{"id":4236,"date":"2024-05-23T16:14:36","date_gmt":"2024-05-23T07:14:36","guid":{"rendered":"https:\/\/aiacademy.jp\/media\/?p=4236"},"modified":"2025-06-10T17:33:12","modified_gmt":"2025-06-10T08:33:12","slug":"%e3%80%90%e5%88%9d%e5%bf%83%e8%80%85%e5%90%91%e3%81%91%e3%80%91langchain%e3%81%a8%e3%81%af%ef%bc%9f%e4%bd%bf%e3%81%84%e6%96%b9%e3%81%a8python%e3%81%ae%e3%82%b5%e3%83%b3%e3%83%97%e3%83%ab%e3%82%b3","status":"publish","type":"post","link":"https:\/\/aiacademy.jp\/media\/?p=4236","title":{"rendered":"\u3010\u521d\u5fc3\u8005\u5411\u3051\u3011LangChain\u3068\u306f\uff1f\u4f7f\u3044\u65b9\u3068Python\u306e\u30b5\u30f3\u30d7\u30eb\u30b3\u30fc\u30c9\u3092\u7528\u3044\u3066\u89e3\u8aac\uff01"},"content":{"rendered":"\n<div class=\"toc\">    <div id=\"toc_container\" class=\"sgb-toc--no-bullets js-smooth-scroll\" data-dialog-title=\"Table of Contents\">\n      <p class=\"toc_title\">\u76ee\u6b21 <\/p>\n      <ul class=\"toc_list\">  <li class=\"first\">    <a href=\"#i-0\">\u306f\u3058\u3081\u306b<\/a>  <\/li>  <li>    <a href=\"#i-1\">LangChain\u3068\u306f<\/a>  <\/li>  <li>    <a href=\"#i-2\">OpenAI API\u3092\u4f7f\u3046\u305f\u3081\u306e\u6e96\u5099<\/a>  <\/li>  <li>    <a href=\"#i-3\">langchain, openai\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/a>  <\/li>  <li>    <a href=\"#i-4\">\u30c8\u30fc\u30af\u30f3\u3092\u74b0\u5883\u5909\u6570\u306b\u8a2d\u5b9a<\/a>  <\/li>  <li>    <a href=\"#i-5\">\u5b9f\u88c5\u3057\u3001\u56de\u7b54\u3092\u53d6\u5f97\u3057\u3066\u307f\u305f<\/a>  <\/li>  <li>    <a href=\"#i-6\">\u2728\u751f\u6210AI\u30b3\u30fc\u30b9 \u53d7\u8b1b\u304a\u7533\u8fbc\u307f\u53d7\u4ed8\u4e2d<\/a>  <\/li>  <li>    <a href=\"#i-7\">\u2728LINE\u53cb\u3060\u3061\u9650\u5b9a\uff1a\u300c\u52d5\u753b\u30d7\u30e9\u30f3\u300d\u53d7\u8b1b\u304a\u7533\u8fbc\u307f\u53d7\u4ed8\u4e2d\uff01<\/a>  <\/li>  <li>    <a href=\"#i-8\">\ud83c\udf81\u3061\u3087\u3063\u3068\u3072\u3068\u606f ! \u696d\u52d9\u3084\u5b66\u7fd2\u306b\u5f79\u7acb\u3064\u30e9\u30a4\u30d6\u30e9\u30ea\u30fc\u3092\u30d7\u30ec\u30bc\u30f3\u30c8 !<\/a>  <\/li>  <li class=\"last\">    <a href=\"#i-9\">AI\u30b9\u30ad\u30eb\u3092\u52b9\u7387\u3088\u304f\u8eab\u306b\u3064\u3051\u308b\u306b\u306f<\/a>  <\/li><\/ul>\n      \n    <\/div><\/div><div class=\"toc\"><p><\/p>\n<\/div><h2 class=\"wp-block-heading\" id=\"i-0\">\u306f\u3058\u3081\u306b<\/h2>\n\n\n\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001LangChain\u3092\u7528\u3044\u3066\u8907\u96d1\u306a\u51e6\u7406\u3092\u7528\u610f\u3057\u3001\u751f\u6210AI\u3078\u306e\u8cea\u554f\u542b\u3081\u56de\u7b54\u3092\u5f97\u308b\u3068\u3053\u308d\u307e\u3067\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u524d\u63d0\u3068\u3057\u3066\u3001Python\u306e\u300clangchain\u300d\u300clangchain_openai\u300d\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u7528\u3044\u307e\u3059\u306e\u3067\u3001\u8a18\u4e8b\u3092\u8aad\u307f\u9032\u3081\u308b\u524d\u306b\u3001OpenAI\u306eAPI\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u4f5c\u6210\u3057\u3066\u304a\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4eca\u56de\u306fGoogle