{"id":32130,"date":"2025-07-05T17:43:16","date_gmt":"2025-07-05T09:43:16","guid":{"rendered":"https:\/\/www.kdjingpai.com\/?p=32130"},"modified":"2025-07-05T17:44:05","modified_gmt":"2025-07-05T09:44:05","slug":"gemini-fullstack-langgraph","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/en\/gemini-fullstack-langgraph\/","title":{"rendered":"Gemini Fullstack LangGraph\uff1a\u57fa\u4e8eGemini\u548cLangGraph\u7684\u667a\u80fd\u7814\u7a76\u5168\u6808\u5e94\u7528"},"content":{"rendered":"<p><code>gemini-fullstack-langgraph-quickstart<\/code> \u662f\u4e00\u4e2a\u7531\u8c37\u6b4c\u5f00\u6e90\u7684\u793a\u4f8b\u9879\u76ee\uff0c\u5c55\u793a\u5982\u4f55\u4f7f\u7528\u8c37\u6b4c\u7684Gemini\u6a21\u578b\u548cLangGraph\u6846\u67b6\u6784\u5efa\u4e00\u4e2a\u5168\u6808\u667a\u80fd\u7814\u7a76\u5e94\u7528\u3002\u524d\u7aef\u4f7f\u7528React\u63d0\u4f9b\u7528\u6237\u754c\u9762\uff0c\u540e\u7aef\u901a\u8fc7LangGraph\u9a71\u52a8\u7684\u667a\u80fd\u4ee3\u7406\u5b8c\u6210\u590d\u6742\u7684\u7814\u7a76\u4efb\u52a1\u3002\u8fd9\u4e2a\u9879\u76ee\u80fd\u6839\u636e\u7528\u6237\u8f93\u5165\u751f\u6210\u641c\u7d22\u67e5\u8be2\uff0c\u901a\u8fc7\u8c37\u6b4c\u641c\u7d22API\u83b7\u53d6\u7f51\u9875\u4fe1\u606f\uff0c\u5206\u6790\u4fe1\u606f\u7f3a\u53e3\u5e76\u8fed\u4ee3\u4f18\u5316\uff0c\u6700\u7ec8\u8f93\u51fa\u5e26\u5f15\u7528\u7684\u8be6\u7ec6\u7b54\u6848\u3002\u9879\u76ee\u9002\u5408\u5f00\u53d1\u8005\u5b66\u4e60\u5982\u4f55\u7ed3\u5408\u5927\u8bed\u8a00\u6a21\u578b\u548c\u5f00\u6e90\u6846\u67b6\uff0c\u6253\u9020\u4e00\u4e2a\u652f\u6301\u52a8\u6001\u7814\u7a76\u548c\u5bf9\u8bdd\u7684AI\u5e94\u7528\u3002\u5b83\u5f3a\u8c03\u900f\u660e\u7684\u7814\u7a76\u8fc7\u7a0b\uff0c\u9002\u5408\u9700\u8981\u6df1\u5165\u7814\u7a76\u6216\u9a8c\u8bc1\u4fe1\u606f\u7684\u573a\u666f\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-32131\" title=\"Gemini Fullstack LangGraph:\u57fa\u4e8eGemini\u548cLangGraph\u7684\u667a\u80fd\u7814\u7a76\u5168\u6808\u5e94\u7528-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/07\/ac7e3344024a78f.jpg\" alt=\"Gemini Fullstack LangGraph:\u57fa\u4e8eGemini\u548cLangGraph\u7684\u667a\u80fd\u7814\u7a76\u5168\u6808\u5e94\u7528-1\" width=\"1788\" height=\"1244\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/07\/ac7e3344024a78f.jpg 1788w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/07\/ac7e3344024a78f-1536x1069.jpg 1536w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/07\/ac7e3344024a78f-18x12.jpg 18w\" sizes=\"auto, (max-width: 1788px) 100vw, 1788px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li><strong>\u52a8\u6001\u67e5\u8be2\u751f\u6210<\/strong>\uff1a\u57fa\u4e8e\u7528\u6237\u8f93\u5165\uff0cGemini\u6a21\u578b\u751f\u6210\u76f8\u5173\u641c\u7d22\u67e5\u8be2\u3002<\/li>\n<li><strong>\u7f51\u9875\u4fe1\u606f\u68c0\u7d22<\/strong>\uff1a\u901a\u8fc7\u8c37\u6b4c\u641c\u7d22API\u83b7\u53d6\u5b9e\u65f6\u7f51\u9875\u6570\u636e\u3002<\/li>\n<li><strong>\u53cd\u601d\u4e0e\u4f18\u5316<\/strong>\uff1a\u4ee3\u7406\u5206\u6790\u641c\u7d22\u7ed3\u679c\uff0c\u8bc6\u522b\u4fe1\u606f\u7f3a\u53e3\uff0c\u8fed\u4ee3\u4f18\u5316\u67e5\u8be2\u3002<\/li>\n<li><strong>\u7b54\u6848\u5408\u6210\u4e0e\u5f15\u7528<\/strong>\uff1a\u7efc\u5408\u6536\u96c6\u7684\u4fe1\u606f\uff0c\u751f\u6210\u5e26\u7f51\u9875\u5f15\u7528\u7684\u8be6\u7ec6\u7b54\u6848\u3002<\/li>\n<li><strong