Update app.py

app.py

@@ -47,9 +47,13 @@ combined_documents = recursive_framework_document + recursive_blueprint_document
 #embeddings = AutoModel.from_pretrained("Cheselle/finetuned-arctic-sentence")
 #tokenizer = AutoTokenizer.from_pretrained("Cheselle/finetuned-arctic-sentence")
 
+ai_framework_text = ai_framework_document.get_text("text")
+ai_blueprint_text = ai_blueprint_document.get_text("text")
+
 from sentence_transformers import SentenceTransformer
 embedding_model = SentenceTransformer("Cheselle/finetuned-arctic-sentence")
-embeddings = embedding_model.encode(ai_framework_document + ai_blueprint_document)
+embeddings = embedding_model.encode(ai_framework_text + ai_blueprint_text)
+#embeddings = embedding_model.encode(ai_framework_document + ai_blueprint_document)
 
 vectorstore = Qdrant.from_documents(
     documents=combined_documents,