{"id":4010,"date":"2024-06-03T16:42:38","date_gmt":"2024-06-03T08:42:38","guid":{"rendered":"https:\/\/www.aqwu.net\/wp\/?p=4010"},"modified":"2024-06-03T16:42:38","modified_gmt":"2024-06-03T08:42:38","slug":"%e9%9d%a2%e5%90%91%e5%88%9d%e5%ad%a6%e8%80%85%e7%9a%84%e7%94%9f%e6%88%90%e5%bc%8f-ai%ef%bc%88%e7%89%88%e6%9c%ac-2%ef%bc%89-%e8%af%be%e7%a8%8b%e8%ae%be%e7%bd%ae","status":"publish","type":"post","link":"https:\/\/www.aqwu.net\/wp\/?p=4010","title":{"rendered":"\u9762\u5411\u521d\u5b66\u8005\u7684\u751f\u6210\u5f0f AI\uff08\u7248\u672c 2\uff09- \u8bfe\u7a0b\u8bbe\u7f6e"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u672c\u8bfe\u7a0b\u662f\u5fae\u8f6f\u63d0\u4f9b\u768418\u8282AI\u5b66\u4e60\u8bfe\u7a0b\uff0c\u53c2\u8003\u8fde\u63a5\uff1a<a href=\"https:\/\/github.com\/microsoft\/generative-ai-for-beginners\">https:\/\/github.com\/microsoft\/generative-ai-for-beginners<\/a><\/p>\n\n\n\n<h1 class=\"wp-block-heading\">\u672c\u8bfe\u7a0b\u5165\u95e8<\/h1>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/github.com\/microsoft\/generative-ai-for-beginners\/blob\/main\/00-course-setup\/README.md?WT.mc_id=academic-105485-koreyst#getting-started-with-this-course\"><\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6211\u4eec\u5f88\u9ad8\u5174\u60a8\u80fd\u5f00\u59cb\u8fd9\u95e8\u8bfe\u7a0b\uff0c\u770b\u770b\u60a8\u4ece\u4e2d\u83b7\u5f97\u4ec0\u4e48\u7075\u611f\u6765\u6784\u5efa\u751f\u6210\u5f0f AI\uff01<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e3a\u786e\u4fdd\u60a8\u7684\u6210\u529f\uff0c\u672c\u9875\u6982\u8ff0\u4e86\u8bbe\u7f6e\u6b65\u9aa4\u3001\u6280\u672f\u8981\u6c42\u4ee5\u53ca\u5728\u9700\u8981\u65f6\u4ece\u4f55\u5904\u83b7\u5f97\u5e2e\u52a9\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u8bbe\u7f6e\u6b65\u9aa4<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/github.com\/microsoft\/generative-ai-for-beginners\/blob\/main\/00-course-setup\/README.md?WT.mc_id=academic-105485-koreyst#setup-steps\"><\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8981\u5f00\u59cb\u5b66\u4e60\u672c\u8bfe\u7a0b\uff0c\u60a8\u9700\u8981\u5b8c\u6210\u4ee5\u4e0b\u6b65\u9aa4\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1. \u5206\u53c9\u6b64 Repo<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/github.com\/microsoft\/generative-ai-for-beginners\/blob\/main\/00-course-setup\/README.md?WT.mc_id=academic-105485-koreyst#1-fork-this-repo\"><\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/github.com\/microsoft\/generative-ai-for-beginners\/fork?WT.mc_id=academic-105485-koreyst\">\u5c06\u6574\u4e2a\u5b58\u50a8\u5e93\u5206\u53c9<\/a>\u5230\u60a8\u81ea\u5df1\u7684 GitHub \u5e10\u6237\uff0c\u4ee5\u4fbf\u80fd\u591f\u66f4\u6539\u4efb\u4f55\u4ee3\u7801\u5e76\u5b8c\u6210\u6311\u6218\u3002\u60a8\u8fd8\u53ef\u4ee5<a href=\"https:\/\/docs.github.com\/en\/get-started\/exploring-projects-on-github\/saving-repositories-with-stars?WT.mc_id=academic-105485-koreyst\">\u4e3a\u6b64\u5b58\u50a8\u5e93\u52a0\u6ce8 \uff08\ud83c\udf1f\uff09 \u661f\u53f7<\/a>\uff0c\u4ee5\u4fbf\u66f4\u8f7b\u677e\u5730\u627e\u5230\u5b83\u548c\u76f8\u5173\u5b58\u50a8\u5e93\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2. \u521b\u5efa\u4ee3\u7801\u7a7a\u95f4<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/github.com\/microsoft\/generative-ai-for-beginners\/blob\/main\/00-course-setup\/README.md?WT.mc_id=academic-105485-koreyst#2-create-a-codespace\"><\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e3a\u4e86\u907f\u514d\u5728\u8fd0\u884c\u4ee3\u7801\u65f6\u51fa\u73b0\u4efb\u4f55\u4f9d\u8d56\u5173\u7cfb\u95ee\u9898\uff0c\u6211\u4eec\u5efa\u8bae\u5728&nbsp;<a href=\"https:\/\/github.com\/features\/codespaces?WT.mc_id=academic-105485-koreyst\">GitHub Codespaces<\/a>&nbsp;\u4e2d\u8fd0\u884c\u672c\u8bfe\u7a0b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u53ef\u4ee5\u901a\u8fc7\u9009\u62e9\u6b64\u5b58\u50a8\u5e93\u7684\u5206\u53c9\u7248\u672c\u4e0a\u7684\u9009\u9879\u5e76\u9009\u62e9<strong>\u201c\u4ee3\u7801\u7a7a\u95f4<\/strong>\u201d\u9009\u9879\u6765\u521b\u5efa\u3002<code>Code<\/code><\/p>\n\n\n\n<figure class=\"wp-block-image\"><a href=\"https:\/\/github.com\/microsoft\/generative-ai-for-beginners\/blob\/main\/00-course-setup\/images\/who-will-pay.webp?WT.mc_id=academic-105485-koreyst\" target=\"_blank\" rel=\"noreferrer noopener\"><img decoding=\"async\" src=\"https:\/\/github.com\/microsoft\/generative-ai-for-beginners\/raw\/main\/00-course-setup\/images\/who-will-pay.webp?WT.mc_id=academic-105485-koreyst\" alt=\"\u663e\u793a\u7528\u4e8e\u521b\u5efa\u4ee3\u7801\u7a7a\u95f4\u7684\u6309\u94ae\u7684\u5bf9\u8bdd\u6846\"\/><\/a><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">3. \u5b58\u50a8 API \u5bc6\u94a5<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/github.com\/microsoft\/generative-ai-for-beginners\/blob\/main\/00-course-setup\/README.md?WT.mc_id=academic-105485-koreyst#3-storing-your-api-keys\"><\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u6784\u5efa\u4efb\u4f55\u7c7b\u578b\u7684\u5e94\u7528\u7a0b\u5e8f\u65f6\uff0c\u786e\u4fdd API \u5bc6\u94a5\u7684\u5b89\u5168\u90fd\u5f88\u91cd\u8981\u3002\u6211\u4eec\u5efa\u8bae\u4e0d\u8981\u76f4\u63a5\u5728\u4ee3\u7801\u4e2d\u5b58\u50a8\u4efb\u4f55 API \u5bc6\u94a5\u3002\u5982\u679c\u4e0d\u826f\u884c\u4e3a\u8005\u4f7f\u7528\u8fd9\u4e9b\u8be6\u7ec6\u4fe1\u606f\uff0c\u5c06\u8fd9\u4e9b\u8be6\u7ec6\u4fe1\u606f\u63d0\u4ea4\u5230\u516c\u5171\u5b58\u50a8\u5e93\u53ef\u80fd\u4f1a\u5bfc\u81f4\u5b89\u5168\u95ee\u9898\uff0c\u751a\u81f3\u4f1a\u4ea7\u751f\u4e0d\u5fc5\u8981\u7684\u6210\u672c\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u5982\u4f55\u5728\u8ba1\u7b97\u673a\u4e0a\u672c\u5730\u8fd0\u884c<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/github.com\/microsoft\/generative-ai-for-beginners\/blob\/main\/00-course-setup\/README.md?WT.mc_id=academic-105485-koreyst#how-to-run-locally-on-your-computer\"><\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u82e5\u8981\u5728\u8ba1\u7b97\u673a\u4e0a\u672c\u5730\u8fd0\u884c\u4ee3\u7801\uff0c\u9700\u8981\u5b89\u88c5\u67d0\u4e2a\u7248\u672c\u7684&nbsp;<a href=\"https:\/\/www.python.org\/downloads\/?WT.mc_id=academic-105485-koreyst\">Python<\/a>\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u82e5\u8981\u4f7f\u7528\u5b58\u50a8\u5e93\uff0c\u9700\u8981\u514b\u9686\u5b83\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">git clone https:\/\/github.com\/microsoft\/generative-ai-for-beginners\ncd