20.0 -boto3==1.34.113 -botocore==1.34.113 -braceexpand==0.1.7 -cachetools==5.3.3 -certifi==2024.2.2 -cffi==1.16.0 -chardet==5.2.0 -charset-normalizer==3.3.2 -click==8.1.7 -clip==0.2.0 -clip-openai==1.0.post20230121 -cmake==3.29.3 -cramjam==2.8.3 -crcmod==1.7 -cryptacular==1.6.2 -cryptography==39.0.2 -cycler==0.12.1 -datasets==2.2.1 -diffusers==0.30.1 -decorator==5.1.1 -decord==0.6.0 -deepspeed==0.14.2 -defusedxml==0.7.1 -Deprecated==1.2.14 -descartes==1.1.0 -dill==0.3.8 -distlib==0.3.8 -distro-info==1.0 -dnspython==2.6.1 -docker-pycreds==0.4.0 -docstring_parser==0.16 -ecdsa==0.19.0 -einops==0.6.0 -exceptiongroup==1.2.1 -executing==2.0.1 -fairscale==0.4.13 -fastparquet==2024.5.0 -ffmpegcv==0.3.13 -filelock==3.14.0 -fire==0.6.0 -fonttools==4.51.0 -frozenlist==1.4.1 -fsspec==2023.6.0 -ftfy==6.2.0 -gitdb==4.0.11 -GitPython==3.1.43 -gpustat==1.1.1 -greenlet==3.0.3 -grpcio==1.64.0 -h11==0.14.0 -hjson==3.1.0 -hupper==1.12.1 -idna==3.7 -imageio==2.34.1 -imgaug==0.2.6 -iniconfig==2.0.0 -ipaddress==1.0.23 -ipdb==0.13.13 -ipython==8.18.1 -jaxtyping==0.2.28 -jedi==0.19.1 -Jinja2==3.1.4 -jmespath==1.0.1 -joblib==1.4.2 -jsonargparse==4.14.1 -jsonlines==4.0.0 -kiwisolver==1.4.5 -kornia==0.7.2 -kornia_rs==0.1.3 -lazy_loader==0.4 -lightning==2.2.3 -lightning-utilities==0.11.2 -lit==18.1.6 -MarkupSafe==2.1.5 -matplotlib==3.5.3 -matplotlib-inline==0.1.7 -miscreant==0.3.0 -mpmath==1.3.0 -msgpack==1.0.8 -multidict==6.0.5 -multiprocess==0.70.16 -natsort==8.4.0 -networkx==3.2.1 -ninja==1.11.1.1 -numpy==1.24.4 -nuscenes-devkit==1.1.11 -oauthlib==3.2.2 -omegaconf==2.3.0 -open-clip-torch==2.24.0 -openai-clip opencv-python==4.9.0.80 -opencv-python-headless==3.4.18.65 -packaging==22.0 -pandas==1.5.3 -parquet==1.3.1 -parso==0.8.4 -PasteDeploy==3.1.0 -pathlib2==2.3.7.post1 -pathtools==0.1.2 -pbkdf2==1.3 -pexpect==4.9.0 -pillow==10.3.0 -plaster==1.1.2 -plaster-pastedeploy==1.0.1 -platformdirs==4.2.2 -plotly==5.22.0 -pluggy==1.5.0 -ply==3.11 -promise==2.3 -prompt-toolkit==3.0.43 -protobuf==3.20.3 -psutil==5.9.8 -ptyprocess==0.7.0 -pure-eval==0.2.2 -py==1.11.0 -py-cpuinfo==9.0.0 -py-spy==0.3.14 -pyarrow==11.0.0 -pyarrow-hotfix==0.6 -pyasn1==0.6.0 -pycocotools==2.0.7 -pycparser==2.22 -pycryptodomex==3.20.0 -pycurl==7.43.0.6 -ollama==0.4.4 -pydantic==2.9.2 -pydantic_core==2.23.4 -Pygments==2.18.0 -PyJWT==2.8.0 -pynvml==11.5.0 -pyope==0.2.2 -pyOpenSSL==23.2.0 -pyparsing==3.1.2 -pyquaternion==0.9.9 -pyramid==2.0.2 -pyramid-mailer==0.15.1 -pytest==6.2.5 -python-consul==1.1.0 -python-dateutil==2.9.0.post0 -python-engineio==4.9.1 -python-etcd==0.4.5 -python-jose==3.3.0 -python-socketio==5.11.2 -python3-openid==3.2.0 -pytorch-extension==0.2 -pytorch-lightning==2.2.3 -pytz==2024.1 -PyYAML==6.0.1 -regex==2024.5.15 -repoze.sendmail==4.4.1 -requests==2.31.0 -requests-oauthlib==2.0.0 -rsa==4.9 -s3transfer==0.10.1 -safetensors==0.4.3 -schedule==1.2.2 -scikit-image==0.22.0 -scikit-learn==1.5.0 -scipy==1.13.1 -sentencepiece==0.2.0 -sentry-sdk==2.3.1 -setproctitle==1.3.3 -Shapely==1.8.5.post1 -shortuuid==1.0.13 -simple-websocket==1.0.0 -six==1.16.0 -smmap==5.0.1 -SQLAlchemy==2.0.30 -stack-data==0.6.3 -sympy==1.12 -taming-transformers-rom1504==0.0.6 -tenacity==8.3.0 -tensorboardX==2.6.2.2 -termcolor==2.4.0 -threadpoolctl==3.5.0 -thriftpy2==0.5.0 -tifffile==2024.5.22 -timm==1.0.3 -tokenizers==0.19.1 -toml==0.10.2 -tomli==2.0.1 +numpy==1.24.4 +setuptools==80.9.0 +pydantic_settings== 2.11.0 +google-genai==1.45.0 +redis==6.4.0 +google-cloud-storage==2.19.0 +minio==7.2.18 +chromadb==1.1.1 +transformers==4.41.1 torch==2.2.1 torch-fidelity==0.3.0 torchmetrics==1.4.0.post0 torchvision==0.17.1 -tox==3.28.0 -tqdm==4.66.4 -traitlets==5.14.3 -transaction==4.0 -transformers==4.41.1 -translationstring==1.4 -triton==2.2.0 -typeguard==2.13.3 -typing_extensions==4.12.0 -tzdata==2024.1 -urllib3==1.26.18 -velruse==1.1.1 -venusian==3.1.0 -virtualenv==20.26.2 -wandb==0.17.2 -watchdog==4.0.1 -wcwidth==0.2.13 -webdataset==0.2.86 -WebOb==1.8.7 -websocket-client==1.8.0 -wrapt==1.16.0 -wsproto==1.2.0 -WTForms==3.1.2 -wtforms-recaptcha==0.3.2 -xformers==0.0.25 -xxhash==3.4.1 -yarl==1.9.4 -zope.deprecation==5.0 -zope.interface==6.4.post2 -zope.sqlalchemy==3.1 pytorch-fid==0.3.0 -lpips==0.1.4 -huggingface_hub==0.24.6 \ No newline at end of file +open-clip-torch==2.24.0 +pytorch-fid==0.3.0 + +# pip install git+https://github.com/openai/CLIP.git \ No newline at end of file diff --git a/requirements_all.txt b/requirements_all.txt new file mode 100644 index 0000000..f1d19b8 --- /dev/null +++ b/requirements_all.txt @@ -0,0 +1,236 @@ +accelerate==0.21.0 +aiohttp==3.9.5 +aiosignal==1.3.1 +albumentations==0.3.2 +annotated-types==0.7.0 +antlr4-python3-runtime==4.9.3 +anykeystore==0.2 +asn1crypto==1.5.1 +asttokens==2.4.1 +async-timeout==4.0.3 +attrs==23.1.0 +bidict==0.23.1 +blessed==1.20.0 +boto3==1.34.113 +botocore==1.34.113 +braceexpand==0.1.7 +cachetools==5.3.3 +certifi==2024.2.2 +cffi==1.16.0 +chardet==5.2.0 +charset-normalizer==3.3.2 +click==8.1.7 +cmake==3.29.3 +cramjam==2.8.3 +crcmod==1.7 +cryptacular==1.6.2 +cryptography==39.0.2 +cycler==0.12.1 +datasets==2.2.1 +diffusers==0.30.1 +decorator==5.1.1 +decord==0.6.0 +deepspeed==0.14.2 +defusedxml==0.7.1 +Deprecated==1.2.14 +descartes==1.1.0 +dill==0.3.8 +distlib==0.3.8 +distro-info==1.0 +dnspython==2.6.1 +docker-pycreds==0.4.0 +docstring_parser==0.16 +ecdsa==0.19.0 +einops==0.6.0 +exceptiongroup==1.2.1 +executing==2.0.1 +fairscale==0.4.13 +fastparquet==2024.5.0 +ffmpegcv==0.3.13 +filelock==3.14.0 +fire==0.6.0 +fonttools==4.51.0 +frozenlist==1.4.1 +fsspec==2023.6.0 +ftfy==6.2.0 +gitdb==4.0.11 +GitPython==3.1.43 +gpustat==1.1.1 +greenlet==3.0.3 +grpcio==1.64.0 +h11==0.14.0 +hjson==3.1.0 +hupper==1.12.1 +idna==3.7 +imageio==2.34.1 +imgaug==0.2.6 +iniconfig==2.0.0 +ipaddress==1.0.23 +ipdb==0.13.13 +ipython==8.18.1 +jaxtyping==0.2.28 +jedi==0.19.1 +Jinja2==3.1.4 +jmespath==1.0.1 +joblib==1.4.2 +jsonargparse==4.14.1 +jsonlines==4.0.0 +kiwisolver==1.4.5 +kornia==0.7.2 +kornia_rs==0.1.3 +lazy_loader==0.4 +lightning==2.2.3 +lightning-utilities==0.11.2 +lit==18.1.6 +MarkupSafe==2.1.5 +matplotlib==3.5.3 +matplotlib-inline==0.1.7 +miscreant==0.3.0 +mpmath==1.3.0 +msgpack==1.0.8 +multidict==6.0.5 +multiprocess==0.70.16 +natsort==8.4.0 +networkx==3.2.1 +ninja==1.11.1.1 +numpy==1.24.4 +nuscenes-devkit==1.1.11 +oauthlib==3.2.2 +omegaconf==2.3.0 +opencv-python==4.9.0.80 +opencv-python-headless==3.4.18.65 +packaging==22.0 +pandas==1.5.3 +parquet==1.3.1 +parso==0.8.4 +PasteDeploy==3.1.0 +pathlib2==2.3.7.post1 +pathtools==0.1.2 +pbkdf2==1.3 +pexpect==4.9.0 +pillow==10.3.0 +plaster==1.1.2 +plaster-pastedeploy==1.0.1 +platformdirs==4.2.2 +plotly==5.22.0 +pluggy==1.5.0 +ply==3.11 +promise==2.3 +prompt-toolkit==3.0.43 +protobuf==3.20.3 +psutil==5.9.8 +ptyprocess==0.7.0 +pure-eval==0.2.2 +py==1.11.0 +py-cpuinfo==9.0.0 +py-spy==0.3.14 +pyarrow==11.0.0 +pyarrow-hotfix==0.6 +pyasn1==0.6.0 +pycocotools==2.0.7 +pycparser==2.22 +pycryptodomex==3.20.0 +pycurl==7.43.0.6 +pydantic==2.9.2 +pydantic_core==2.23.4 +Pygments==2.18.0 +PyJWT==2.8.0 +pynvml==11.5.0 +pyope==0.2.2 +pyOpenSSL==23.2.0 +pyparsing==3.1.2 +pyquaternion==0.9.9 +pyramid==2.0.2 +pyramid-mailer==0.15.1 +pytest==6.2.5 +python-consul==1.1.0 +python-dateutil==2.9.0.post0 +python-engineio==4.9.1 +python-etcd==0.4.5 +python-jose==3.3.0 +python-socketio==5.11.2 +python3-openid==3.2.0 +pytorch-extension==0.2 +pytorch-lightning==2.2.3 +pytz==2024.1 +PyYAML==6.0.1 +regex==2024.5.15 +repoze.sendmail==4.4.1 +requests==2.31.0 +requests-oauthlib==2.0.0 +rsa==4.9 +s3transfer==0.10.1 +safetensors==0.4.3 +schedule==1.2.2 +scikit-image==0.22.0 +scikit-learn==1.5.0 +scipy==1.13.1 +sentencepiece==0.2.0 +sentry-sdk==2.3.1 +setproctitle==1.3.3 +Shapely==1.8.5.post1 +shortuuid==1.0.13 +simple-websocket==1.0.0 +six==1.16.0 +smmap==5.0.1 +SQLAlchemy==2.0.30 +stack-data==0.6.3 +sympy==1.12 +taming-transformers-rom1504==0.0.6 +tenacity==8.3.0 +tensorboardX==2.6.2.2 +termcolor==2.4.0 +threadpoolctl==3.5.0 +thriftpy2==0.5.0 +tifffile==2024.5.22 +timm==1.0.3 +tokenizers==0.19.1 +toml==0.10.2 +tomli==2.0.1 +torch==2.2.1 +torch-fidelity==0.3.0 +torchmetrics==1.4.0.post0 +torchvision==0.17.1 +tox==3.28.0 +tqdm==4.66.4 +traitlets==5.14.3 +transaction==4.0 +transformers==4.41.1 +translationstring==1.4 +triton==2.2.0 +typeguard==2.13.3 +typing_extensions==4.12.0 +tzdata==2024.1 +urllib3==1.26.18 +velruse==1.1.1 +venusian==3.1.0 +virtualenv==20.26.2 +wandb==0.17.2 +watchdog==4.0.1 +wcwidth==0.2.13 +webdataset==0.2.86 +WebOb==1.8.7 +websocket-client==1.8.0 +wrapt==1.16.0 +wsproto==1.2.0 +WTForms==3.1.2 +wtforms-recaptcha==0.3.2 +xformers==0.0.25 +xxhash==3.4.1 +yarl==1.9.4 +zope.deprecation==5.0 +zope.interface==6.4.post2 +zope.sqlalchemy==3.1 +pytorch-fid==0.3.0 +lpips==0.1.4 +huggingface_hub==0.24.6 + + +setuptools==80.9.0 +pydantic_settings== 2.11.0 +google-genai==1.45.0 +redis==6.4.0 +google-cloud-storage==2.19.0 +minio==7.2.18 +chromadb==1.1.1 +transformers==4.41.1