Merge remote-tracking branch 'origin/master'
| | |
| | | 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"} |
| | | result = {"message": answer, "type": "message"} |
| | | await websocket.send_json(result) |
| | | except json.JSONDecodeError: |
| | | result = {"message": text, "type": "stream"} |
| | | await websocket.send_json(result) |
| | | print(f"Forwarded to client {chat_id}: {result}") |
| | | print(f"Error decode ragflow response: {text}") |
| | | pass |
| | | |
| | | 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}") |
| | | |
| | | # 启动任务处理客户端消息 |
| | | tasks = [ |
| | | asyncio.create_task(forward_to_ragflow()) |
| | |
| | | else: |
| | | ret = {"message": "Agent not found", "type": "close"} |
| | | await websocket.send_json(ret) |
| | | |
| | |
| | | from fastapi import Depends, APIRouter, HTTPException, UploadFile, File, requests |
| | | from fastapi import Depends, APIRouter, HTTPException, UploadFile, File, requests, Query |
| | | from sqlalchemy.orm import Session |
| | | |
| | | from app.api import Response, get_current_user, ResponseList |
| | |
| | | @router.post("/upload/{agent_id}", response_model=Response) |
| | | async def upload_file(agent_id: str, |
| | | file: UploadFile = File(...), |
| | | chat_id: str = Query(None, description="The ID of the chat"), |
| | | db: Session = Depends(get_db), |
| | | current_user: UserModel = Depends(get_current_user) |
| | | ): |
| | |
| | | return Response(code=400, msg=str(e)) |
| | | |
| | | if agent.agent_type == AgentType.RAGFLOW: |
| | | pass |
| | | token = get_ragflow_token(db, current_user.id) |
| | | ragflow_service = RagflowService(base_url=settings.ragflow_base_url) |
| | | # 查询会话是否存在,不存在先创建会话 |
| | | history = await ragflow_service.get_session_history(token, chat_id) |
| | | if len(history) == 0: |
| | | message = {"role": "user", "message": file.filename} |
| | | await ragflow_service.set_session(token, agent_id, message, chat_id, True) |
| | | |
| | | ragflow_service = RagflowService(base_url=settings.ragflow_base_url) |
| | | token = get_ragflow_token(db, current_user.id) |
| | | doc_ids = await ragflow_service.upload_and_parse(token, chat_id, file.filename, file_content) |
| | | return Response(code=200, msg="", data={"doc_ids": doc_ids, "file_name": file.filename}) |
| | | |
| | | elif agent.agent_type == AgentType.BISHENG: |
| | | bisheng_service = BishengService(base_url=settings.bisheng_base_url) |
| | |
| | | result = await bisheng_service.upload(token, file.filename, file_content) |
| | | except Exception as e: |
| | | raise HTTPException(status_code=500, detail=str(e)) |
| | | result["file_name"] = file.filename |
| | | return Response(code=200, msg="", data=result) |
| | | |
| | | else: |
| | |
| | | import httpx |
| | | from typing import Union, Dict, List |
| | | |
| | | from fastapi import HTTPException |
| | | from starlette import status |
| | | |
| | | from app.config.config import settings |
| | | from app.utils.rsa_crypto import RagflowCrypto |
| | | |
| | |
| | | def __init__(self, base_url: str): |
| | | self.base_url = base_url |
| | | |
| | | async def _handle_response(self, response: httpx.Response) -> Union[Dict, List]: |
| | | def _handle_response(self, response: httpx.Response) -> Union[Dict, List]: |
| | | if response.status_code != 200: |
| | | return {} |
| | | |
| | | data = response.json() |
| | | ret_code = data.get("retcode") |
| | | if ret_code == 401: |
| | | raise HTTPException( |
| | | status_code=status.HTTP_401_UNAUTHORIZED, |
| | | detail="登录过期", |
| | | ) |
| | | if ret_code != 0: |
| | | return {} |
| | | |
| | |
| | | "messages": chat_history |
| | | } |
| | | |
| | | print(data) |
| | | print(f"send to ragflow chat: {data}") |
| | | |
| | | target_url = f"{self.base_url}/v1/conversation/completion" |
| | | async with httpx.AsyncClient(timeout=300.0) as client: |
| | | headers = { |
| | |
| | | if response.status_code == 200: |
| | | try: |
| | | async for answer in response.aiter_text(): |
| | | print(f"response of ragflow chat: {answer}") |
| | | yield answer |
| | | except GeneratorExit as e: |
| | | print(e) |
| | |
| | | headers = {"Authorization": token} |
| | | async with httpx.AsyncClient() as client: |
| | | response = await client.get(url, headers=headers) |
| | | data = await self._handle_response(response) |
| | | data = self._handle_response(response) |
| | | result = [ |
| | | { |
| | | "id": item["id"], |
| | |
| | | ] |
| | | return result |
| | | |
| | | async def set_session(self, token: str, dialog_id: str, name: str, chat_id: str, is_new: bool) -> list: |
| | | async def set_session(self, token: str, dialog_id: str, message: dict, chat_id: str, is_new: bool) -> list: |
| | | url = f"{self.base_url}/v1/conversation/set?dialog_id={dialog_id}" |
| | | headers = {"Authorization": token} |
| | | data = { |
| | | "dialog_id": dialog_id, |
| | | "name": name, |
| | | "name": message["message"], |
| | | "is_new": is_new, |
| | | "conversation_id": chat_id, |
| | | } |
| | | async with httpx.AsyncClient() as client: |
| | | response = await client.post(url, headers=headers, json=data) |
| | | data = await self._handle_response(response) |
| | | data = self._handle_response(response) |
| | | return [ |
| | | { |
| | | "content": "你好! 我是你的助理,有什么可以帮到你的吗?", |
| | | "role": "assistant" |
| | | }, |
| | | { |
| | | "content": name, |
| | | "doc_ids": [], |
| | | "content": message["message"], |
| | | "doc_ids":message.get("doc_ids", []), |
| | | "role": "user" |
| | | } |
| | | ] if data else [] |
| | |
| | | headers = {"Authorization": token} |
| | | async with httpx.AsyncClient() as client: |
| | | response = await client.get(url, headers=headers) |
| | | data = await self._handle_response(response) |
| | | return data.get("message", []) |
| | | data = self._handle_response(response) |
| | | return data.get("message", []) |
| | | |
| | | async def upload_and_parse(self, token: str, chat_id: str, filename: str, file: bytes) -> str: |
| | | url = f"{self.base_url}/v1/document/upload_and_parse" |
| | | headers = {"Authorization": token} |
| | | data = {"conversation_id": chat_id} |
| | | |
| | | # 创建表单数据,包含文件 |
| | | files = {"file": (filename, file)} |
| | | async with httpx.AsyncClient(timeout=60) as client: |
| | | response = await client.post(url, headers=headers, files=files, data=data) |
| | | data = self._handle_response(response) |
| | | return data |