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buddypia/langchain_search.ipynb

Created December 4, 2023 06:15
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{
"nbformat": 4,
"nbformat_minor": 0,
"metadata": {
"colab": {
"provenance": [],
"gpuType": "T4",
"authorship_tag": "ABX9TyNKihrkBUxDCUEZBieC7TT/",
"include_colab_link": true
},
"kernelspec": {
"name": "python3",
"display_name": "Python 3"
},
"language_info": {
"name": "python"
},
"accelerator": "GPU"
},
"cells": [
{
"cell_type": "markdown",
"metadata": {
"id": "view-in-github",
"colab_type": "text"
},
"source": [
"<a href=\"https://colab.research.google.com/gist/shoridevel/acd41945fdb20ef909c1e452cc0a331b/langchain_search.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
]
},
{
"cell_type": "markdown",
"source": [
"# 依存パッケージのインストール"
],
"metadata": {
"id": "uMbrG4sNo5dd"
}
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "B1nW1j4Voddk",
"outputId": "0a7af53f-635c-4289-e315-cf3a9c94f795"
},
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
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]
}
],
"source": [
"!pip install langchain\n",
"!pip install openai\n",
"!pip install streamlit"
]
},
{
"cell_type": "markdown",
"source": [
"# 検索ロジック"
],
"metadata": {
"id": "6FdZ8U80tFNR"
}
},
{
"cell_type": "code",
"source": [
"%%writefile app.py\n",
"import streamlit as st\n",
"from langchain.llms.openai import OpenAI\n",
"from langchain.agents import load_tools, initialize_agent\n",
"\n",
"# Streamlit app\n",
"st.subheader('Web検索')\n",
"search_query = st.text_input(\"質問内容を入力してください。\")\n",
"\n",
"openai_api_key = st.text_input(\"OpenAI API Key\", type=\"password\")\n",
"serper_api_key = st.text_input(\"Serper API Key\", type=\"password\")\n",
"\n",
"# 検索するボタンが押された時実行\n",
"if st.button(\"検索する\"):\n",
" # 入力データをチェック\n",
" if not openai_api_key or not serper_api_key:\n",
" st.error(\"OpenAIのAPIキーを入力してください\")\n",
" elif not search_query.strip():\n",
" st.error(\"質問を入力してください\")\n",
" else:\n",
" try:\n",
" with st.spinner('少々お待ちください'):\n",
" # OpenAI モジュールを初期化し、Google Serper API ツールをロードし、エージェントを使用して検索クエリを実行します。\n",
" llm = OpenAI(temperature=0, openai_api_key=openai_api_key, verbose=True)\n",
" tools = load_tools([\"google-serper\"], llm, serper_api_key=serper_api_key)\n",
" agent = initialize_agent(tools, llm, agent=\"zero-shot-react-description\", verbose=True)\n",
" result = agent.run(search_query)\n",
" st.success(result)\n",
" except Exception as e:\n",
" st.exception(f\"エラーが発生しました: {e}\")\n"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "90_1tI02tHSd",
"outputId": "735b4e9f-a9e4-4575-8a0f-d820a6161d3f"
},
"execution_count": null,
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"Overwriting app.py\n"
]
}
]
},
{
"cell_type": "code",
"source": [
"!npm install localtunnel"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "-aGya0iKtisT",
"outputId": "dbd6cf35-8ded-47ab-a23c-be11265945ed"
},
"execution_count": null,
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"\u001b[K\u001b[?25h\u001b[37;40mnpm\u001b[0m \u001b[0m\u001b[30;43mWARN\u001b[0m \u001b[0m\u001b[35msaveError\u001b[0m ENOENT: no such file or directory, open '/content/package.json'\n",
"\u001b[0m\u001b[37;40mnpm\u001b[0m \u001b[0m\u001b[30;43mWARN\u001b[0m \u001b[0m\u001b[35menoent\u001b[0m ENOENT: no such file or directory, open '/content/package.json'\n",
"\u001b[0m\u001b[37;40mnpm\u001b[0m \u001b[0m\u001b[30;43mWARN\u001b[0m\u001b[35m\u001b[0m content No description\n",
"\u001b[0m\u001b[37;40mnpm\u001b[0m \u001b[0m\u001b[30;43mWARN\u001b[0m\u001b[35m\u001b[0m content No repository field.\n",
"\u001b[0m\u001b[37;40mnpm\u001b[0m \u001b[0m\u001b[30;43mWARN\u001b[0m\u001b[35m\u001b[0m content No README data\n",