Colabratory\uff08\u4ee5\u4e0b\u3001Colab\u3068\u7565\u8a18\uff09\u3092\u74b0\u5883\u3068\u3057\u3066\u4f7f\u3063\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p><span class=\"keiko_green\">\u3053\u306e\u30b5\u30a4\u30c8\u306f\u3001Python\u3084\u751f\u6210AI\u306a\u3069\u3092\u5b66\u3079\u308b\u30aa\u30f3\u30e9\u30a4\u30f3\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30af\u30fc\u30eb AI Academy Bootcamp\u304c\u904b\u55b6\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-1\">LangChain\u3068\u306f<\/h2>\n\n\n\n<p>LangChain\u306f\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u3092\u5229\u7528\u3057\u305f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a\u306e\u305f\u3081\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3059\u3002<\/p>\n\n\n\n<p>Python\u53ca\u3073JavaScript\u3067\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p><a href=\"https:\/\/github.com\/langchain-ai\/langchain\" rel=\"nofollow noopener\" target=\"_blank\">https:\/\/github.com\/langchain-ai\/langchain<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/github.com\/langchain-ai\/langchainjs\" rel=\"nofollow noopener\" target=\"_blank\">https:\/\/github.com\/langchain-ai\/langchainjs<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-2\">OpenAI API\u3092\u4f7f\u3046\u305f\u3081\u306e\u6e96\u5099<\/h2>\n\n\n\n<p>\u307e\u305a\u306f\u4ee5\u4e0b\u306eURL\u3088\u308a\u3001API KEY\u3092\u767a\u884c\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p><a href=\"https:\/\/beta.openai.com\/account\/api-keys\" rel=\"nofollow noopener\" target=\"_blank\">https:\/\/beta.openai.com\/account\/api-keys<\/a><\/p>\n\n\n\n<p><img loading=\"lazy\" decoding=\"async\" width=\"602\" height=\"309\" src=\"https:\/\/lh7-us.googleusercontent.com\/JRf--33iIZtfe1q3K-y3Y4iF2IV_z5kpYFeIm-gPnLMQbKDbMdV81fPONmVcl6njOrZD1iAxi43uPYYfrwFxFtY6XiVbTXL_j5jXb9c5AkfT4rr1Kfj3f7OotYKZrSegiukdmAW-F4TSfon1H2853lg\"><\/p>\n\n\n\n<p>\u300c\uff0bCreate new secret key\u300d\u3088\u308aAPI Key\u3092\u767a\u884c\u3057\u307e\u3059\u3002\u767a\u884c\u3057\u305fAPI Key\u306f\u4fdd\u7ba1\u3057\u3066\u304a\u3044\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-3\">langchain, openai\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h2>\n\n\n<div id=\"id-688e8467-3841-48c6-ae73-756d4c5b62a5\">\n<figure class=\"wp-block-table\"><table><tbody><tr><td>!pip install langchain langchain_openai<\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div>\n\n\n<h2 class=\"wp-block-heading\" id=\"i-4\">\u30c8\u30fc\u30af\u30f3\u3092\u74b0\u5883\u5909\u6570\u306b\u8a2d\u5b9a<\/h2>\n\n\n\n<p>Colab\u753b\u9762\u53f3\u5074\u306e\u30b7\u30fc\u30af\u30ec\u30c3\u30c8\u306b\u3001OpenAI\u304b\u3089\u53d6\u5f97\u3057\u305f\u30c8\u30fc\u30af\u30f3\u3092\u30bb\u30c3\u30c8\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u672c\u8a18\u4e8b\u3067\u306f `openai_api_key` \u3068\u3044\u3046\u540d\u524d\u3067\u767b\u9332\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/lh7-us.googleusercontent.com\/LTlRiPjKRJBQSmnA9kiHlotCdZ0flkLEyr_bcTMLX6rGanM3aeu0My54A9L13IH3ksPTgli-V-Q7VfmRQiuu6GXA87nthYIFNkyFiS5bxCOTg2dPscWYuZSITPmgLN7wag7gXLO4CHMOjFqDK7KJef0\" alt=\"\"><\/figure>\n\n\n\n<p>\u30b7\u30fc\u30af\u30ec\u30c3\u30c8\u306e `openai_api_key` \u3092\u3001\u74b0\u5883\u5909\u6570\u306b\u8a2d\u5b9a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>OpenAI\u3092\u4f7f\u7528\u3059\u308b\u306b\u3042\u305f\u308a\u3001 `OPENAI_API_KEY` \u3068\u3044\u3046\u74b0\u5883\u5909\u6570\u304c\u53c2\u7167\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n<div id=\"id-48757c1a-0468-4083-97c2-c656c220ff62\">\n<figure class=\"wp-block-table\"><table><tbody><tr><td>import os<br>from google.colab import userdata<br>os.environ[\u201cOPENAI_API_KEY\u201d] = userdata.get(\u201copenai_api_key\u201d)<\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div>\n\n\n<h2 class=\"wp-block-heading\" id=\"i-5\">\u5b9f\u88c5\u3057\u3001\u56de\u7b54\u3092\u53d6\u5f97\u3057\u3066\u307f\u305f<\/h2>\n\n\n<div id=\"id-6ec48088-f65a-4f0d-9d29-a5270084cdb6\">\n<figure class=\"wp-block-table\"><table><tbody><tr><td>from langchain_openai import ChatOpenAI<br><br>chatOpenAi = ChatOpenAI()<br>chatOpenAi.invoke(\u201c\u56fd\u4f1a\u56f3\u66f8\u9928\u306f\u3001\u6771\u4eac\u306e\u3069\u3053\u306b\u4f4d\u7f6e\u3057\u3066\u3044\u307e\u3059\u304b\uff1f\u201d)<\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div>\n\n\n<p>\u5b9f\u969b\u306b\u5f97\u3089\u308c\u305f\u56de\u7b54\u4f8b\uff08\u672c\u6587\u306e\u307f\u629c\u7c8b\uff09<\/p>\n\n\n<div id=\"id-d7ee9a84-3c21-4c33-b09f-afd14160bb28\">\n<figure class=\"wp-block-table\"><table><tbody><tr><td>\u56fd\u4f1a\u56f3\u66f8\u9928\u306f\u3001\u6771\u4eac\u90fd\u5343\u4ee3\u7530\u533a\u306e\u6c38\u7530\u753a\u306b\u4f4d\u7f6e\u3057\u3066\u3044\u307e\u3059\u3002<\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div>\n\n\n<h2 class=\"wp-block-heading\" id=\"i-6\">\u2728\u751f\u6210AI\u30b3\u30fc\u30b9 \u53d7\u8b1b\u304a\u7533\u8fbc\u307f\u53d7\u4ed8\u4e2d<\/h2>\n\n\n\n<p>\u751f\u6210AI\u306e\u6982\u8981\u3084ChatGPT\u306e\u57fa\u790e\u64cd\u4f5c\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u57fa\u790e\u304b\u3089\u5b9f\u8df5\u307e\u3067\u5b66\u3079\u307e\u3059\u3002\u6f14\u7fd2\u8ab2\u984c\u3092\u901a\u3058\u3066\u3001\u3054\u81ea\u8eab\u306e\u696d\u52d9\u306b\u9069\u3057\u305f\u30d7\u30ed\u30f3\u30d7\u30c8\u3084\u30c4\u30fc\u30eb\u3092\u4f5c\u6210\u3057\u3001\u751f\u6210AI\u3092\u696d\u52d9\u306b\u6d3b\u7528\u3067\u304d\u308b\u30b9\u30ad\u30eb\u304c\u8eab\u306b\u3064\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u53d7\u8b1b\u7279\u5178<\/strong>\uff1a\u53d7\u8b1b\u671f\u9593\u4e2d\u300159\u7a2e\u985e\u306e\u5145\u5b9f\u3057\u305fAI Academy\u306e\u30aa\u30ea\u30b8\u30ca\u30eb\u30c6\u30ad\u30b9\u30c8\u3092\u4f7f\u3044\u306a\u304c\u3089\u5b66\u3093\u3067\u3044\u305f\u3060\u3051\u307e\u3059\u3002 \u4f8b\uff09\u300c\u6a5f\u68b0\u5b66\u7fd2\u306b\u5fc5\u8981\u306a\u6570\u5b66\u7de8\u300d\u300c\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u7406\u8ad6\u3068\u5b9f\u88c5\u7de8\u300d\u300c\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u7de8\u300d\u300c\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u5165\u9580\u7de8\u300d\u306a\u3069<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/lin.ee\/3E4GzWk\" target=\"_blank\" rel=\"noreferrer