Update app.py

app.py

@@ -38,9 +38,10 @@ embedding_model = SentenceTransformer("mixedbread-ai/mxbai-embed-large-v1")
 #all-MiniLM-L6-v2, BAAI/bge-base-en-v1.5,infgrad/stella-base-en-v2, BAAI/bge-large-en-v1.5 working with default dimensions
 #docs_text = [doc.text for doc in docs]
 #embed = embedding_model.embed_documents(docs_text)
-embeddings = embedding_model.encode(docs)
+#embeddings = embedding_model.encode(docs)
+embeddings = embeddings_model.embed_documents(docs)
 embedding_dim = embedding_model.get_sentence_embedding_dimension()
-print(embedding_dim)
+print(embeddings)
 #data = FAISS.from_embeddings(embed, embedding_model)
 #data = FAISS.from_texts(docs, embedding_model)