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Gemini Pro Vision with LangChain on Google Colaboratory
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| { | |
| "nbformat": 4, | |
| "nbformat_minor": 0, | |
| "metadata": { | |
| "colab": { | |
| "provenance": [] | |
| }, | |
| "kernelspec": { | |
| "name": "python3", | |
| "display_name": "Python 3" | |
| }, | |
| "language_info": { | |
| "name": "python" | |
| } | |
| }, | |
| "cells": [ | |
| { | |
| "cell_type": "markdown", | |
| "source": [ | |
| "# ライブラリのインストール" | |
| ], | |
| "metadata": { | |
| "id": "5Urlcaq0nwkp" | |
| } | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 2, | |
| "metadata": { | |
| "colab": { | |
| "base_uri": "https://localhost:8080/" | |
| }, | |
| "id": "TUHXfOALnkNd", | |
| "outputId": "36d23099-c0f1-4ac5-859f-21929c889bef" | |
| }, | |
| "outputs": [ | |
| { | |
| "output_type": "stream", | |
| "name": "stdout", | |
| "text": [ | |
| "\u001b[?25l \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m0.0/803.6 kB\u001b[0m \u001b[31m?\u001b[0m eta \u001b[36m-:--:--\u001b[0m\r\u001b[2K \u001b[91m━━━━━━━━\u001b[0m\u001b[91m╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m174.1/803.6 kB\u001b[0m \u001b[31m5.4 MB/s\u001b[0m eta \u001b[36m0:00:01\u001b[0m\r\u001b[2K \u001b[91m━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[91m╸\u001b[0m\u001b[90m━━━━━━━━━━━\u001b[0m \u001b[32m573.4/803.6 kB\u001b[0m \u001b[31m8.6 MB/s\u001b[0m eta \u001b[36m0:00:01\u001b[0m\r\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m803.6/803.6 kB\u001b[0m \u001b[31m8.1 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", | |
| "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m229.6/229.6 kB\u001b[0m \u001b[31m9.6 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", | |
| "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m1.6/1.6 MB\u001b[0m \u001b[31m13.7 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", | |
| "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m49.3/49.3 kB\u001b[0m \u001b[31m4.6 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", | |
| "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m49.4/49.4 kB\u001b[0m \u001b[31m5.1 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", | |
| "\u001b[?25h" | |
| ] | |
| } | |
| ], | |
| "source": [ | |
| "!pip install -U --quiet langchain-google-genai langchain" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "source": [ | |
| "# APIキーの設定\n", | |
| "\n", | |
| "https://makersuite.google.com/?hl=ja" | |
| ], | |
| "metadata": { | |
| "id": "u5iVTebWqbw_" | |
| } | |
| }, | |
| { | |
| "cell_type": "code", | |
| "source": [ | |
| "import os\n", | |
| "\n", | |
| "os.environ[\"GOOGLE_API_KEY\"] = \"***************************************\"" | |
| ], | |
| "metadata": { | |
| "id": "873KsCbzo1xK" | |
| }, | |
| "execution_count": 32, | |
| "outputs": [] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "source": [ | |
| "# テキスト問い合わせ" | |
