Update app.py

app.py

@@ -40,8 +40,8 @@ text_splitter = RecursiveCharacterTextSplitter(chunk_size=10000, chunk_overlap=1
 context = "\n\n".join(str(p.page_content) for p in pages)
 texts = text_splitter.split_text(context)
 #embeddings = GoogleGenerativeAIEmbeddings(model="models/embedding-001",google_api_key=GOOGLE_API_KEY)
-sentence_transformer_model = SentenceTransformer('BAAI/bge-small-en-v1.5')
-embeddings = HuggingFaceEmbeddings(model=sentence_transformer_model)
+#sentence_transformer_model = SentenceTransformer()
+embeddings = HuggingFaceEmbeddings(model_name='BAAI/bge-small-en-v1.5')
 vector_index = Chroma.from_texts(texts, embeddings).as_retriever(search_kwargs={"k":10})
 qa_chain = RetrievalQA.from_chain_type(
     model,