Update app.py

app.py

@@ -40,7 +40,11 @@ embedding_model = HuggingFaceEmbeddings(model_name = "mixedbread-ai/mxbai-embed-
 #docs_text = [doc.text for doc in docs]
 #embed = embedding_model.embed_documents(docs_text)
 #embeddings = embedding_model.encode(docs)
-embeddings = embedding_model.embed_documents(docs)
+
+doc_func = lambda x: x.page_content
+dataset = list(map(doc_func, dataset))
+embeddings = embedding_model.embed_documents(dataset)
+#embeddings = embedding_model.embed_documents(docs)
 embedding_dim = embedding_model.get_sentence_embedding_dimension()
 print(embeddings)
 #data = FAISS.from_embeddings(embed, embedding_model)