error debug

app.py

@@ -19,6 +19,7 @@ def create_metadata_dict(sources_input, sources_value):
     This helper function creates the filter dictionary based on user input.
     """
     if sources_input and sources_value:
+        
         return {sources_input: sources_value}
     return None
 
@@ -41,7 +42,7 @@ def retrieve(
     Returns:
         list: List of dictionaries containing document content, metadata, and scores
     """
-
+    print(filter_metadata)
     
     # Call retriever function and return raw results
     results = get_context(

utils/retriever.py

@@ -204,11 +204,13 @@ def get_context(
         #              with_payload=True)
         # filter support for QdrantVectorStore
         if isinstance(vectorstore, QdrantVectorStore):
+            print(filter_metadata)
             filter_obj = create_filter(filter_metadata)
             if filter_obj:
                 search_kwargs["filter"] = filter_obj
         
         # Perform initial retrieval
+        print(search_kwargs)
         retrieved_docs = vectorstore.search(query, collection_name,  top_k,  **search_kwargs)
         
         logging.info(f"Retrieved {len(retrieved_docs)} documents for query: {query[:50]}...")