Update main.py

main.py

@@ -105,6 +105,18 @@ def get_qa_model():
 #########################################################
 
 
+# Configure logging
+logging.basicConfig(level=logging.INFO)
+logger = logging.getLogger(__name__)
+
+app = FastAPI(
+    title="AI Document Analysis API",
+    description="Advanced document processing with multilingual support",
+    version="2.0.0",
+    docs_url="/docs",
+    redoc_url="/redoc"
+)
+
 # CORS Configuration
 app.add_middleware(
     CORSMiddleware,
@@ -132,10 +144,6 @@ SUPPORTED_FILE_TYPES = {
     "png": "PNG Image"
 }
 
-
-
-
-
 MODEL_MAPPING = {
     "fr": {
         "qa": "illuin/camembert-base-fquad",
@@ -274,7 +282,6 @@ def preprocess_text(text: str) -> str:
     text = re.sub(r'\s+', ' ', text).strip()
     return text[:MAX_TEXT_LENGTH] if len(text) > MAX_TEXT_LENGTH else text
 
-# API Endpoints
 @app.post("/qa")
 async def question_answering(
     file: UploadFile = File(...),
@@ -329,6 +336,8 @@ async def question_answering(
         
         # ... reste du code pour les questions normales ...
         
+        # ... reste du code pour les questions normales ...
+        
         # Standard QA processing
         result = qa_model(question=request.question, context=clean_text)