Update app.py

app.py

@@ -54,16 +54,6 @@ login(HF_TOKEN)
 api = HfApi()
 
 
-
-
-# Setup Vectorstore
-def embed_documents_into_vectorstore(chunks, model_name, persist_directory):
-    print("Start setup_vectorstore_function")
-    embedding_model = HuggingFaceEmbeddings(model_name=model_name)   
-    vectorstore = get_chroma_vectorstore(embedding_model, persist_directory)
-    vectorstore.add_documents(chunks)
-    return vectorstore
-
 def rag_workflow(query):
     """
     RAGChain class to perform the complete RAG workflow.