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Update main.py
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main.py
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from hugchat import hugchat
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from hugchat.login import Login
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from
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app = FastAPI()
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EMAIL = "abdullahali1692011@gmail.com"
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PASSWORD = "Allahisgreatest17"
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return response
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import os
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from fastapi import FastAPI, HTTPException
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from pydantic import BaseModel
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from hugchat import hugchat
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from hugchat.login import Login
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from dotenv import load_dotenv
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from contextlib import asynccontextmanager
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import logging
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# Set up logging
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logging.basicConfig(level=logging.INFO)
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logger = logging.getLogger(__name__)
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# Load environment variables
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load_dotenv()
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# Initialize FastAPI app
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app = FastAPI()
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# HuggingFace credentials from environment variables
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# HuggingFace credentials from environment variables
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EMAIL = "abdullahali1692011@gmail.com"
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PASSWORD = "Allahisgreatest17"
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ASSISTANT_ID = "682e0c1f5f0c3d952a27498e"
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# Cookie directory path
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COOKIE_PATH_DIR = "./cookies/"
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# Global chatbot instance
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chatbot = None
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# Pydantic model for request body
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class PromptRequest(BaseModel):
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prompt: str
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# Ensure cookie directory exists
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def ensure_cookie_directory():
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if not os.path.exists(COOKIE_PATH_DIR):
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os.makedirs(COOKIE_PATH_DIR)
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logger.info("Created cookie directory: %s", COOKIE_PATH_DIR)
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# Lifespan handler for startup and shutdown
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@asynccontextmanager
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async def lifespan(app: FastAPI):
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# Startup: Initialize chatbot
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global chatbot
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try:
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# Validate credentials
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if not EMAIL or not PASSWORD or not ASSISTANT_ID:
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raise ValueError("HuggingFace credentials or assistant ID not provided in environment variables")
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# Ensure cookie directory exists
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ensure_cookie_directory()
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# Log in to HuggingFace
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sign = Login(EMAIL, PASSWORD)
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cookies = sign.login(cookie_path_dir=COOKIE_PATH_DIR, save_cookies=True)
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logger.info("Successfully logged in to HuggingFace")
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# Initialize chatbot
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chatbot = hugchat.ChatBot(cookies=cookies.get_dict())
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# Start a new conversation
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chatbot.new_conversation(assistant=ASSISTANT_ID, switch_to=True)
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logger.info("Chatbot initialized with assistant ID: %s", ASSISTANT_ID)
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except Exception as e:
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logger.error("Failed to initialize chatbot: %s", str(e))
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raise HTTPException(status_code=500, detail="Failed to initialize chatbot")
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yield # Application runs here
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# Shutdown: Clean up (optional)
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logger.info("Shutting down application")
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# Attach lifespan handler to FastAPI app
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app.lifespan = lifespan
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# Endpoint to handle chat requests
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@app.post("/ask")
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async def ask(prompt_request: PromptRequest):
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try:
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if not chatbot:
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raise HTTPException(status_code=500, detail="Chatbot not initialized")
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# Send prompt to chatbot
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response = chatbot.chat(prompt_request.prompt, stream=False)
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logger.info("Received response for prompt: %s", prompt_request.prompt)
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# Return structured response
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return {"status": "success", "response": response}
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except Exception as e:
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logger.error("Error processing request: %s", str(e))
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raise HTTPException(status_code=500, detail=f"Error: {str(e)}")
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