app.py

import os
import sqlite3
import torch
import uvicorn
from transformers import AutoModelForCausalLM, AutoTokenizer
from fastapi_poe import PoeBot, make_app
from fastapi_poe.types import QueryRequest, PartialResponse

# --- CONFIGURATION DU MODÈLE ---
MODEL_ID = "Finisha-F-scratch/ReeCi"
print("--> Chargement du tokenizer...")
tokenizer = AutoTokenizer.from_pretrained(MODEL_ID)

print("--> Chargement du modèle (cette étape peut prendre du temps)...")
model = AutoModelForCausalLM.from_pretrained(
    MODEL_ID, 
    torch_dtype=torch.float16 if torch.cuda.is_available() else torch.float32,
    device_map="auto"
)

# --- BASE DE DONNÉES ---
DB_NAME = os.path.join(os.path.expanduser("~"), "charlotte_api.db")

def init_db():
    conn = sqlite3.connect(DB_NAME)
    c = conn.cursor()
    c.execute('''CREATE TABLE IF NOT EXISTS api_keys (key TEXT PRIMARY KEY, requests_count INTEGER)''')
    conn.commit()
    conn.close()
init_db()

# --- CLASSE DU BOT POE ---
class CharlottePoeBot(PoeBot):
    async def get_response(self, request: QueryRequest):
        # Récupérer le dernier message envoyé par l'utilisateur
        last_message = request.query[-1].content
        
        # Préparation des tokens
        inputs = tokenizer(last_message, return_tensors="pt", truncation=True, max_length=128).to(model.device)
        
        # Génération du texte
        with torch.no_grad():
            outputs = model.generate(
                **inputs, 
                max_new_tokens=100, 
                do_sample=True, 
                temperature=0.6, 
                pad_token_id=tokenizer.eos_token_id
            )
        
        full_text = tokenizer.decode(outputs[0], skip_special_tokens=True)
        response_text = full_text[len(last_message):].strip()
        
        # CORRECTION : Utilisation du format natif PartialResponse de Poe
        yield PartialResponse(text=response_text)

# --- CREATION DE L'APPLICATION ---
bot = CharlottePoeBot()
app = make_app(bot)

# --- LANCEMENT DU SERVEUR ---
if __name__ == "__main__":
    port_to_use = int(os.environ.get("PORT", 7860))
    print(f"--> Démarrage d'Uvicorn sur le port {port_to_use}...")
    
    uvicorn.run(app, host="0.0.0.0", port=port_to_use)