| ], | |
| "metadata": { | |
| "id": "tcLe1Y_MhD_v" | |
| } | |
| }, | |
| { | |
| "cell_type": "code", | |
| "source": [ | |
| "from langchain_core.messages import HumanMessage\n", | |
| "from langchain_google_genai import ChatGoogleGenerativeAI\n", | |
| "\n", | |
| "llm = ChatGoogleGenerativeAI(model=\"gemini-pro\")\n", | |
| "result = llm.invoke(\"LangChainについて教えて\")\n", | |
| "print(result.content)" | |
| ], | |
| "metadata": { | |
| "id": "z4exl2qNqY3g", | |
| "colab": { | |
| "base_uri": "https://localhost:8080/" | |
| }, | |
| "outputId": "23239947-81ba-4f5b-996c-7f3e7045da79" | |
| }, | |
| "execution_count": 33, | |
| "outputs": [ | |
| { | |
| "output_type": "stream", | |
| "name": "stdout", | |
| "text": [ | |
| "LangChainとは、自然言語を理解し、生成することができる人工知能モデルの開発を目指したプロジェクトです。このプロジェクトは、機械学習や自然言語処理の分野で最先端の研究を進めているGoogle AIによって進められています。\n", | |
| "\n", | |
| "LangChainは、自然言語を理解するために、いくつかの異なるニューラルネットワークを組み合わせた構造をしています。この構造は、自然言語を構成する文法や意味を理解するために役立ちます。また、LangChainは、自然言語を生成するためにも使用されます。自然言語を生成するためには、ランダムなテキストを生成するニューラルネットワークと、生成されたテキストを文法的に正しいものにするためのニューラルネットワークを組み合わせた構造が使用されます。\n", | |
| "\n", | |
| "LangChainは、自然言語を理解し、生成するための強力なツールです。このプロジェクトは、機械翻訳や音声認識、チャットボットなど、様々な分野での応用が期待されています。\n", | |
| "\n", | |
| "LangChainの主な特徴は以下の通りです。\n", | |
| "\n", | |
| "* **複数のニューラルネットワークを組み合わせた構造:** LangChainは、自然言語を理解し、生成するために、複数のニューラルネットワークを組み合わせた構造をしています。この構造は、自然言語を構成する文法や意味を理解するために役立ちます。\n", | |
| "* **ランダムなテキストを生成するニューラルネットワーク:** LangChainは、自然言語を生成するためには、ランダムなテキストを生成するニューラルネットワークを使用します。このニューラルネットワークは、学習したデータから、新しいテキストを生成することができます。\n", | |
| "* **生成されたテキストを文法的に正しいものにするためのニューラルネットワーク:** LangChainは、生成されたテキストを文法的に正しいものにするためのニューラルネットワークも使用します。このニューラルネットワークは、学習したデータから、生成されたテキストの文法的な誤りを修正することができます。\n", | |
| "\n", | |
| "LangChainは、自然言語を理解し、生成するための強力なツールです。このプロジェクトは、機械翻訳や音声認識、チャットボットなど、様々な分野での応用が期待されています。\n" | |
| ] | |
| } | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "source": [ | |
| "# 画像を使ったマルチモーダル問い合わせ" | |
| ], | |
| "metadata": { | |
| "id": "DWFAWuvEhBkn" | |
| } | |
| }, | |
| { | |
| "cell_type": "code", | |
| "source": [ | |
| "from PIL import Image\n", | |
| "from IPython.display import display\n", | |
| "\n", | |
| "file_path = './kaigi_sagyouin_smile.png'\n", | |
| "\n", | |
| "image = Image.open(file_path)\n", | |
| "display(image)\n", | |
| "\n", | |
| "llm = ChatGoogleGenerativeAI(model=\"gemini-pro-vision\")\n", | |
| "\n", | |
| "message = HumanMessage(\n", | |
| " content=[\n", | |
| " {\n", | |
| " \"type\": \"text\",\n", | |
| " \"text\": \"何人の人がいますか?\",\n", | |
| " },\n", | |
| " {\"type\": \"image_url\", \"image_url\": file_path},\n", | |
| " ]\n", | |
| ")\n", | |
| "\n", | |
| "result = llm.invoke([message])\n", | |
| "print(result.content)" | |
| ], | |
| "metadata": { | |
| "colab": { | |
| "base_uri": "https://localhost:8080/", | |
| "height": 434 | |
| }, | |
| "id": "YRIyyu3phObl", | |
| "outputId": "dbf4aa52-e9bb-4cdc-a062-92a4560fc4c5" | |
| }, | |
| "execution_count": 34, | |
| "outputs": [ | |
