Update app.py

app.py

@@ -41,15 +41,15 @@ recursive_framework_document = metadata_generator(ai_framework_document, "AI Fra
 recursive_blueprint_document = metadata_generator(ai_blueprint_document, "AI Blueprint")
 combined_documents = recursive_framework_document + recursive_blueprint_document
 
-#from transformers import AutoModel
-#embeddings = AutoModel.from_pretrained("Cheselle/finetuned-arctic-sentence")
+from transformers import AutoModel
+embeddings = AutoModel.from_pretrained("Cheselle/finetuned-arctic-sentence")
 
-from sentence_transformers import SentenceTransformer
-embeddings = SentenceTransformer("Cheselle/finetuned-arctic-sentence")
+#from sentence_transformers import SentenceTransformer
+#embeddings = SentenceTransformer("Cheselle/finetuned-arctic-sentence")
 
 vectorstore = Qdrant.from_documents(
     documents=combined_documents,
-    embedding=embeddings.encode,
+    embedding=embeddings,
     location=":memory:",
     collection_name="ai_policy"
 )