Update auditqa/doc_process.py

auditqa/doc_process.py

@@ -64,13 +64,13 @@ def process_pdf():
     qdrant_collections = {}
 
     for file,value in all_documents.items():
-    print("emebddings for:",file)
-    qdrant_collections[file] = Qdrant.from_documents(
-        value,
-        embeddings,
-        location=":memory:", 
-        collection_name=file,
-    )
+        print("emebddings for:",file)
+        qdrant_collections[file] = Qdrant.from_documents(
+            value,
+            embeddings,
+            location=":memory:", 
+            collection_name=file,
+        )
     print("done")
     return qdrant_collections