| { | |
| "output_type": "display_data", | |
| "data": { | |
| "text/plain": [ | |
| "<PIL.PngImagePlugin.PngImageFile image mode=RGBA size=376x400>" | |
| ], | |
| "image/png": 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\n" | |
| }, | |
| "metadata": {} | |
| }, | |
| { | |
| "output_type": "stream", | |
| "name": "stdout", | |
| "text": [ | |
| " 5人です。\n" | |
| ] | |
| } | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "source": [ | |
| "# レシートを読み取ってJSON形式にする\n", | |
| "https://free-icons.net/money030/" | |
| ], | |
| "metadata": { | |
| "id": "7SWsoTB6spu6" | |
| } | |
| }, | |
| { | |
| "cell_type": "code", | |
| "source": [ | |
| "from langchain_core.output_parsers import JsonOutputParser\n", | |
| "import requests\n", | |
| "import json\n", | |
| "import io\n", | |
| "\n", | |
| "parser = JsonOutputParser()\n", | |
| "\n", | |
| "llm = ChatGoogleGenerativeAI(model=\"gemini-pro-vision\")\n", | |
| "chain = llm | parser\n", | |
| "\n", | |
| "url = \"https://free-icons.net/wp-content/uploads/2021/03/money030.png\"\n", | |
| "image = Image.open(io.BytesIO(requests.get(url).content))\n", | |
| "display(image)\n", | |
| "\n", | |
| "message = HumanMessage(\n", | |
| " content=[\n", | |
| " {\n", | |
| " \"type\": \"text\",\n", | |
| " \"text\": \"画像内のデータに適切な構造を与えてJSON文字列にしてください。\",\n", | |
| " },\n", | |
| " {\"type\": \"image_url\", \"image_url\": url},\n", | |
| " ]\n", | |
| ")\n", | |
| "\n", | |
| "receipt_json = chain.invoke([message])\n", | |
| "\n", | |
| "print(json.dumps(receipt_json, indent=2, ensure_ascii=False))" | |
| ], | |
| "metadata": { | |
| "colab": { | |
| "base_uri": "https://localhost:8080/", | |
| "height": 1000 | |
| }, | |
| "id": "nebn7R2lsyoq", | |
| "outputId": "014c07ac-8b30-41e8-b150-62a4204cf07f" | |
| }, | |
| "execution_count": 35, | |
| "outputs": [ | |
| { | |
| "output_type": "display_data", | |
| "data": { | |
| "text/plain": [ | |
| "<PIL.PngImagePlugin.PngImageFile image mode=P size=500x500>" | |
| ], | |
| "image/png": 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\n" | |
| }, | |
| "metadata": {} | |
| }, | |
| { | |
| "output_type": "stream", | |
| "name": "stdout", | |
| "text": [ | |
| "{\n", | |
| " \"store\": \"スーパーマーケット\",\n", | |
| " \"business_hours\": \"10:00-21:00\",\n", | |
| " \"tel\": \"000-0000-0000\",\n", | |
| " \"items\": [\n", | |
| " {\n", | |
| " \"name\": \"ニンジン\",\n", | |
| " \"price\": 100\n", | |
| " },\n", | |
| " {\n", | |
| " \"name\": \"たまねぎ\",\n", | |
| " \"price\": 500\n", | |
| " },\n", | |
| " {\n", | |
| " \"name\": \"牛肉\",\n", | |
| " \"price\": 150\n", | |
| " },\n", | |
| " {\n", | |
| " \"name\": \"レタス\",\n", | |
| " \"price\": 200\n", | |
| " },\n", | |
| " {\n", | |
| " \"name\": \"牛乳\",\n", | |
| " \"price\": 1000\n", | |
| " }\n", | |
| " ],\n", | |
| " \"total\": 1050,\n", | |
| " \"tax\": 50\n", | |
| "}\n" | |
| ] | |
| } | |
| ] | |
| } | |
| ] | |
| } |
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