feat：1.推荐接口入参、回调结果中增加request_summary、occasions字段

2.推荐outfit数量修改为1（快推荐模式）

.gitignore

@@ -8,4 +8,5 @@ data/
 .prod_env
 google_application_credentials.json
 *.bash
+test
 app/google_application_credentials.json

app/server/ChatbotAgent/agent_server.py

@@ -2,7 +2,7 @@ import asyncio
 import logging
 import uuid
 from enum import Enum
-from typing import List
+from typing import List, Optional
 from pydantic import Field
 import time
 
@@ -56,6 +56,8 @@ class AgentRequestModel(BaseModel):
     batch_sources: List[str]
     callback_url: str
     gender: str
+    occasions: Optional[list] = None
+    request_summary: Optional[str] = None
 
 
 class LCAgent(ls.LitAPI):
@@ -105,7 +107,11 @@ class LCAgent(ls.LitAPI):
 
     async def background_run(self, request: AgentRequestModel, outfit_ids):
         # 1. 根据用户ID查询对话历史，总结对话内容
-        request_summary, occasions = await self.get_conversation_summary(request.session_id)
+        if request.request_summary and request.occasions:
+            request_summary = request.request_summary
+            occasions = request.occasions
+        else:
+            request_summary, occasions = await self.get_conversation_summary(request.session_id)
         logger.info(f"request_summary: {request_summary}")
 
         # 2.根据对话总结推荐搭配
@@ -188,12 +194,13 @@ class LCAgent(ls.LitAPI):
 
         stylist_agent_kwages = self.stylist_agent_kwages.copy()
         if num_outfits == 1:
+            logger.info(f"fast request outfit_id is : {outfit_ids[0]}")
             # 通过请求数量判断 num == 1 单个outfit刷新
             stylist_agent_kwages['outfit_id'] = outfit_ids[0]
             stylist_agent_kwages['stylist_name'] = stylist_name
             stylist_agent_kwages['gender'] = gender
             agent = AsyncStylistAgent(**stylist_agent_kwages)
-            task = agent.run_iterative_styling(
+            task = agent.run_quick_batch_styling(
                 request_summary=request_summary,
                 occasions=occasions,
                 start_outfit=start_outfit,
@@ -324,7 +331,7 @@ if __name__ == "__main__":
             request_file_path = "./data/2025_q4/request_test.json"
         else:
             request_file_path = "/mnt/data/workspace/Code/lc_stylist_agent/data/2025_q4/request_test.json"
-        
+
         with open(request_file_path, "r") as f:
             request_data = json.load(f)
 
@@ -338,7 +345,7 @@ if __name__ == "__main__":
                 stylist_agent_kwages['gender'] = "female"
                 agent = AsyncStylistAgent(**stylist_agent_kwages)
                 coro = agent.run_iterative_styling(
-                # coro = agent.run_quick_batch_styling(
+                    # coro = agent.run_quick_batch_styling(
                     request_summary=request_summary,
                     occasions=occasions,
                     start_outfit=[],

app/server/ChatbotAgent/core/stylist_agent_server.py

@@ -240,7 +240,7 @@ class AsyncStylistAgent:
             context += "\nRecommend a **complete, full outfit**, including all items (clothing, shoes, bags, and accessories), strictly following the Request Summary and Style Guide. Output the **complete list** of items in a single JSON response."
         return context
 
-    def post_operation(self, status: str, message: str, callback_url: str, img_path: str):
+    def post_operation(self, status: str, message: str, callback_url: str, img_path: str, request_summary=None, occasions=None):
         """处理完成后的回调操作。"""
         if settings.LOCAL == 0:
             # 生产回调请求数据处理
@@ -257,7 +257,9 @@ class AsyncStylistAgent:
                 'status': status,
                 # 'message': message,
                 'path': img_path,
-                'outfit_id': self.outfit_id
+                'outfit_id': self.outfit_id,
+                "request_summary": request_summary,
+                "occasions": occasions
             }
             response = post_request(url=callback_url, data=json.dumps(response_data), headers=self.headers)
             logger.info(f"request data ：{json.dumps(response_data, ensure_ascii=False, indent=2)} | JAVA callback info -> status:{response.status_code} | message:{response.text}")
@@ -465,18 +467,20 @@ class AsyncStylistAgent:
         )
 
         final_image_path, _ = await self._merge_images(self.outfit_id, user_id, self.stylist_name)
+        # 推荐完成返回
         response_data = self.post_operation(
             status="stop",
             message=reason,
             callback_url=url,
-            img_path=final_image_path
+            img_path=final_image_path,
+            request_summary=request_summary,
+            occasions=occasions
         )
-        if settings.LOCAL == 1:
-            with open(os.path.join(settings.OUTFIT_OUTPUT_DIR, self.stylist_name, f'{self.outfit_id}.json'), 'w') as f:
-                json.dump({"request_summary": request_summary, "occasions": occasions, "items": self.outfit_items}, f, indent=2)
-
         end_time = time.monotonic()
         total_duration = end_time - start_time
+        if settings.LOCAL == 1:
+            with open(os.path.join(settings.OUTFIT_OUTPUT_DIR, self.stylist_name, f'{self.outfit_id}.json'), 'w') as f:
+                json.dump({"request_summary": request_summary, "occasions": occasions, "items": self.outfit_items, "total_duration": total_duration}, f, indent=2)
 
         return response_data, total_duration
 
@@ -509,14 +513,15 @@ class AsyncStylistAgent:
             status="stop",
             message=reason,
             callback_url=url,
-            img_path=final_image_path
+            img_path=final_image_path,
+            request_summary=request_summary,
+            occasions=occasions
         )
-        if settings.LOCAL == 1:
-            with open(os.path.join(settings.OUTFIT_OUTPUT_DIR, self.stylist_name, f'{self.outfit_id}.json'), 'w') as f:
-                json.dump({"request_summary": request_summary, "occasions": occasions, "items": self.outfit_items}, f, indent=2)
-
         end_time = time.monotonic()
         total_duration = end_time - start_time
+        if settings.LOCAL == 1:
+            with open(os.path.join(settings.OUTFIT_OUTPUT_DIR, self.stylist_name, f'{self.outfit_id}.json'), 'w') as f:
+                json.dump({"request_summary": request_summary, "occasions": occasions, "items": self.outfit_items, "total_duration": total_duration}, f, indent=2)
 
         return response_data, total_duration