import streamlit as st from model_utils import load_model, create_pipeline, generate_text # Load model and tokenizer st.write("Loading model...") model, tokenizer = load_model() hf_pipeline = create_pipeline(model, tokenizer) st.write("Model loaded successfully!") # Streamlit application st.title("Hugging Face Model with LangChain and Streamlit") # Text input field input_text = st.text_input("Enter text to translate:") # Button to generate response if st.button("Translate"): if input_text: # Generate response using LangChain response = generate_text(hf_pipeline, input_text) # Display the response st.write("Translated text:", response) else: st.write("Please enter some text.")