import json from datetime import datetime 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 class DifyService: def __init__(self, base_url: str): self.base_url = base_url 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 {} # 检查返回的数据类型 if isinstance(data.get("data"), dict): return data.get("data", {}) elif isinstance(data.get("data"), list): return data.get("data", []) else: return {} async def register(self, username: str, password: str): password = RagflowCrypto(settings.PUBLIC_KEY, settings.PRIVATE_KEY).encrypt(password) async with httpx.AsyncClient() as client: response = await client.post( f"{self.base_url}/v1/user/register", headers={'Content-Type': 'application/json'}, json={"nickname": username, "email": f"{username}@example.com", "password": password} ) if response.status_code != 200: raise Exception(f"Ragflow registration failed: {response.text}") return self._handle_response(response) async def login(self, username: str, password: str) -> str: password = RagflowCrypto(settings.PUBLIC_KEY, settings.PRIVATE_KEY).encrypt(password) async with httpx.AsyncClient() as client: response = await client.post( f"{self.base_url}/v1/user/login", headers={'Content-Type': 'application/json'}, json={"email": f"{username}@example.com", "password": password} ) if response.status_code != 200: raise Exception(f"Ragflow login failed: {response.text}") authorization = response.headers.get('Authorization') if not authorization: raise Exception("Authorization header not found in response") return authorization async def chat(self, token: str, chat_id: str, message: str, upload_file_id: str, conversation_id: str): target_url = f"{self.base_url}/v1/chat-messages" files = [] if upload_file_id: files = [ { "type": "image", "transfer_method": "local_file", "url": "", "upload_file_id": upload_file_id } ] data = { "inputs": {}, "query": message, "response_mode": "streaming", "conversation_id": conversation_id, "user": chat_id, "files": files } async with httpx.AsyncClient(timeout=300.0) as client: headers = { 'Content-Type': 'application/json', 'Authorization': f'Bearer {token}' } async with client.stream("POST", target_url, data=json.dumps(data), headers=headers) as response: 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) return else: yield f"Error: {response.status_code}" async def get_session_history(self, token: str, chat_id: str, is_all: int=0): url = f"{self.base_url}/v1/conversation/get?conversation_id={chat_id}" headers = {"Authorization": token} async with httpx.AsyncClient() as client: response = await client.get(url, headers=headers) data = self._handle_response(response) # print("----------------data----------------------:", data) if is_all: return data return data.get("message", []) async def upload(self, token: str, filename: str, file: bytes) -> dict: url = f"{self.base_url}/console/api/files/upload" headers = { 'Content-Type': 'application/json', 'Authorization': f'Bearer {token}' } # 创建表单数据,包含文件 files = {"file": (filename, file)} async with httpx.AsyncClient() as client: response = await client.post(url, headers=headers, files=files) data = self._handle_response(response) # file_path = data.get("file_path", "") result = { "file_path": data } return result if __name__ == "__main__": async def a(): a = DifyService("http://192.168.20.119:11080") b = await a.get_knowledge_list("ImY3ZTZlZWQwYTY2NTExZWY5ZmFiMDI0MmFjMTMwMDA2Ig.Zzxwmw.uI_HAWzOkipQuga1aeQtoeIc3IM", 1, 10) print(b) import asyncio asyncio.run(a())