Update return

app.py

@@ -291,7 +291,7 @@ async def generate_endpoint(
         try:
             # rag.build_index_from_pdf(tmp_path)
             # validate_mcqs expects keys as strings and the normalized content
-            validation_report = rag.validate_mcqs(mcqs, top_k=top_k)
+            validation_report = rag.validate_mcqs(all_mcqs, top_k=top_k)
         except Exception as e:
             # don't fail the whole request for a validation error — return generator output and note the error
             validation_report = {"error": f"Validation failed: {e}"}
@@ -299,7 +299,7 @@ async def generate_endpoint(
 
     # log_pipeline('test/mcq_output.json', content={"mcqs": mcqs, "validation": validation_report})
 
-    return {"mcqs": mcqs, "validation": validation_report}
+    return {"mcqs": all_mcqs, "validation": validation_report}
 
 
 if __name__ == "__main__":