import gradio as gr from mcp import StdioServerParameters from smolagents import MCPClient, CodeAgent def respond(prompt, history=[]): # Launch MCP subprocess params = StdioServerParameters(command="python", args=["mcp_server.py"]) with MCPClient(params) as tools: agent = CodeAgent(tools=tools, model="gpt-4") # Replace with your local or API model result = agent.run(prompt) history.append((prompt, result)) return history, history with gr.Blocks() as demo: chat_history = gr.State([]) chatbot = gr.Chatbot(label="Enterprise SQL Agent") textbox = gr.Textbox(show_label=False, placeholder="Ask questions like 'List inactive customers in Northeast'") textbox.submit(respond, [textbox, chat_history], [chatbot, chat_history]) gr.Markdown(\"\"\"\n ### Example Prompts: - Who are my Northeast customers who haven’t ordered in 6 months? - List customers sorted by last order date. - Find clients from the West with recent orders. \"\"\") demo.launch()