generative-ai-for-beginners<\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e00\u65e6\u4f60\u68c0\u67e5\u5b8c\u4e86\u6240\u6709\u4e1c\u897f\uff0c\u4f60\u5c31\u53ef\u4ee5\u5f00\u59cb\u4e86\uff01<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5b89\u88c5 Miniconda\uff08\u53ef\u9009\u6b65\u9aa4\uff09<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/github.com\/microsoft\/generative-ai-for-beginners\/blob\/main\/00-course-setup\/README.md?WT.mc_id=academic-105485-koreyst#installing-miniconda-optional-step\"><\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/conda.io\/en\/latest\/miniconda.html?WT.mc_id=academic-105485-koreyst\">Miniconda<\/a>&nbsp;\u662f\u4e00\u4e2a\u8f7b\u91cf\u7ea7\u5b89\u88c5\u7a0b\u5e8f\uff0c\u7528\u4e8e\u5b89\u88c5&nbsp;<a href=\"https:\/\/docs.conda.io\/en\/latest?WT.mc_id=academic-105485-koreyst\">Conda<\/a>\u3001Python \u4ee5\u53ca\u4e00\u4e9b\u8f6f\u4ef6\u5305\u3002 Conda \u672c\u8eab\u662f\u4e00\u4e2a\u5305\u7ba1\u7406\u5668\uff0c\u53ef\u4ee5\u8f7b\u677e\u5730\u5728\u4e0d\u540c\u7684 Python&nbsp;<a href=\"https:\/\/docs.python.org\/3\/tutorial\/venv.html?WT.mc_id=academic-105485-koreyst\"><strong>\u865a\u62df\u73af\u5883<\/strong><\/a>\u548c\u5305\u4e4b\u95f4\u8bbe\u7f6e\u548c\u5207\u6362\u3002\u5b83\u8fd8\u53ef\u4ee5\u6d3e\u4e0a\u7528\u573a\uff0c\u4ee5\u5b89\u88c5\u65e0\u6cd5\u901a\u8fc7 .<code>pip<\/code><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u60a8\u53ef\u4ee5\u6309\u7167&nbsp;<a href=\"https:\/\/docs.anaconda.com\/free\/miniconda\/#quick-command-line-install?WT.mc_id=academic-105485-koreyst\">MiniConda \u5b89\u88c5\u6307\u5357<\/a>\u8fdb\u884c\u8bbe\u7f6e\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b89\u88c5 Miniconda \u540e\uff0c\u60a8\u9700\u8981\u514b\u9686<a href=\"https:\/\/github.com\/microsoft\/generative-ai-for-beginners\/fork?WT.mc_id=academic-105485-koreyst\">\u5b58\u50a8\u5e93<\/a>\uff08\u5982\u679c\u5c1a\u672a\u514b\u9686\uff09<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u63a5\u4e0b\u6765\uff0c\u60a8\u9700\u8981\u521b\u5efa\u4e00\u4e2a\u865a\u62df\u73af\u5883\u3002\u82e5\u8981\u4f7f\u7528 Conda \u6267\u884c\u6b64\u64cd\u4f5c\uff0c\u8bf7\u7ee7\u7eed\u521b\u5efa\u65b0\u7684\u73af\u5883\u6587\u4ef6 \uff08<em>environment.yml<\/em>\uff09\u3002\u5982\u679c\u60a8\u7ee7\u7eed\u4f7f\u7528 Codespaces\uff0c\u8bf7\u5728\u76ee\u5f55\u4e2d\u521b\u5efa\u5b83\uff0c\u56e0\u6b64 .<code>.devcontainer<\/code><code>.devcontainer\/environment.yml<\/code><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7ee7\u7eed\u4f7f\u7528\u4ee5\u4e0b\u4ee3\u7801\u7247\u6bb5\u586b\u5145\u73af\u5883\u6587\u4ef6\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">name: &lt;environment-name&gt;\nchannels:\n - defaults\ndependencies:\n- python=&lt;python-version&gt;\n- openai\n- python-dotenv<\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u73af\u5883\u6587\u4ef6\u6307\u5b9a\u4e86\u6211\u4eec\u9700\u8981\u7684\u4f9d\u8d56\u9879\u3002 \u6307\u60a8\u8981\u7528\u4e8e Conda \u73af\u5883\u7684\u540d\u79f0\uff0c\u5e76\u4e14\u662f\u60a8\u8981\u4f7f\u7528\u7684 Python \u7248\u672c\uff0c\u4f8b\u5982\uff0c\u662f Python \u7684\u6700\u65b0\u4e3b\u8981\u7248\u672c\u3002<code>&lt;environment-name&gt;<\/code><code>&lt;python-version&gt;<\/code><code>3<\/code><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b8c\u6210\u6b64\u64cd\u4f5c\u540e\uff0c\u60a8\u53ef\u4ee5\u901a\u8fc7\u5728\u547d\u4ee4\u884c\/\u7ec8\u7aef\u4e2d\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u6765\u7ee7\u7eed\u521b\u5efa Conda \u73af\u5883<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">conda env create --name ai4beg --file .devcontainer\/environment.yml # .devcontainer sub path applies to only Codespace setups\nconda activate ai4beg<\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u9047\u5230\u4efb\u4f55\u95ee\u9898\uff0c\u8bf7\u53c2\u9605&nbsp;<a href=\"https:\/\/docs.conda.io\/projects\/conda\/en\/latest\/user-guide\/tasks\/manage-environments.html?WT.mc_id=academic-105485-koreyst\">Conda \u73af\u5883\u6307\u5357<\/a>\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5c06 Visual Studio Code \u4e0e Python \u652f\u6301\u6269\u5c55\u914d\u5408\u4f7f\u7528<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/github.com\/microsoft\/generative-ai-for-beginners\/blob\/main\/00-course-setup\/README.md?WT.mc_id=academic-105485-koreyst#using-visual-studio-code-with-the-python-support-extension\"><\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5efa\u8bae\u4f7f\u7528\u4e3a\u672c\u8bfe\u7a0b\u5b89\u88c5\u7684&nbsp;<a href=\"https:\/\/marketplace.visualstudio.com\/items?itemName=ms-python.python&amp;WT.mc_id=academic-105485-koreyst\">Python \u652f\u6301\u6269\u5c55<\/a>\u7684&nbsp;<a href=\"http:\/\/code.visualstudio.com\/?WT.mc_id=academic-105485-koreyst\">Visual Studio Code \uff08VS Code\uff09<\/a>&nbsp;\u7f16\u8f91\u5668\u3002\u7136\u800c\uff0c\u8fd9\u66f4\u50cf\u662f\u4e00\u9879\u5efa\u8bae\uff0c\u800c\u4e0d\u662f\u4e00\u9879\u660e\u786e\u7684\u8981\u6c42<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><strong>\u6ce8\u610f<\/strong>\uff1a\u901a\u8fc7\u5728 VS Code \u4e2d\u6253\u5f00\u8bfe\u7a0b\u5b58\u50a8\u5e93\uff0c\u53ef\u4ee5\u9009\u62e9\u5728\u5bb9\u5668\u4e2d\u8bbe\u7f6e\u9879\u76ee\u3002\u8fd9\u662f\u56e0\u4e3a\u5728\u8bfe\u7a0b\u5b58\u50a8\u5e93\u4e2d\u627e\u5230<a href=\"https:\/\/code.visualstudio.com\/docs\/devcontainers\/containers?itemName=ms-python.python&amp;WT.mc_id=academic-105485-koreyst\">\u7279\u6b8a\u7684&nbsp;<code>.devcontainer<\/code><\/a>&nbsp;\u76ee\u5f55\u3002\u7a0d\u540e\u4f1a\u8be6\u7ec6\u4ecb\u7ecd\u3002<\/p>\n<\/blockquote>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><strong>\u6ce8\u610f<\/strong>\uff1a\u5728 VS Code \u4e2d\u514b\u9686\u5e76\u6253\u5f00\u76ee\u5f55\u540e\uff0c\u5b83\u4f1a\u81ea\u52a8\u5efa\u8bae\u4f60\u5b89\u88c5 Python \u652f\u6301\u6269\u5c55\u3002<\/p>\n<\/blockquote>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><strong>\u6ce8\u610f<\/strong>\uff1a\u5982\u679c VS Code \u5efa\u8bae\u5728\u5bb9\u5668\u4e2d\u91cd\u65b0\u6253\u5f00\u5b58\u50a8\u5e93\uff0c\u8bf7\u5728\u5176\u4ed6\u5bb9\u5668\u4e2d\u62d2\u7edd\u6b64\u8bf7\u6c42\uff0c\u4ee5\u4f7f\u7528\u672c\u5730\u5b89\u88c5\u7684 Python \u7248\u672c\u3002<\/p>\n<\/blockquote>\n\n\n\n<h3 class=\"wp-block-heading\">\u5728\u6d4f\u89c8\u5668\u4e2d\u4f7f\u7528 