noopener nofollow\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"347\" src=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2019\/11\/\u751f\u6210AI_\u30a6\u30a7\u30d3\u30ca\u30fc_0310-1024x347.png\" alt=\"\" class=\"wp-image-6652\" srcset=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2019\/11\/\u751f\u6210AI_\u30a6\u30a7\u30d3\u30ca\u30fc_0310-1024x347.png 1024w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2019\/11\/\u751f\u6210AI_\u30a6\u30a7\u30d3\u30ca\u30fc_0310-300x102.png 300w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2019\/11\/\u751f\u6210AI_\u30a6\u30a7\u30d3\u30ca\u30fc_0310-768x260.png 768w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2019\/11\/\u751f\u6210AI_\u30a6\u30a7\u30d3\u30ca\u30fc_0310-1536x521.png 1536w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2019\/11\/\u751f\u6210AI_\u30a6\u30a7\u30d3\u30ca\u30fc_0310-2048x694.png 2048w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2019\/11\/\u751f\u6210AI_\u30a6\u30a7\u30d3\u30ca\u30fc_0310-940x319.png 940w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\"><\/a><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-7\">\u2728LINE\u53cb\u3060\u3061\u9650\u5b9a\uff1a\u300c\u52d5\u753b\u30d7\u30e9\u30f3\u300d\u53d7\u8b1b\u304a\u7533\u8fbc\u307f\u53d7\u4ed8\u4e2d\uff01<\/h2>\n\n\n\n<p><strong> <span class=\"sgb-label-main-c\">AI Academy Bootcamp LINE\u516c\u5f0f<\/span><\/strong> \u3067\u306f\u3001AI\u30ea\u30c6\u30e9\u30b7\u30fc\u304b\u3089Python\u3001\u30c7\u30fc\u30bf\u5206\u6790\u3001Web\u958b\u767a\u307e\u3067\u5b66\u3079\u308b\u300c\u52d5\u753b\u30d7\u30e9\u30f3\u300d\u3092\u3054\u7528\u610f\uff01\u3055\u3089\u306b\u304a\u5f97\u306a\u5272\u5f15\u30af\u30fc\u30dd\u30f3\u3082\u30d7\u30ec\u30bc\u30f3\u30c8\u3057\u3066\u3044\u307e\u3059\uff01<\/p>\n\n\n\n<p><strong>\u5358\u72ec\u3067\u5b66\u3076\u3088\u308a\u3001\u5168\u30b3\u30fc\u30b9\u3092\u4e00\u6c17\u306b\u5b66\u3076\u3053\u3068\u3067\u5f97\u3089\u308c\u308b\u300c\u5b66\u7fd2\u30b7\u30ca\u30b8\u30fc\u52b9\u679c\u300d\u304c\u7279\u9577\u3002<\/strong><br>\u57fa\u790e\u304b\u3089\u5fdc\u7528\u307e\u3067\u3001\u30c7\u30fc\u30bf\u5206\u6790\u3068AI\u958b\u767a\u306e\u30b9\u30ad\u30eb\u3092\u52b9\u7387\u3088\u304f\u8eab\u306b\u3064\u3051\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"349\" src=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2019\/11\/\u30af\u30fc\u30dd\u30f3Media06-1024x349.png\" alt=\"\" class=\"wp-image-7228\" srcset=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2019\/11\/\u30af\u30fc\u30dd\u30f3Media06-1024x349.png 1024w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2019\/11\/\u30af\u30fc\u30dd\u30f3Media06-300x102.png 300w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2019\/11\/\u30af\u30fc\u30dd\u30f3Media06-768x261.png 768w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2019\/11\/\u30af\u30fc\u30dd\u30f3Media06-1536x523.png 1536w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2019\/11\/\u30af\u30fc\u30dd\u30f3Media06-2048x697.png 2048w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2019\/11\/\u30af\u30fc\u30dd\u30f3Media06-940x320.png 