rag-gateway.git

			@@ -1,4 +1,9 @@
			import httpx
			from typing import Union, Dict, List

			from Tools.scripts.objgraph import ignore
			from fastapi import HTTPException
			from starlette import status

			from app.config.config import settings
			from app.utils.rsa_crypto import RagflowCrypto
			@@ -8,25 +13,149 @@
			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",
			json={"nickname": username, "email": f"{username}@example.com", "password": password},
			headers={'Content-Type': 'application/json'}
			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",
			json={"email": f"{username}@example.com", "password": password},
			headers={'Content-Type': 'application/json'}
			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}")
			return response.json().get('data', {}).get('access_token')
			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, chat_history: list):
			data = {
			"conversation_id": chat_id,
			"messages": chat_history
			}

			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 = {
			'Content-Type': 'application/json',
			'Authorization': token
			}
			async with client.stream("POST", target_url, json=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_chat_sessions(self, token: str, dialog_id: str) -> list:
			url = f"{self.base_url}/v1/conversation/list?dialog_id={dialog_id}"
			headers = {"Authorization": token}
			async with httpx.AsyncClient() as client:
			response = await client.get(url, headers=headers)
			data = self._handle_response(response)
			result = [
			{
			"id": item["id"],
			"name": item["name"],
			"updated_time": item["update_time"]
			}
			for item in data
			]
			return result

			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": 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 = 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": message["message"],
			"doc_ids":message.get("doc_ids", []),
			"role": "user"
			}
			] if data else []

			async def get_session_history(self, token: str, chat_id: str) -> list:
			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)
			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

			async def add_user_tenant(self, token: str, tenant_id: str, email: str, user_id: str) -> str:
			url = f"{self.base_url}/v1/tenant/{tenant_id}/user"
			headers = {"Authorization": token}
			data = {"email": email, "user_id": user_id}
			print(url)
			print(data)
			async with httpx.AsyncClient(timeout=60) as client:
			response = await client.post(url, headers=headers, json=data)
			print(response.text)
			if response.status_code != 200:
			raise Exception(f"Ragflow add user to tenant failed: {response.text}")