"\u001b[0m\u001b[37;40mnpm\u001b[0m \u001b[0m\u001b[30;43mWARN\u001b[0m\u001b[35m\u001b[0m content No license field.\n",
"\u001b[0m\n",
"\u001b[K\u001b[?25h+ localtunnel@2.0.2\n",
"updated 1 package and audited 36 packages in 1.404s\n",
"\n",
"3 packages are looking for funding\n",
" run `npm fund` for details\n",
"\n",
"found 2 \u001b[93mmoderate\u001b[0m severity vulnerabilities\n",
" run `npm audit fix` to fix them, or `npm audit` for details\n"
]
}
]
},
{
"cell_type": "code",
"source": [
"!streamlit run app.py & sleep 3 && npx localtunnel --port 8501"
],
"metadata": {
"id": "9xRY0VIAtjcy",
"colab": {
"base_uri": "https://localhost:8080/"
},
"outputId": "a298ec60-a59e-4ce2-8c2e-560847422f8d"
},
"execution_count": null,
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"\n",
"Collecting usage statistics. To deactivate, set browser.gatherUsageStats to False.\n",
"\u001b[0m\n",
"\u001b[0m\n",
"\u001b[34m\u001b[1m You can now view your Streamlit app in your browser.\u001b[0m\n",
"\u001b[0m\n",
"\u001b[34m Network URL: \u001b[0m\u001b[1mhttp://172.28.0.12:8501\u001b[0m\n",
"\u001b[34m External URL: \u001b[0m\u001b[1mhttp://34.142.216.60:8501\u001b[0m\n",
"\u001b[0m\n",
"\u001b[K\u001b[?25hnpx: installed 22 in 2.626s\n",
"your url is: https://sweet-keys-poke.loca.lt\n",
"\n",
"\n",
"\u001b[1m> Entering new AgentExecutor chain...\u001b[0m\n",
"\u001b[32;1m\u001b[1;3m 検索エンジンを使って情報を探す\n",
"Action: google_serper\n",
"Action Input: 今年の総理大臣\u001b[0m\n",
"\n",
"\u001b[1m> Entering new AgentExecutor chain...\u001b[0m\n",
"\u001b[32;1m\u001b[1;3m 検索エンジンを使って情報を探す\n",
"Action: google_serper\n",
"Action Input: 今年の総理大臣\u001b[0m\n",
"Observation: \u001b[36;1m\u001b[1;3m岸田文雄\u001b[0m\n",
"Thought:\u001b[32;1m\u001b[1;3m 確認する\n",
"Action: google_serper\n",
"Action Input: 岸田文雄 総理大臣\u001b[0m\n",
"Observation: \u001b[36;1m\u001b[1;3mFumio Kishida: Prime Minister of Japan. Fumio Kishida is a Japanese politician who has served as Prime Minister of Japan and President of the Liberal Democratic Party since 2021. A member of the House of Representatives, he previously served as Minister for Foreign Affairs from 2012 to... Fumio Kishida Born: July 29, 1957 (age 66 years), Shibuya City, Tokyo, Japan. Fumio Kishida Party: Liberal Democratic Party. Fumio Kishida Spouse: Yuko Kishida (m. 1988). Fumio Kishida Children: Shotaro Kishida. Fumio Kishida Education: School of Law, Waseda University (1978–1982), Kaisei Junior & Senior High School, Kōjimachi Elementary School, and more. Fumio Kishida Office: Prime Minister of Japan since 2021. Fumio Kishida Previous campaign: House of Representatives for Hiroshima 1 Election, 2021. 外務大臣. 岸田 文雄（きしだ ふみお）. 総務大臣. 金子 恭之（かねこ やすし）. 法務 ... 岸田内閣 内閣総理大臣補佐官名簿開く閉じる. 職名, 氏名. 内閣官房副長官; 内閣 ... 昭和57年 3月: 早稲田大学法学部卒業; 昭和57年 4月: （株）日本長期信用銀行入行; 昭和62年 4月: 衆議院議員 岸田文武秘書; 平成 5年 7月: 衆議院議員当選 ... ... 総理大臣. 総裁選の結果を受け、臨時国会において首班指名を受け、第100代内閣総理大臣に就任し、岸田内閣を発足させる。 首班指名. 政 府 外務大臣（兼務）. 第49回 ... 岸田 文雄（きしだ ふみお）. 昭和32年7月29日生; 衆議院議員 自由民主党; 広島県第一 ... 第212回国会における岸田内閣総理大臣所信表明演説. 2023年10月23日 · 活動報告 ... 第101代内閣総理大臣/第27代自民党総裁国民の声を聞く政治を実現 衆議院議員・宏池会会長▽岸田文雄公式サイト · 裕子's profile picture · 外交・安全保障's profile ... 岸田文雄総理大臣は、衆議院広島1区選出の65歳。祖父と父も広島選出の衆議院議員の政治家一家に育ち、大学卒業後は、旧長銀＝日本長期信用銀行に入り ... 岸田 文雄（きしだ ふみお、1957年〈昭和32年〉7月29日 - ）は、日本の政治家。自由民主党所属の衆議院議員（10期）、内閣総理大臣（第100代・第101代）、自由民主党 ... 【総裁選】\"岸田ノート\"には何が？自宅で岸田氏を直撃 · 次の総裁選はどうします？なんで総理になりたいんですか？｜乙武洋匡が岸田文雄議員に聞く！#3 · 岸田外務大臣の米国 ... 14総理大臣記者会見①「参院選の結果と安倍元総理の件」. 岸田文雄 · 2:16 · バイデン米国大統領との電話会談についての会見. 岸田文雄 · 7:53 · 安倍元総理の逝去について ...\u001b[0m\n",
"Thought:\u001b[32;1m\u001b[1;3m 確定した\n",
"Final Answer: 岸田文雄が今年の総理大臣です。\u001b[0m\n",
"\n",
"\u001b[1m> Finished chain.\u001b[0m\n"
]
}
]
}
]
}
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