940w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\"><\/figure>\n\n\n\n<p><strong><span class=\"keiko_green\">\u300c\u52d5\u753b\u30d7\u30e9\u30f3\u300d\u306e\u304a\u3059\u3059\u3081\u30dd\u30a4\u30f3\u30c8\u3092\u4ee5\u4e0b\u306e\u52d5\u753b\u3067\u7d39\u4ecb\u3057\u3066\u3044\u307e\u3059\uff01<\/span><\/strong><\/p>\n\n\n\n<figure class=\"wp-block-video\" style=\"max-width: 50%; margin: 0;\">\n    <video id=\"promo_video_03\" data-video-id=\"promo_video_03\" controls src=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2025\/01\/media_movie_250116.mp4\" style=\"width: 100%; height: auto;\">\n    <\/video>\n<\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p><span class=\"keiko_green\"><strong>\u52d5\u753b\u30d7\u30e9\u30f3\u3092\u53d7\u8b1b\u3055\u308c\u305f\u65b9\u306e\u30ea\u30a2\u30eb\u306a\u30ec\u30d3\u30e5\u30fc\u3067\u3059\u3002<\/strong>\u53d7\u8b1b\u3092\u3054\u691c\u8a0e\u4e2d\u306e\u65b9\u3001\u305c\u3072\u30c1\u30a7\u30c3\u30af\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\uff01<\/span><\/p>\n\n\n\n<figure class=\"wp-block-video\" style=\"max-width: 50%; margin: 0;\">\n    <video id=\"promo_video_04\" data-video-id=\"promo_video_04\" controls src=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2025\/01\/media_movie_review_spring.mp4\" style=\"width: 100%; height: auto;\">\n    <\/video>\n<\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-8\">\ud83c\udf81\u3061\u3087\u3063\u3068\u3072\u3068\u606f ! \u696d\u52d9\u3084\u5b66\u7fd2\u306b\u5f79\u7acb\u3064\u30e9\u30a4\u30d6\u30e9\u30ea\u30fc\u3092\u30d7\u30ec\u30bc\u30f3\u30c8 !<\/h2>\n\n\n\n<p>\u30aa\u30f3\u30e9\u30a4\u30f3\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30af\u30fc\u30eb\u306e<strong><span class=\"sgb-label-main-c\">AI Academy Bootcamp LINE\u516c\u5f0f\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u30fc<\/span><\/strong>\u3067\u306f<span class=\"keiko_green\">\u7121\u6599\u52d5\u753b\u3001\u8b1b\u5ea7\u3001\u6700\u65b0\u6280\u8853\u8cc7\u6599\u306a\u3069\u3001\u5b66\u7fd2\u3084\u696d\u52d9\u306b\u5f79\u7acb\u3064\u79c0\u9038\u306a\u6559\u6750\u3084\u5b9f\u8df5\u7684\u306a\u30ea\u30bd\u30fc\u30b9\u3092\u8c4a\u5bcc\u306b\u53d6\u308a\u63c3\u3048\u3066\u3044\u307e\u3059\uff01<\/span>\u6bce\u9031\u65b0\u3057\u3044\u30b3\u30f3\u30c6\u30f3\u30c4\u3082\u66f4\u65b0\u4e2d\u3067\u3059\u3002LINE\u53cb\u3060\u3061\u767b\u9332\u3067\u30d7\u30ec\u30bc\u30f3\u30c8\u3057\u307e\u3059\u3002\u305c\u3072\u3054\u6d3b\u7528\u304f\u3060\u3055\u3044\uff01<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><a href=\"https:\/\/lin.ee\/3E4GzWk\" target=\"_blank\" rel=\"noreferrer noopener nofollow\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"709\" src=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2024\/11\/library_media_coupon-1024x709.png\" alt=\"\" class=\"wp-image-5719\" style=\"width:608px;height:auto\" srcset=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2024\/11\/library_media_coupon-1024x709.png 1024w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2024\/11\/library_media_coupon-300x208.png 