import logging import json import uvicorn import nest_asyncio from fastapi import FastAPI, Response, Request from fastapi.responses import StreamingResponse, RedirectResponse, HTMLResponse, JSONResponse from fastapi.exceptions import RequestValidationError from starlette.status import HTTP_422_UNPROCESSABLE_ENTITY from fastapi.encoders import jsonable_encoder from pydantic import BaseModel from typing import List, Union import g4f import g4f.debug from g4f.client import Client from g4f.typing import Messages class ChatCompletionsConfig(BaseModel): messages: Messages model: str provider: Union[str, None] = None stream: bool = False temperature: Union[float, None] = None max_tokens: Union[int, None] = None stop: Union[list[str], str, None] = None api_key: Union[str, None] = None class Api: def __init__(self, engine: g4f, debug: bool = True, sentry: bool = False, list_ignored_providers: List[str] = None) -> None: self.engine = engine self.debug = debug self.sentry = sentry self.list_ignored_providers = list_ignored_providers if debug: g4f.debug.logging = True self.client = Client() nest_asyncio.apply() self.app = FastAPI() self.routes() self.register_validation_exception_handler() def register_validation_exception_handler(self): @self.app.exception_handler(RequestValidationError) async def validation_exception_handler(request: Request, exc: RequestValidationError): details = exc.errors() modified_details = [] for error in details: modified_details.append( { "loc": error["loc"], "message": error["msg"], "type": error["type"], } ) return JSONResponse( status_code=HTTP_422_UNPROCESSABLE_ENTITY, content=jsonable_encoder({"detail": modified_details}), ) def routes(self): @self.app.get("/") async def read_root(): return RedirectResponse("/v1", 302) @self.app.get("/v1") async def read_root_v1(): return HTMLResponse('g4f API: Go to ' 'chat/completions ' 'or models.') @self.app.get("/v1/models") async def models(): model_list = dict( (model, g4f.ModelUtils.convert[model]) for model in g4f.Model.__all__() ) model_list = [{ 'id': model_id, 'object': 'model', 'created': 0, 'owned_by': model.base_provider } for model_id, model in model_list.items()] return JSONResponse(model_list) @self.app.get("/v1/models/{model_name}") async def model_info(model_name: str): try: model_info = g4f.ModelUtils.convert[model_name] return JSONResponse({ 'id': model_name, 'object': 'model', 'created': 0, 'owned_by': model_info.base_provider }) except: return JSONResponse({"error": "The model does not exist."}) @self.app.post("/v1/chat/completions") async def chat_completions(config: ChatCompletionsConfig = None, request: Request = None, provider: str = None): try: config.provider = provider if config.provider is None else config.provider if config.api_key is None and request is not None: auth_header = request.headers.get("Authorization") if auth_header is not None: auth_header = auth_header.split(None, 1)[-1] if auth_header and auth_header != "Bearer": config.api_key = auth_header response = self.client.chat.completions.create( **config.dict(exclude_none=True), ignored=self.list_ignored_providers ) except Exception as e: logging.exception(e) return Response(content=format_exception(e, config), status_code=500, media_type="application/json") if not config.stream: return JSONResponse(response.to_json()) def streaming(): try: for chunk in response: yield f"data: {json.dumps(chunk.to_json())}\n\n" except GeneratorExit: pass except Exception as e: logging.exception(e) yield f'data: {format_exception(e, config)}' return StreamingResponse(streaming(), media_type="text/event-stream") @self.app.post("/v1/completions") async def completions(): return Response(content=json.dumps({'info': 'Not working yet.'}, indent=4), media_type="application/json") def run(self, ip, use_colors : bool = False): split_ip = ip.split(":") uvicorn.run(app=self.app, host=split_ip[0], port=int(split_ip[1]), use_colors=use_colors) def format_exception(e: Exception, config: ChatCompletionsConfig) -> str: last_provider = g4f.get_last_provider(True) return json.dumps({ "error": {"message": f"{e.__class__.__name__}: {e}"}, "model": last_provider.get("model") if last_provider else config.model, "provider": last_provider.get("name") if last_provider else config.provider }) def run_api(host: str = '0.0.0.0', port: int = 1337, debug: bool = False, use_colors=True) -> None: print(f'Starting server... [g4f v-{g4f.version.utils.current_version}]') app = Api(engine=g4f, debug=debug) app.run(f"{host}:{port}", use_colors=use_colors)