Fast API Fix

app.py

@@ -30,6 +30,8 @@ logger = logging.getLogger(__name__)
 # Create FastAPI app for API endpoints
 api_app = FastAPI(title="Enhanced Single Document QA API", description="Single document AI query system")
 
+# Make sure you have: from some_module import hackathon_system, logger
+
 @api_app.post("/hackrx/run")
 async def hackrx_run(
     request: Request,
@@ -47,24 +49,29 @@ async def hackrx_run(
         if not isinstance(questions, list) or not all(isinstance(q, str) for q in questions):
             return JSONResponse(status_code=400, content={"error": "'questions' must be a list of strings"})
 
-        # Handle single document URL
+        # Kept this improved handling from your second version
         if isinstance(documents, list):
             document_url = documents[0]
         else:
             document_url = documents
 
-        # Process document
-        doc_result = enhanced_system.process_document_optimized(document_url)
+        # --- Start of Missing Logic from First Snippet ---
+
+        # ✅ Step 1: Process document (using the call from the first version)
+        doc_result = hackathon_system.process_document_efficiently(document_url)
         if not doc_result.get("success"):
             return JSONResponse(content={"error": doc_result.get("error")}, status_code=500)
 
-        # Answer questions
-        batch_result = enhanced_system.process_batch_queries_optimized(questions)
+        # ✅ Step 2: Answer questions (using the call from the first version)
+        batch_result = hackathon_system.process_batch_queries(questions)
         answers = batch_result.get("answers", [])
 
+        # --- End of Missing Logic ---
+
         return JSONResponse(content={"answers": answers}, status_code=200)
 
     except Exception as e:
+        # Kept the improved logging from your second version
         logger.error(f"API Error: {str(e)}")
         return JSONResponse(content={"error": str(e)}, status_code=500)