300w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2024\/11\/library_media_coupon-768x532.png 768w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2024\/11\/library_media_coupon-1536x1064.png 1536w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2024\/11\/library_media_coupon-2048x1418.png 2048w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2024\/11\/library_media_coupon-940x651.png 940w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\"><\/a><\/figure>\n\n\n\n<p><span class=\"keiko_green\">LINE Library\u3067\u4eba\u6c17 \u306e\ud83c\udf81\u3067\u3059\u3002<\/span><\/p>\n\n\n\n<p><span class=\"keiko_green\"><strong>\u3010\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u81ea\u52d5\u751f\u6210\u3059\u308bGPTs<\/strong>\u3011<\/span>\u300c\u30c7\u30fc\u30bf\u8981\u7d04\u3068\u5206\u6790\u30d7\u30ed\u30f3\u30d7\u30c8\u300d\u3084\u300c\u30a2\u30af\u30b7\u30e7\u30f3\u30d7\u30e9\u30f3\u63d0\u6848\u30d7\u30ed\u30f3\u30d7\u30c8\u300d\u306a\u3069\u3092\u7c21\u5358\u306b\u4f5c\u6210\u53ef\u80fd\u3067\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u30c7\u30fc\u30bf\u306e\u8981\u7d04\u3084\u9867\u5ba2\u30ec\u30dd\u30fc\u30c8\u306e\u5206\u6790\u7d50\u679c\u304b\u3089\u6b21\u306e\u30b9\u30c6\u30c3\u30d7\u3092\u8a2d\u8a08\u3059\u308b\u969b\u306b\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4f5c\u6210\u3057\u305f\u30d7\u30ed\u30f3\u30d7\u30c8\u3092LangChain\u306b\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3068\u3057\u3066\u7d44\u307f\u8fbc\u3081\u3070\u3001\u751f\u6210AI\u306e\u529b\u3092\u6700\u5927\u9650\u306b\u5f15\u304d\u51fa\u305b\u307e\u3059\u3002\u8cc7\u6599\u3092\u4f7f\u3063\u3066\u3001\u52b9\u7387\u7684\u306a\u958b\u767a\u3092\u5b9f\u73fe\u3057\u307e\u3057\u3087\u3046\uff01\u696d\u52d9\u3067\u5f79\u7acb\u3064AI Academy\u30aa\u30ea\u30b8\u30ca\u30eb\u30d7\u30ed\u30f3\u30d7\u30c8\u3082\u3042\u308f\u305b\u3066\u3054\u7d39\u4ecb\u3057\u3066\u3044\u307e\u3059\u2728<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><a href=\"https:\/\/lin.ee\/3E4GzWk\" target=\"_blank\" rel=\"noreferrer noopener nofollow\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"484\" src=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2024\/11\/\u8cc7\u6599\u4e00\u90e8_\u30d7\u30ed\u30f3\u30d7\u30c8-1-1024x484.png\" alt=\"\" class=\"wp-image-5548\" style=\"width:603px;height:auto\" srcset=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2024\/11\/\u8cc7\u6599\u4e00\u90e8_\u30d7\u30ed\u30f3\u30d7\u30c8-1-1024x484.png 1024w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2024\/11\/\u8cc7\u6599\u4e00\u90e8_\u30d7\u30ed\u30f3\u30d7\u30c8-1-300x142.png 300w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2024\/11\/\u8cc7\u6599\u4e00\u90e8_\u30d7\u30ed\u30f3\u30d7\u30c8-1-768x363.png 768w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2024\/11\/\u8cc7\u6599\u4e00\u90e8_\u30d7\u30ed\u30f3\u30d7\u30c8-1-1536x726.png 1536w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2024\/11\/\u8cc7\u6599\u4e00\u90e8_\u30d7\u30ed\u30f3\u30d7\u30c8-1-2048x968.png 2048w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2024\/11\/\u8cc7\u6599\u4e00\u90e8_\u30d7\u30ed\u30f3\u30d7\u30c8-1-940x444.png 