mirror of
https://github.com/csunny/DB-GPT.git
synced 2025-09-29 05:18:47 +00:00
193 lines
7.1 KiB
Plaintext
193 lines
7.1 KiB
Plaintext
{
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"cells": [
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{
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"cell_type": "code",
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"id": "6de2e0bb",
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"metadata": {
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"ExecuteTime": {
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"end_time": "2024-04-10T04:37:21.832993Z",
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"start_time": "2024-04-10T04:37:21.828221Z"
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}
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},
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"source": [
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"import os\n",
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"import nest_asyncio\n",
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"from dbgpt.agent import (\n",
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" AgentContext,\n",
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" AgentResource,\n",
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" GptsMemory,\n",
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" LLMConfig,\n",
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" ResourceLoader,\n",
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" ResourceType,\n",
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" UserProxyAgent,\n",
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")\n",
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"from dbgpt.agent.expand.plugin_assistant_agent import PluginAssistantAgent\n",
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"from dbgpt.agent.expand.summary_assistant_agent import SummaryAssistantAgent\n",
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"from dbgpt.agent.plan import WrappedAWELLayoutManager\n",
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"from dbgpt.agent.resource import PluginFileLoadClient\n",
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"from dbgpt.configs.model_config import ROOT_PATH\n",
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"from dbgpt.model.proxy import OpenAILLMClient\n",
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"\n",
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"nest_asyncio.apply()\n",
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"test_plugin_dir = os.path.join(ROOT_PATH, \"examples/test_files/plugins\")"
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],
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"outputs": [],
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"execution_count": 11
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},
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{
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"cell_type": "code",
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"id": "437b9c40",
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"metadata": {
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"ExecuteTime": {
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"end_time": "2024-04-10T04:37:27.592117Z",
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"start_time": "2024-04-10T04:37:23.569538Z"
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}
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},
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"source": [
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"# os.environ['OPENAI_API_KEY']=\"sk-x\"\n",
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"# os.environ['OPENAI_API_BASE']=\"https://proxy_url/v1\"\n",
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"# os.environ['SEARCH_ENGINE']=\"baidu\"\n",
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"# os.environ['BAIDU_COOKIE']=\"\"\"your baidu cookie\"\"\"\n",
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"\n",
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"llm_client = OpenAILLMClient(model_alias=\"gpt-3.5-turbo\")\n",
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"context: AgentContext = AgentContext(conv_id=\"test456\", gpts_app_name=\"信息析助手\")\n",
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"\n",
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"default_memory = GptsMemory()\n",
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"\n",
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"resource_loader = ResourceLoader()\n",
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"plugin_file_loader = PluginFileLoadClient()\n",
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"resource_loader.register_resource_api(plugin_file_loader)\n",
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"\n",
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"plugin_resource = AgentResource(\n",
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" type=ResourceType.Plugin,\n",
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" name=\"test\",\n",
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" value=test_plugin_dir,\n",
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")\n",
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"\n",
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"tool_engineer = (\n",
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" await PluginAssistantAgent()\n",
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" .bind(context)\n",
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" .bind(LLMConfig(llm_client=llm_client))\n",
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" .bind(default_memory)\n",
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" .bind([plugin_resource])\n",
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" .bind(resource_loader)\n",
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" .build()\n",
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")\n",
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"summarizer = (\n",
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" await SummaryAssistantAgent()\n",
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" .bind(context)\n",
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" .bind(default_memory)\n",
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" .bind(LLMConfig(llm_client=llm_client))\n",
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" .build()\n",
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")\n",
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"\n",
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"manager = (\n",
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" await WrappedAWELLayoutManager()\n",
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" .bind(context)\n",
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" .bind(default_memory)\n",
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" .bind(LLMConfig(llm_client=llm_client))\n",
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" .build()\n",
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")\n",
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"manager.hire([tool_engineer, summarizer])\n",
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"\n",
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"user_proxy = await UserProxyAgent().bind(context).bind(default_memory).build()\n",
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"\n",
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"await user_proxy.initiate_chat(\n",
