feat:修复客服agent功能

agent/advisor_agent/intent/generation_flow.py

@@ -71,6 +71,7 @@ async def generate_recommendation_draft(
     memories: list[dict] | None = None,
     llm_client=None,
     llm_timeout: float = 5.0,
+    customer_context: dict | None = None,
 ):
     draft_data = build_recommendation_draft(
         customer_id=customer_id,
@@ -87,7 +88,10 @@ async def generate_recommendation_draft(
             user_prompt=(
                 "请根据以下候选基金和客户记忆生成简洁推荐说明："
                 + json.dumps(
-                    {"candidates": candidates, "memories": memories or []},
+                    {
+                        "candidates": candidates,
+                        "customer_context": customer_context or {},
+                    },
                     ensure_ascii=False,
                 )
             ),