Update app.py

app.py

@@ -26,9 +26,6 @@ def initialize_llm(model_choice):
             return None
         return ChatOpenAI(api_key=openai_api_key, model="gpt-4o")
 
-def validate_and_clean_dataset(dataframe):
-    # Placeholder for dataset validation and cleaning logic
-    return dataframe
 
 def load_dataset_into_session():
     input_option = st.radio(
@@ -42,7 +39,6 @@ def load_dataset_into_session():
         if st.button("Load Dataset"):
             try:
                 st.session_state.df = pd.read_csv(file_path)
-                st.session_state.df = validate_and_clean_dataset(st.session_state.df)
                 st.success(f"File loaded successfully from '{file_path}'!")
             except Exception as e:
                 st.error(f"Error loading dataset from the repo directory: {e}")