app.py

import gradio as gr
from transformers import pipeline

# Initialize the StarCoder model
# Replace 'models/bigcode/starcoder' with the actual model path if different
code_generator = pipeline('text-generation', model='models/bigcode/starcoder')

def generate_code(prompt):
    """
    Generates code based on the given prompt.

    Parameters:
    - prompt (str): The input text to generate code from.

    Returns:
    - str: The generated code.
    """
    generated_code = code_generator(prompt, max_length=100, do_sample=True, temperature=0.7)
    return generated_code[0]['generated_text']

# Create the Gradio interface
iface = gr.Interface(
    fn=generate_code,
    inputs=gr.Textbox(lines=5, label="Input Text"),
    outputs=gr.Textbox(label="Generated Code"),
    title="StarCoder Code Generator",
    description="Enter a prompt to generate code using the StarCoder model.",
)

# Launch the Gradio interface
iface.launch()