Update app.py

app.py

@@ -428,30 +428,6 @@ def initialize():
     llm = setup_llm(LLM_MODEL_NAME, LLM_TEMPERATURE, GROQ_API_KEY)
 
     from langchain_community.document_loaders import TextLoader
-
- 
-    with tempfile.TemporaryDirectory() as tmp_dir_path:
-   
-        print("Temporary directory path:", tmp_dir_path)
-
-        # Define a new sub-path to append
-        new_sub_path = "new_folder"
-
-        # Append the new sub-path to the temporary directory path
-        home = os.path.join(tmp_dir_path, new_sub_path)
-        
-        embedding_model = HuggingFaceEmbeddings(model_name=EMBEDDING_MODEL_NAME)
-        vectorstore = Chroma.from_texts(texts=doc_texts, embedding=embedding_model, persist_directory=home)
-    
-        print("Appended path stored in 'home':", home)
-        
-        api.upload_folder(
-            folder_path=home,
-            repo_id="bupa1018/KadiAPY_Coding_Assistant",  # Replace with your Space ID
-            repo_type="space"  # Ensure repo type is 'space'
-        )
-        print(f"New folder created at: {home}")
-
           
 initialize()