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" recipient=manager,\n",
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" reviewer=user_proxy,\n",
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" message=\"查询成都今天天气\",\n",
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" # message=\"查询今天的最新热点财经新闻\",\n",
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")"
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],
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"\n",
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"--------------------------------------------------------------------------------\n",
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"\u001B[33mWrappedAWELLayoutManager\u001B[0m (to LuBan)-[]:\n",
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"\n",
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"\"查询成都今天天气\"\n",
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"\n",
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"--------------------------------------------------------------------------------\n",
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"un_stream ai response: {\n",
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" \"tool_name\": \"baidu_search\",\n",
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" \"args\": {\n",
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" \"query\": \"成都今天天气\"\n",
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" },\n",
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" \"thought\": \"I have selected the 'baidu_search' tool with the query parameter set to '成都今天天气' to search for the weather in Chengdu today.\"\n",
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"}\n",
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"{'query': '成都今天天气'}\n",
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"\n",
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"--------------------------------------------------------------------------------\n",
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"\u001B[33mLuBan\u001B[0m (to Aristotle)-[gpt-3.5-turbo]:\n",
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"\n",
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"\"{\\n \\\"tool_name\\\": \\\"baidu_search\\\",\\n \\\"args\\\": {\\n \\\"query\\\": \\\"成都今天天气\\\"\\n },\\n \\\"thought\\\": \\\"I have selected the 'baidu_search' tool with the query parameter set to '成都今天天气' to search for the weather in Chengdu today.\\\"\\n}\"\n",
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"\u001B[32m>>>>>>>>LuBan Review info: \n",
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"Pass(None)\u001B[0m\n",
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"\u001B[34m>>>>>>>>LuBan Action report: \n",
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"execution succeeded,\n",
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"### [...天气预报一周_成都天气预报7天、15天、40天天查询_中国...](http://www.baidu.com/link?url=nSNTTnrxEUFL7oMRAYqg98BfeXkWtwHUaYN7WrTjaxBpSy0blKc4jIZ9m34mP97fFARfXJStjbRoBN6U0s0BDq) \n",
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" \n",
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"### [成都天气_成都天气预报一周_成都天气预报15天](http://www.baidu.com/link?url=Fmp4cnf8Cqqd8N06PpAe3Mn6Esp5q39Scfsnfr7ALxqB5XfoWu9-wY5UjS4n-95Y) \n",
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" \n",
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"### [【成都天气】成都天气预报,蓝天,蓝天预报,雾霾,雾霾消散,...](http://www.baidu.com/link?url=BQF3cexr1Z6hqkdOjRO2pq8YnOuruBV8nBFY0LE7FJJl8_TCcO806skK-aWkmC8UAZ23K-v3SvoXO58Ayze7Da) \n",
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" \n",
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"### [...天气预报一周_成都天气预报7天、15天、40天天查询_中国...](http://www.baidu.com/link?url=rt26_NNSBBWHLr0rAX2RPUbBhVjfr4m3Cd21RG7MOe4gsirRquQyp5fMLbSfeU1iC2b1ZhNVjUzlex39iYN_wq) \n",
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" \n",
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"### [【成都天气预报15天_成都天气预报15天查询】-中国天气网](http://www.baidu.com/link?url=vnZ3GlUxqllZ7Lenc94cImrur2AixgD6dkSOxfNc63PTewisg-RXg3sKzLpBEuPgCWXLr9VnR9gsSZetfPA_94HdTG0It_uAvZpLdUiGmY_) \n",
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" \n",
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"\u001B[0m\n",
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"\n",
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"--------------------------------------------------------------------------------\n",
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"un_stream ai response: Did not find the information you want.\n",
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"\n",
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"--------------------------------------------------------------------------------\n",
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"\u001B[33mWrappedAWELLayoutManager\u001B[0m (to User)-[]:\n",
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"\n",
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"\"查询成都今天天气\"\n",
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"\u001B[32m>>>>>>>>WrappedAWELLayoutManager Review info: \n",
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"Pass(None)\u001B[0m\n",
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"\u001B[34m>>>>>>>>WrappedAWELLayoutManager Action report: \n",
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"execution succeeded,\n",
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"Did not find the information you want.\u001B[0m\n",
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"\n",
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"--------------------------------------------------------------------------------\n"
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]
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}
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],
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"execution_count": 12
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "7ded4107",
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"metadata": {},
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"outputs": [],
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"source": []
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}
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],
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"metadata": {
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"kernelspec": {
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"display_name": "Python 3 (ipykernel)",
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"language": "python",
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"name": "python3"
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},
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"language_info": {
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"codemirror_mode": {
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"name": "ipython",
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"version": 3
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},
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"file_extension": ".py",
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"mimetype": "text/x-python",
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.10.13"
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}
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},
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"nbformat": 4,
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"nbformat_minor": 5
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}
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