set secret and update app.py

app.py

@@ -40,6 +40,8 @@ def retrieve(
     results = get_context(
         vectorstore=vectorstore,
         query=query,
+        collection_name=collection_name,
+        filter_metadata = filter_metadata
     )
     
     return results