import os from authlib.integrations.starlette_client import OAuth, OAuthError from fastapi import FastAPI, Depends, Request from starlette.config import Config from starlette.responses import RedirectResponse from starlette.middleware.sessions import SessionMiddleware import uvicorn import gradio as gr from huggingface_hub import InferenceClient client = InferenceClient("HuggingFaceH4/zephyr-7b-beta") def respond( message, history: list[tuple[str, str]], system_message, max_tokens, temperature, top_p, ): messages = [{"role": "system", "content": system_message}] for val in history: if val[0]: messages.append({"role": "user", "content": val[0]}) if val[1]: messages.append({"role": "assistant", "content": val[1]}) messages.append({"role": "user", "content": message}) response = "" for message in client.chat_completion( messages, max_tokens=max_tokens, stream=True, temperature=temperature, top_p=top_p, ): token = message.choices[0].delta.content response += token yield response app = FastAPI() # Replace these with your own OAuth settings GOOGLE_CLIENT_ID = "..." GOOGLE_CLIENT_SECRET = "..." SECRET_KEY = "..." config_data = {'GOOGLE_CLIENT_ID': GOOGLE_CLIENT_ID, 'GOOGLE_CLIENT_SECRET': GOOGLE_CLIENT_SECRET} starlette_config = Config(environ=config_data) oauth = OAuth(starlette_config) oauth.register( name='google', server_metadata_url='https://accounts.google.com/.well-known/openid-configuration', client_kwargs={'scope': 'openid email profile'}, ) SECRET_KEY = os.environ.get('SECRET_KEY') or "a_very_secret_key" app.add_middleware(SessionMiddleware, secret_key=SECRET_KEY) # Dependency to get the current user def get_user(request: Request): user = request.session.get('user') if user: return user['name'] return None @app.get('/') def public(user: dict = Depends(get_user)): if user: return RedirectResponse(url='/gradio') else: return RedirectResponse(url='/login-demo') @app.route('/logout') async def logout(request: Request): request.session.pop('user', None) return RedirectResponse(url='/') @app.route('/login') async def login(request: Request): redirect_uri = request.url_for('auth') # If your app is running on https, you should ensure that the # `redirect_uri` is https, e.g. uncomment the following lines: # # from urllib.parse import urlparse, urlunparse # redirect_uri = urlunparse(urlparse(str(redirect_uri))._replace(scheme='https')) return await oauth.google.authorize_redirect(request, redirect_uri) @app.route('/auth') async def auth(request: Request): try: access_token = await oauth.google.authorize_access_token(request) except OAuthError: return RedirectResponse(url='/') request.session['user'] = dict(access_token)["userinfo"] return RedirectResponse(url='/') with gr.Blocks() as login_demo: gr.Button("Login", link="/login") app = gr.mount_gradio_app(app, login_demo, path="/login-demo") def greet(request: gr.Request): return f"Welcome to Gradio, {request.username}" with gr.Blocks() as main_demo: m = gr.Markdown("Welcome to Gradio!") gr.Button("Logout", link="/logout") demo = gr.ChatInterface( respond, additional_inputs=[ gr.Textbox(value="You are a friendly Chatbot.", label="System message"), gr.Slider(minimum=1, maximum=2048, value=512, step=1, label="Max new tokens"), gr.Slider(minimum=0.1, maximum=4.0, value=0.7, step=0.1, label="Temperature"), gr.Slider( minimum=0.1, maximum=1.0, value=0.95, step=0.05, label="Top-p (nucleus sampling)", ), ], ) main_demo.load(greet, None, m, demo) app = gr.mount_gradio_app(app, main_demo, path="/gradio", auth_dependency=get_user) if __name__ == '__main__': uvicorn.run(app)