{"cells": [{"cell_type": "markdown", "id": "302934307671667531413257853548643485645", "metadata": {}, "source": ["# Gradio Demo: chatbot_with_tools"]}, {"cell_type": "code", "execution_count": null, "id": "272996653310673477252411125948039410165", "metadata": {}, "outputs": [], "source": ["!pip install -q gradio "]}, {"cell_type": "code", "execution_count": null, "id": "288918539441861185822528903084949547379", "metadata": {}, "outputs": [], "source": ["import gradio as gr\n", "from gradio import ChatMessage\n", "import time\n", "\n", "def generate_response(history):\n", "    history.append(\n", "        ChatMessage(\n", "            role=\"user\", content=\"What is the weather in San Francisco right now?\"\n", "        )\n", "    )\n", "    yield history\n", "    time.sleep(0.25)\n", "    history.append(\n", "        ChatMessage(\n", "            role=\"assistant\",\n", "            content=\"In order to find the current weather in San Francisco, I will need to use my weather tool.\",\n", "        )\n", "    )\n", "    yield history\n", "    time.sleep(0.25)\n", "\n", "    history.append(\n", "        ChatMessage(\n", "            role=\"assistant\",\n", "            content=\"API Error when connecting to weather service.\",\n", "            metadata={\"title\": \"\ud83d\udca5 Error using tool 'Weather'\"},\n", "        )\n", "    )\n", "    yield history\n", "    time.sleep(0.25)\n", "\n", "    history.append(\n", "        ChatMessage(\n", "            role=\"assistant\",\n", "            content=\"I will try again\",\n", "        )\n", "    )\n", "    yield history\n", "    time.sleep(0.25)\n", "\n", "    history.append(\n", "        ChatMessage(\n", "            role=\"assistant\",\n", "            content=\"Weather 72 degrees Fahrenheit with 20% chance of rain.\",\n", "            metadata={\"title\": \"\ud83d\udee0\ufe0f Used tool 'Weather'\"},\n", "        )\n", "    )\n", "    yield history\n", "    time.sleep(0.25)\n", "\n", "    history.append(\n", "        ChatMessage(\n", "            role=\"assistant\",\n", "            content=\"Now that the API succeeded I can complete my task.\",\n", "        )\n", "    )\n", "    yield history\n", "    time.sleep(0.25)\n", "\n", "    history.append(\n", "        ChatMessage(\n", "            role=\"assistant\",\n", "            content=\"It's a sunny day in San Francisco with a current temperature of 72 degrees Fahrenheit and a 20% chance of rain. Enjoy the weather!\",\n", "        )\n", "    )\n", "    yield history\n", "\n", "def like(evt: gr.LikeData):\n", "    print(\"User liked the response\")\n", "    print(evt.index, evt.liked, evt.value)\n", "\n", "with gr.Blocks() as demo:\n", "    chatbot = gr.Chatbot(type=\"messages\", height=500, show_copy_button=True)\n", "    button = gr.Button(\"Get San Francisco Weather\")\n", "    button.click(generate_response, chatbot, chatbot)\n", "    chatbot.like(like)\n", "\n", "if __name__ == \"__main__\":\n", "    demo.launch()\n"]}], "metadata": {}, "nbformat": 4, "nbformat_minor": 5}