Jupyter<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/github.com\/microsoft\/generative-ai-for-beginners\/blob\/main\/00-course-setup\/README.md?WT.mc_id=academic-105485-koreyst#using-jupyter-in-the-browser\"><\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u60a8\u8fd8\u53ef\u4ee5\u76f4\u63a5\u5728\u6d4f\u89c8\u5668\u4e2d\u4f7f\u7528&nbsp;<a href=\"https:\/\/jupyter.org\/?WT.mc_id=academic-105485-koreyst\">Jupyter \u73af\u5883<\/a>\u5904\u7406\u9879\u76ee\u3002\u7ecf\u5178\u7684 Jupyter \u548c&nbsp;<a href=\"https:\/\/jupyter.org\/hub?WT.mc_id=academic-105485-koreyst\">Jupyter Hub<\/a>&nbsp;\u90fd\u63d0\u4f9b\u4e86\u4e00\u4e2a\u76f8\u5f53\u6109\u5feb\u7684\u5f00\u53d1\u73af\u5883\uff0c\u5177\u6709\u81ea\u52a8\u5b8c\u6210\u3001\u4ee3\u7801\u7a81\u51fa\u663e\u793a\u7b49\u529f\u80fd\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8981\u5728\u672c\u5730\u542f\u52a8 Jupyter\uff0c\u8bf7\u8f6c\u5230\u7ec8\u7aef\/\u547d\u4ee4\u884c\uff0c\u5bfc\u822a\u5230\u8bfe\u7a0b\u76ee\u5f55\uff0c\u7136\u540e\u6267\u884c\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">jupyter notebook<\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u6216<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">jupyterhub<\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u5c06\u542f\u52a8\u4e00\u4e2a Jupyter \u5b9e\u4f8b\uff0c\u8bbf\u95ee\u5b83\u7684 URL \u5c06\u663e\u793a\u5728\u547d\u4ee4\u884c\u7a97\u53e3\u4e2d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bbf\u95ee URL \u540e\uff0c\u60a8\u5e94\u8be5\u4f1a\u770b\u5230\u8bfe\u7a0b\u5927\u7eb2\u5e76\u80fd\u591f\u5bfc\u822a\u5230\u4efb\u4f55\u6587\u4ef6\u3002\u4f8b\u5982\u3002<code>*.ipynb<\/code><code>08-building-search-applications\/python\/oai-solution.ipynb<\/code><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5728\u5bb9\u5668\u4e2d\u8fd0\u884c<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/github.com\/microsoft\/generative-ai-for-beginners\/blob\/main\/00-course-setup\/README.md?WT.mc_id=academic-105485-koreyst#running-in-a-container\"><\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u8ba1\u7b97\u673a\u6216\u4ee3\u7801\u7a7a\u95f4\u4e0a\u8bbe\u7f6e\u6240\u6709\u5185\u5bb9\u7684\u66ff\u4ee3\u65b9\u6cd5\u662f\u4f7f\u7528<a href=\"https:\/\/en.wikipedia.org\/wiki\/Containerization_(computing)?WT.mc_id=academic-105485-koreyst\">\u5bb9\u5668<\/a>\u3002\u8bfe\u7a0b\u5b58\u50a8\u5e93\u4e2d\u7684\u7279\u6b8a\u6587\u4ef6\u5939\u4f7f VS Code \u53ef\u4ee5\u5728\u5bb9\u5668\u4e2d\u8bbe\u7f6e\u9879\u76ee\u3002\u5728 Codespaces \u4e4b\u5916\uff0c\u8fd9\u5c06\u9700\u8981\u5b89\u88c5 Docker\uff0c\u5766\u7387\u5730\u8bf4\uff0c\u5b83\u6d89\u53ca\u4e00\u4e9b\u5de5\u4f5c\uff0c\u56e0\u6b64\u6211\u4eec\u53ea\u5411\u90a3\u4e9b\u6709\u4f7f\u7528\u5bb9\u5668\u7ecf\u9a8c\u7684\u4eba\u63a8\u8350\u5b83\u3002<code>.devcontainer<\/code><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f7f\u7528 GitHub Codespaces \u65f6\uff0c\u786e\u4fdd API \u5bc6\u94a5\u5b89\u5168\u7684\u6700\u4f73\u65b9\u6cd5\u4e4b\u4e00\u662f\u4f7f\u7528 Codespace Secrets\u3002\u8bf7\u6309\u7167&nbsp;<a href=\"https:\/\/docs.github.com\/en\/codespaces\/managing-your-codespaces\/managing-secrets-for-your-codespaces?WT.mc_id=academic-105485-koreyst\">Codespaces \u673a\u5bc6\u7ba1\u7406<\/a>\u6307\u5357\u4e86\u89e3\u8be6\u7ec6\u4fe1\u606f\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u8bfe\u7a0b\u548c\u6280\u672f\u8981\u6c42<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/github.com\/microsoft\/generative-ai-for-beginners\/blob\/main\/00-course-setup\/README.md?WT.mc_id=academic-105485-koreyst#lessons-and-technical-requirements\"><\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8be5\u8bfe\u7a0b\u6709 6 \u8282\u6982\u5ff5\u8bfe\u548c 6 \u8282\u7f16\u7801\u8bfe\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5bf9\u4e8e\u7f16\u7801\u8bfe\u7a0b\uff0c\u6211\u4eec\u4f7f\u7528\u7684\u662f Azure OpenAI \u670d\u52a1\u3002\u9700\u8981\u8bbf\u95ee Azure OpenAI \u670d\u52a1\u548c API \u5bc6\u94a5\u624d\u80fd\u8fd0\u884c\u6b64\u4ee3\u7801\u3002\u60a8\u53ef\u4ee5\u901a\u8fc7<a href=\"https:\/\/azure.microsoft.com\/products\/ai-services\/openai-service?WT.mc_id=academic-105485-koreyst\">\u5b8c\u6210\u6b64\u7533\u8bf7<\/a>\u6765\u7533\u8bf7\u83b7\u5f97\u8bbf\u95ee\u6743\u9650\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u7b49\u5f85\u5e94\u7528\u7a0b\u5e8f\u5904\u7406\u65f6\uff0c\u6bcf\u4e2a\u7f16\u7801\u8bfe\u7a0b\u8fd8\u5305\u62ec\u4e00\u4e2a\u6587\u4ef6\uff0c\u60a8\u53ef\u4ee5\u5728\u5176\u4e2d\u67e5\u770b\u4ee3\u7801\u548c\u8f93\u51fa\u3002<code>README.md<\/code><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u9996\u6b21\u4f7f\u7528 Azure OpenAI \u670d\u52a1<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/github.com\/microsoft\/generative-ai-for-beginners\/blob\/main\/00-course-setup\/README.md?WT.mc_id=academic-105485-koreyst#using-the-azure-openai-service-for-the-first-time\"><\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u8fd9\u662f\u4f60\u7b2c\u4e00\u6b21\u4f7f\u7528 Azure OpenAI \u670d\u52a1\uff0c\u8bf7\u6309\u7167\u672c\u6307\u5357\u4e86\u89e3\u5982\u4f55<a href=\"https:\/\/learn.microsoft.com\/azure\/ai-services\/openai\/how-to\/create-resource?pivots=web-portal&amp;WT.mc_id=academic-105485-koreyst\">\u521b\u5efa\u548c\u90e8\u7f72 Azure OpenAI \u670d\u52a1\u8d44\u6e90\u3002<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u9996\u6b21\u4f7f\u7528 OpenAI API<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/github.com\/microsoft\/generative-ai-for-beginners\/blob\/main\/00-course-setup\/README.md?WT.mc_id=academic-105485-koreyst#using-the-openai-api-for-the-first-time\"><\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u8fd9\u662f\u60a8\u7b2c\u4e00\u6b21\u4f7f\u7528 OpenAI API\uff0c\u8bf7\u6309\u7167\u6709\u5173\u5982\u4f55<a href=\"https:\/\/platform.openai.com\/docs\/quickstart?context=pythont&amp;WT.mc_id=academic-105485-koreyst\">\u521b\u5efa\u548c\u4f7f\u7528\u754c\u9762\u7684\u6307\u5357\u8fdb\u884c\u64cd\u4f5c\u3002<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u8ba4\u8bc6\u5176\u4ed6\u5b66\u4e60\u8005<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/github.com\/microsoft\/generative-ai-for-beginners\/blob\/main\/00-course-setup\/README.md?WT.mc_id=academic-105485-koreyst#meet-other-learners\"><\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6211\u4eec\u5728\u5b98\u65b9&nbsp;<a href=\"https:\/\/aka.ms\/genai-discord?WT.mc_id=academic-105485-koreyst\">AI \u793e\u533a Discord 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