fix(agent): add memory config validation and fix config id reference

- Add null check for actual_config_id before calling term_memory_save in langchain_agent.py to prevent errors when memory config is unavailable
- Add warning log when skipping term_memory_save due to missing memory config
- Fix incorrect attribute reference from memory_config.id to memory_config.config_id in memory_agent_service.py
- Fix method call from private _get_workspace_default_config to public get_workspace_default_config in memory_config_service.py
- Ensures graceful handling of missing memory configurations and prevents runtime errors

api/app/core/agent/langchain_agent.py

@@ -512,7 +512,10 @@ class LangChainAgent:
                 # AI 回复写入（用户消息和 AI 回复配对，一次性写入完整对话）
                 await self.write(storage_type, actual_end_user_id, message_chat, content, user_rag_memory_id, actual_end_user_id, actual_config_id)
                 '''长期'''
-                await self.term_memory_save(long_term_messages,actual_config_id,end_user_id,"chunk")
+                if actual_config_id:
+                    await self.term_memory_save(long_term_messages,actual_config_id,end_user_id,"chunk")
+                else:
+                    logger.warning(f"Skipping term_memory_save: no memory config available for end_user {end_user_id}")
             response = {
                 "content": content,
                 "model": self.model_name,
@@ -698,7 +701,10 @@ class LangChainAgent:
                     # AI 回复写入（用户消息和 AI 回复配对，一次性写入完整对话）
                     long_term_messages = await agent_chat_messages(message_chat, full_content)
                     await self.write(storage_type, end_user_id, message_chat, full_content, user_rag_memory_id, end_user_id, actual_config_id)
-                    await self.term_memory_save(long_term_messages, actual_config_id, end_user_id, "chunk")
+                    if actual_config_id:
+                        await self.term_memory_save(long_term_messages, actual_config_id, end_user_id, "chunk")
+                    else:
+                        logger.warning(f"Skipping term_memory_save: no memory config available for end_user {end_user_id}")
                 
             except Exception as e:
                 logger.error(f"Agent astream_events 失败: {str(e)}", exc_info=True)

api/app/services/memory_agent_service.py

@@ -1194,7 +1194,7 @@ def get_end_user_connected_config(end_user_id: str, db: Session) -> Dict[str, An
         workspace_id=app.workspace_id
     )
 
-    memory_config_id = str(memory_config.id) if memory_config else None
+    memory_config_id = str(memory_config.config_id) if memory_config else None
 
     result = {
         "end_user_id": str(end_user_id),

api/app/services/memory_config_service.py

@@ -525,7 +525,7 @@ class MemoryConfigService:
                 "No memory config ID provided, using workspace default",
                 extra={"workspace_id": str(workspace_id)}
             )
-            return self._get_workspace_default_config(workspace_id)
+            return self.get_workspace_default_config(workspace_id)
         
         config = self.db.get(MemoryConfigModel, memory_config_id)
         
@@ -540,7 +540,7 @@ class MemoryConfigService:
             }
         )
         
-        return self._get_workspace_default_config(workspace_id)
+        return self.get_workspace_default_config(workspace_id)
 
     def delete_config(
         self,