Update auditqa/doc_process.py

auditqa/doc_process.py

@@ -86,11 +86,11 @@ def process_pdf():
         qdrant_collections[file] = Qdrant.from_documents(
             value,
             embeddings,
-            path=f"./data/{file}", 
+            location=":memory:", 
             collection_name=file,
         )
     
-    print("done")
+    print("vector embeddings done")
     return qdrant_collections
 
 def get_local_qdrant():