| | |
| | | chat_id: str, |
| | | current_user: UserModel = Depends(get_current_user_websocket), |
| | | db: Session = Depends(get_db)): |
| | | tasks = [] |
| | | await websocket.accept() |
| | | print(f"Client {agent_id} connected") |
| | | |
| | |
| | | return |
| | | |
| | | if agent_type == AgentType.RAGFLOW: |
| | | ragflow_service = RagflowService(settings.ragflow_base_url) |
| | | ragflow_service = RagflowService(settings.fwr_base_url) |
| | | token = get_ragflow_token(db, current_user.id) |
| | | try: |
| | | async def forward_to_ragflow(): |
| | |
| | | message = await websocket.receive_json() |
| | | print(f"Received from client {chat_id}: {message}") |
| | | chat_history = message.get('chatHistory', []) |
| | | message["role"] = "user" |
| | | if len(chat_history) == 0: |
| | | chat_history = await ragflow_service.get_session_history(token, chat_id) |
| | | if len(chat_history) == 0: |
| | | chat_history = await ragflow_service.set_session(token, agent_id, |
| | | message["message"], chat_id, True) |
| | | message, chat_id, True) |
| | | if len(chat_history) == 0: |
| | | result = {"message": "内部错误:创建会话失败", "type": "close"} |
| | | await websocket.send_json(result) |
| | |
| | | else: |
| | | chat_history.append({ |
| | | "content": message["message"], |
| | | "doc_ids": message.get("doc_ids", []), |
| | | "role": "user" |
| | | }) |
| | | async for rag_response in ragflow_service.chat(token, chat_id, chat_history): |
| | | try: |
| | | print(f"Received from ragflow: {rag_response}") |
| | | if rag_response[:5] == "data:": |
| | | # 如果是,则截取掉前5个字符,并去除首尾空白符 |
| | | text = rag_response[5:].strip() |
| | |
| | | result = {"message": "", "type": "close"} |
| | | elif data is None: # 发生错误 |
| | | answer = json_data.get("retmsg", json_data.get("retcode")) |
| | | result = {"message": "内部错误:" + answer, "type": "stream"} |
| | | result = {"message": "内部错误:" + answer, "type": "message"} |
| | | else: # 正常输出 |
| | | answer = data.get("answer", "") |
| | | result = {"message": answer, "type": "stream"} |
| | | reference = data.get("reference", "") |
| | | result = {"message": answer, "type": "message", "reference": reference } |
| | | await websocket.send_json(result) |
| | | except json.JSONDecodeError: |
| | | result = {"message": text, "type": "stream"} |
| | | print(f"Error decode ragflow response: {text}") |
| | | pass |
| | | |
| | | except Exception as e2: |
| | | result = {"message": f"内部错误: {e2}", "type": "close"} |
| | | await websocket.send_json(result) |
| | | print(f"Forwarded to client {chat_id}: {result}") |
| | | except Exception as e: |
| | | result = {"message": f"内部错误: {e}", "type": "close"} |
| | | await websocket.send_json(result) |
| | | print(f"Error process message of ragflow: {e}") |
| | | print(f"Error process message of ragflow: {e2}") |
| | | # 启动任务处理客户端消息 |
| | | tasks = [ |
| | | asyncio.create_task(forward_to_ragflow()) |
| | | ] |
| | | await asyncio.wait(tasks, return_when=asyncio.FIRST_COMPLETED) |
| | | except WebSocketDisconnect: |
| | | print(f"Client {chat_id} disconnected") |
| | | except WebSocketDisconnect as e1: |
| | | print(f"Client {chat_id} disconnected: {e1}") |
| | | await websocket.close() |
| | | except Exception as e: |
| | | print(f"Exception occurred: {e}") |
| | | |
| | | finally: |
| | | print("Cleaning up resources of ragflow") |
| | | # 取消所有任务 |
| | | for task in tasks: |
| | | if not task.done(): |
| | | task.cancel() |
| | | try: |
| | | await task |
| | | except asyncio.CancelledError: |
| | | pass |
| | | |
| | | elif agent_type == AgentType.BISHENG: |
| | | token = get_bisheng_token(db, current_user.id) |
| | | service_uri = f"{settings.bisheng_websocket_url}/api/v1/assistant/chat/{agent_id}?t=&chat_id={chat_id}" |
| | | service_uri = f"{settings.sgb_websocket_url}/api/v1/assistant/chat/{agent_id}?t=&chat_id={chat_id}" |
| | | headers = {'cookie': f"access_token_cookie={token};"} |
| | | |
| | | async with websockets.connect(service_uri, extra_headers=headers) as service_websocket: |
| | |
| | | except asyncio.CancelledError: |
| | | pass |
| | | |
| | | except WebSocketDisconnect: |
| | | print(f"Client {chat_id} disconnected") |
| | | except WebSocketDisconnect as e: |
| | | print(f"WebSocket connection closed with code {e.code}: {e.reason}") |
| | | await websocket.close() |
| | | await service_websocket.close() |
| | | except Exception as e: |
| | | print(f"Exception occurred: {e}") |
| | | |
| | | finally: |
| | | print("Cleaning up resources of bisheng") |
| | | # 取消所有任务 |
| | | for task in tasks: |
| | | if not task.done(): |
| | | task.cancel() |
| | | try: |
| | | await task |
| | | except asyncio.CancelledError: |
| | | pass |
| | | else: |
| | | ret = {"message": "Agent not found", "type": "close"} |
| | | await websocket.send_json(ret) |
| | | |