refactor: Remove notebook and establish API routing structure.

config.py

@@ -20,15 +20,13 @@ HUGGINGFACE_STANCE_MODEL_ID = os.getenv("HUGGINGFACE_STANCE_MODEL_ID")
 HUGGINGFACE_LABEL_MODEL_ID = os.getenv("HUGGINGFACE_LABEL_MODEL_ID")
 HUGGINGFACE_GENERATE_MODEL_ID = os.getenv("HUGGINGFACE_GENERATE_MODEL_ID", "YOUR_ORG/kpa-t5-improved")
 
-<<<<<<< HEAD
 # Use Hugging Face model ID instead of local path
 STANCE_MODEL_ID = HUGGINGFACE_STANCE_MODEL_ID
 LABEL_MODEL_ID = HUGGINGFACE_LABEL_MODEL_ID
 GENERATE_MODEL_ID = HUGGINGFACE_GENERATE_MODEL_ID
-=======
+
 # ============ GROQ MODELS ============
 GROQ_API_KEY = os.getenv("GROQ_API_KEY", "")
->>>>>>> 45e145b23965e35eefb7990d09b535073040e40a
 
 # **Speech-to-Text**
 GROQ_STT_MODEL = "whisper-large-v3-turbo"

main.py

@@ -4,49 +4,6 @@ import logging
 from contextlib import asynccontextmanager
 import atexit
 import shutil
-
-from fastapi import FastAPI
-from fastapi.middleware.cors import CORSMiddleware
-from fastapi.responses import RedirectResponse
-import uvicorn
-
-<<<<<<< HEAD
-from config import (
-    API_TITLE,
-    API_DESCRIPTION,
-    API_VERSION,
-    STANCE_MODEL_ID,
-    LABEL_MODEL_ID,
-    HUGGINGFACE_API_KEY,
-    HUGGINGFACE_STANCE_MODEL_ID,
-    HUGGINGFACE_LABEL_MODEL_ID,
-    HUGGINGFACE_GENERATE_MODEL_ID,
-    HOST,
-    PORT,
-    RELOAD,
-    CORS_ORIGINS,
-    CORS_CREDENTIALS,
-    CORS_METHODS,
-    CORS_HEADERS,
-)
-from services import stance_model_manager, kpa_model_manager, generate_model_manager
-from routes import api_router
-
-# Configure logging
-logging.basicConfig(level=logging.INFO)
-=======
-# --- Logging ---
-logging.basicConfig(
-    level=logging.INFO,
-    format="%(asctime)s - %(name)s - %(levelname)s - %(message)s"
-)
->>>>>>> 45e145b23965e35eefb7990d09b535073040e40a
-logger = logging.getLogger(__name__)
-
-# --- Ajouter app dir au PATH ---
-app_dir = Path(__file__).parent
-sys.path.insert(0, str(app_dir))
-
 # --- Config ---
 from config import (
     API_TITLE, API_DESCRIPTION, API_VERSION,
@@ -108,7 +65,6 @@ async def lifespan(app: FastAPI):
     logger.info("🚀 DÉMARRAGE API - Chargement des modèles et vérification des APIs...")
     logger.info("="*60)
     
-<<<<<<< HEAD
     # Load stance detection model
     try:
         logger.info(f"Loading stance model from Hugging Face: {HUGGINGFACE_STANCE_MODEL_ID}")
@@ -136,11 +92,6 @@ async def lifespan(app: FastAPI):
     logger.info("✓ API startup complete")
     logger.info("https://nlp-debater-project-fastapi-backend-models.hf.space/docs")
     
-    yield  # Application runs here
-    
-    # Shutdown: Cleanup (if needed)
-    # Currently no cleanup needed, but you can add it here if necessary
-=======
     # Vérifier les clés API
     if not GROQ_API_KEY:
         logger.warning("⚠ GROQ_API_KEY non configurée. Fonctions STT/TTS désactivées.")
@@ -151,7 +102,6 @@ async def lifespan(app: FastAPI):
         logger.warning("⚠ HUGGINGFACE_API_KEY non configurée. Modèles locaux désactivés.")
     else:
         logger.info("✓ HUGGINGFACE_API_KEY configurée")
->>>>>>> 45e145b23965e35eefb7990d09b535073040e40a
 
     # Précharger les modèles Hugging Face si configuré
     if PRELOAD_MODELS_ON_STARTUP:

routes/__init__.py

@@ -1,26 +1,18 @@
 """API route handlers"""
 
 from fastapi import APIRouter
-<<<<<<< HEAD
 from . import root, health, stance, label, generate
-
-=======
-from . import root, health, stance, label
-from routes.tts_routes import router as audio_router 
->>>>>>> 45e145b23965e35eefb7990d09b535073040e40a
+from routes.tts_routes import router as audio_router
 # Create main router
 api_router = APIRouter()
-
+ 
 # Include all route modules
 api_router.include_router(root.router)
 api_router.include_router(health.router)
 api_router.include_router(stance.router, prefix="/stance")
 api_router.include_router(label.router, prefix="/label")
-<<<<<<< HEAD
 api_router.include_router(generate.router, prefix="/generate")
-=======
-api_router.include_router(audio_router)  
->>>>>>> 45e145b23965e35eefb7990d09b535073040e40a
+api_router.include_router(audio_router)
 
 __all__ = ["api_router"]
 

services/__init__.py

@@ -13,13 +13,10 @@ __all__ = [
     "stance_model_manager",
     "KpaModelManager",
     "kpa_model_manager",
-<<<<<<< HEAD
     "GenerateModelManager",
     "generate_model_manager",
-=======
 
     # NEW exports
     "speech_to_text",
     "text_to_speech",
->>>>>>> 45e145b23965e35eefb7990d09b535073040e40a
 ]