import gradio as gr from transformers import pipeline # Load a pre-trained code generation model (replace with your actual model) code_generator = pipeline("text-generation", model="gpt-3.5-turbo") # Example model # Function to generate code def generate_code(prompt, file_type): if file_type in ["Gradio", "Vercel", "Streamlit"]: # Handle platform-specific code generation prompt_with_file_type = f"Write a configuration or setup code for {file_type} to: {prompt}" else: # Handle programming language code generation prompt_with_file_type = f"Write a {file_type} code for: {prompt}" # Generate code using the AI model generated_code = code_generator(prompt_with_file_type, max_length=200, num_return_sequences=1) return generated_code[0]['generated_text'] # Function to update code def update_code(existing_code, update_prompt): # Combine the existing code and the update prompt prompt_with_update = f"Rewrite the following code to: {update_prompt}\n\nExisting Code:\n{existing_code}" # Generate updated code using the AI model updated_code = code_generator(prompt_with_update, max_length=200, num_return_sequences=1) return updated_code[0]['generated_text'] # Examples for the interface examples = [ ["Write a function to calculate factorial", "Python"], ["Create a simple interface for a calculator", "Gradio"], ["Deploy a Next.js app", "Vercel"], ["Create a data visualization app", "Streamlit"], ["Write a program to reverse a string", "JavaScript"], ["Create a responsive navbar", "HTML"], ] # Gradio interface with gr.Blocks(theme='Nymbo/Nymbo_Theme') as demo: gr.Markdown("# AI Code Generator with Update Feature") gr.Markdown("Enter a prompt and select the file type or platform to generate code. You can also update the generated code with a new prompt.") with gr.Row(): input_prompt = gr.Textbox(label="Input Prompt", placeholder="e.g., Write a function to calculate factorial...") file_type = gr.Dropdown( label="File Type / Platform", choices=["Python", "JavaScript", "HTML", "CSS", "Java", "C++", "Gradio", "Vercel", "Streamlit"], value="Python" ) output_code = gr.Textbox(label="Generated Code", lines=10, interactive=False) generate_button = gr.Button("Generate Code") generate_button.click(fn=generate_code, inputs=[input_prompt, file_type], outputs=output_code) # Update Code Section with gr.Row(): update_prompt = gr.Textbox(label="Update Prompt", placeholder="e.g., Add error handling to the code...") update_button = gr.Button("Update Code") update_button.click(fn=update_code, inputs=[output_code, update_prompt], outputs=output_code) # Add examples gr.Examples( examples=examples, inputs=[input_prompt, file_type], outputs=output_code, fn=generate_code, cache_examples=True, # Cache results for faster loading label="Click on an example to get started!" ) # Launch the interface demo.launch()