{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "initial_id",
   "metadata": {
    "collapsed": true,
    "ExecuteTime": {
     "end_time": "2024-09-05T11:18:05.926025Z",
     "start_time": "2024-09-05T11:18:00.554798Z"
    }
   },
   "outputs": [],
   "source": [
    "import os\n",
    "from pprint import pprint\n",
    "from typing import Optional\n",
    "\n",
    "from qwen_agent.agents import ReActChat\n",
    "from qwen_agent.gui import WebUI\n",
    "\n",
    "# ROOT_RESOURCE = os.path.join(os.path.dirname(__file__), 'resource')\n",
    "ROOT_RESOURCE=\"resource\""
   ]
  },
  {
   "cell_type": "code",
   "outputs": [],
   "source": [
    "def init_agent_service():\n",
    "    llm_cfg = {\n",
    "        'model': 'qwen2-instruct',\n",
    "        'model_server': 'http://lq.lianqiai.cn:20335/v1',\n",
    "        'api_key': \"\",\n",
    "        # 'model': 'qwen-max',\n",
    "        # 'model_server': 'dashscope',\n",
    "        # 'api_key': os.getenv('DASHSCOPE_API_KEY'),\n",
    "    }\n",
    "    tools = ['code_interpreter']\n",
    "    bot = ReActChat(llm=llm_cfg,\n",
    "                    name='code interpreter',\n",
    "                    description='This agent can run code to solve the problem',\n",
    "                    function_list=tools)\n",
    "    return bot"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2024-09-05T11:18:05.934621Z",
     "start_time": "2024-09-05T11:18:05.927991Z"
    }
   },
   "id": "a32402553c8cda24",
   "execution_count": 2
  },
  {
   "cell_type": "code",
   "outputs": [],
   "source": [
    "def app_gui():\n",
    "    bot = init_agent_service()\n",
    "    chatbot_config = {\n",
    "        'prompt.suggestions': [{\n",
    "            'text': 'pd.head the file first and then help me draw a line chart to show the changes in stock prices',\n",
    "            'files': [os.path.join(ROOT_RESOURCE, 'stock_prices.csv')]\n",
    "        }, 'Draw a line graph y=x^2']\n",
    "    }\n",
    "    WebUI(bot, chatbot_config=chatbot_config).run()"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2024-09-05T11:18:14.068675Z",
     "start_time": "2024-09-05T11:18:14.063472Z"
    }
   },
   "id": "cab30016b457d1e1",
   "execution_count": 4
  },
  {
   "cell_type": "code",
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Running on local URL:  http://127.0.0.1:7860\n",
      "\n",
      "To create a public link, set `share=True` in `launch()`.\n"
     ]
    },
    {
     "data": {
      "text/plain": "<IPython.core.display.HTML object>",
      "text/html": "<div><iframe src=\"http://127.0.0.1:7860/\" width=\"100%\" height=\"500\" allow=\"autoplay; camera; microphone; clipboard-read; clipboard-write;\" frameborder=\"0\" allowfullscreen></iframe></div>"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "app_gui()"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2024-09-05T11:18:16.773442Z",
     "start_time": "2024-09-05T11:18:14.664160Z"
    }
   },
   "id": "c465f06cef966638",
   "execution_count": 5
  },
  {
   "cell_type": "code",
   "outputs": [],
   "source": [],
   "metadata": {
    "collapsed": false
   },
   "id": "19e8d4153229f5a9"
  }
 ],
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  "kernelspec": {
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  "language_info": {
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    "version": 2
   },
   "file_extension": ".py",
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   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython2",
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