940w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\"><\/a><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-9\">AI\u30b9\u30ad\u30eb\u3092\u52b9\u7387\u3088\u304f\u8eab\u306b\u3064\u3051\u308b\u306b\u306f<\/h2>\n\n\n\n<p><a href=\"https:\/\/aiacademy.jp\/bootcamp\" target=\"_blank\" rel=\"noreferrer noopener\">AI Academy Bootcamp<\/a> \u3067\u306f<strong><span class=\"keiko_blue\">AI\u30fb\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3001\u6a5f\u68b0\u5b66\u7fd2\u306e\u5b9f\u8df5\u529b\u3092\u9ad8\u3081\u308b50\u6642\u9593\u4ee5\u4e0a\u306e\u52d5\u753b\u304c\u898b\u653e\u984c\uff01<\/span><\/strong>AI\u306e\u5b66\u7fd2\u306b\u5fc5\u9808\u306ePython\u306e\u5b66\u7fd2\u304b\u3089\u59cb\u307e\u308a\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u30fb\u6a5f\u68b0\u5b66\u7fd2\u306a\u3069\u3001\u76ee\u7684\u306b\u5fdc\u3058\u305f\u5e45\u5e83\u3044\u5206\u91ce\u3092\u30ab\u30d0\u30fc\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/aiacademy.jp\/bootcamp\/?reaf=26136988214100068\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"536\" src=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-03-30-23.04.52-1024x536-3.jpg\" alt=\"\" class=\"wp-image-4238\" srcset=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-03-30-23.04.52-1024x536-3.jpg 1024w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-03-30-23.04.52-1024x536-3-300x157.jpg 300w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-03-30-23.04.52-1024x536-3-768x402.jpg 768w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-03-30-23.04.52-1024x536-3-940x492.jpg 940w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\"><\/a><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>\u76ee\u6b21 \u306f\u3058\u3081\u306b LangChain\u3068\u306f OpenAI API\u3092\u4f7f\u3046\u305f\u3081\u306e\u6e96\u5099 langchain, openai\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb \u30c8\u30fc\u30af\u30f3\u3092\u74b0\u5883\u5909\u6570\u306b\u8a2d\u5b9a \u5b9f\u88c5\u3057\u3001\u56de\u7b54\u3092\u53d6\u5f97\u3057\u3066\u307f\u305f \u2728\u751f\u6210AI\u30b3\u30fc\u30b9 \u53d7\u8b1b\u304a\u7533\u8fbc\u307f\u53d7\u4ed8\u4e2d  &#8230; <\/p>\n","protected":false},"author":1,"featured_media":5865,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[85,206],"tags":[],"class_list":{"0":"post-4236","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-python","8":"category-206"},"_links":{"self":[{"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=\/wp\/v2\/posts\/4236","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=4236"}],"version-history":[{"count":27,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=\/wp\/v2\/posts\/4236\/revisions"}],"predecessor-version":[{"id":7523,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=\/wp\/v2\/posts\/4236\/revisions\/7523"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=\/wp\/v2\/media\/5865"}],"wp:attachment":[{"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4236"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4236"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4236"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}