>\u5168\u6808\u67b6\u6784<\/strong>\uff1aReact\u524d\u7aef\u63d0\u4f9b\u4ea4\u4e92\u754c\u9762\uff0cFastAPI\u540e\u7aef\u5904\u7406\u590d\u6742\u903b\u8f91\u3002<\/li>\n<li><strong>\u547d\u4ee4\u884c\u7814\u7a76<\/strong>\uff1a\u652f\u6301\u901a\u8fc7\u547d\u4ee4\u884c\u5feb\u901f\u8fd0\u884c\u5355\u6b21\u7814\u7a76\u4efb\u52a1\u3002<\/li>\n<li><strong>\u5b9e\u65f6\u6d41\u5f0f\u8f93\u51fa<\/strong>\uff1a\u4f7f\u7528Redis\u5b9e\u73b0\u540e\u53f0\u4efb\u52a1\u7684\u5b9e\u65f6\u6570\u636e\u6d41\u3002<\/li>\n<li><strong>\u72b6\u6001\u6301\u4e45\u5316<\/strong>\uff1aPostgres\u6570\u636e\u5e93\u5b58\u50a8\u4ee3\u7406\u72b6\u6001\u3001\u7ebf\u7a0b\u548c\u957f\u671f\u8bb0\u5fc6\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3>\u5b89\u88c5\u6d41\u7a0b<\/h3>\n<p>\u8981\u4f7f\u7528<code>gemini-fullstack-langgraph-quickstart<\/code>\uff0c\u9700\u8981\u5b8c\u6210\u4ee5\u4e0b\u5b89\u88c5\u6b65\u9aa4\uff0c\u786e\u4fdd\u73af\u5883\u914d\u7f6e\u6b63\u786e\u3002\u4ee5\u4e0b\u662f\u8be6\u7ec6\u7684\u5b89\u88c5\u548c\u8fd0\u884c\u6307\u5357\uff1a<\/p>\n<ol>\n<li><strong>\u514b\u9686\u9879\u76ee\u4ed3\u5e93<\/strong><br \/>\n\u5728\u7ec8\u7aef\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\uff0c\u514b\u9686\u9879\u76ee\u5230\u672c\u5730\uff1a<\/p>\n<pre><code>git clone https:\/\/github.com\/google-gemini\/gemini-fullstack-langgraph-quickstart.git\r\ncd gemini-fullstack-langgraph-quickstart\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u83b7\u53d6API\u5bc6\u94a5<\/strong>\n<ul>\n<li><strong>Gemini API\u5bc6\u94a5<\/strong>\uff1a\u8bbf\u95ee<a href=\"https:\/\/aistudio.google.com\/\">Google AI Studio<\/a>\uff0c\u6ce8\u518c\u5e76\u751f\u6210Gemini API\u5bc6\u94a5\u3002<\/li>\n<li><strong>LangSmith API\u5bc6\u94a5<\/strong>\uff08\u53ef\u9009\uff09\uff1a\u8bbf\u95ee<a href=\"https:\/\/www.langsmith.com\/\">LangSmith\u5b98\u7f51<\/a>\uff0c\u6ce8\u518c\u5e76\u751f\u6210\u5bc6\u94a5\uff0c\u7528\u4e8e\u8c03\u8bd5\u548c\u89c2\u5bdf\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u914d\u7f6e\u73af\u5883\u53d8\u91cf<\/strong><br \/>\n\u8fdb\u5165<code>backend<\/code>\u76ee\u5f55\uff0c\u521b\u5efa<code>.env<\/code>\u6587\u4ef6\u5e76\u6dfb\u52a0API\u5bc6\u94a5\uff1a<\/p>\n<pre><code>cd backend\r\necho 'GEMINI_API_KEY=\"YOUR_ACTUAL_API_KEY\"' &gt; .env\r\necho 'LANGSMITH_API_KEY=\"YOUR_ACTUAL_LANGSMITH_API_KEY\"' &gt;&gt; .env\r\n<\/code><\/pre>\n<p>\u5c06<code>YOUR_ACTUAL_API_KEY<\/code>\u66ff\u6362\u4e3a\u5b9e\u9645\u7684Gemini API\u5bc6\u94a5\uff0c<code>YOUR_ACTUAL_LANGSMITH_API_KEY<\/code>\u66ff\u6362\u4e3aLangSmith\u5bc6\u94a5\uff08\u5982\u679c\u4f7f\u7528\uff09\u3002<\/li>\n<li><strong>\u5b89\u88c5\u540e\u7aef\u4f9d\u8d56<\/strong><br \/>\n\u5728<code>backend<\/code>\u76ee\u5f55\u4e0b\uff0c\u5b89\u88c5Python\u4f9d\u8d56\uff1a<\/p>\n<pre><code>pip install .\r\n<\/code><\/pre>\n<p>\u786e\u4fddPython\u7248\u672c\u4e3a3.8\u6216\u4ee5\u4e0a\uff0c\u4e14<code>pip<\/code>\u6307\u5411\u6b63\u786e\u7248\u672c\u3002<\/li>\n<li><strong>\u5b89\u88c5\u524d\u7aef\u4f9d\u8d56<\/strong><br \/>\n\u8fd4\u56de\u9879\u76ee\u6839\u76ee\u5f55\uff0c\u8fdb\u5165<code>frontend<\/code>\u76ee\u5f55\uff0c\u5b89\u88c5Node.js\u4f9d\u8d56\uff1a<\/p>\n<pre><code>cd ..\/frontend\r\nnpm install\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u8fd0\u884c\u5f00\u53d1\u670d\u52a1\u5668<\/strong>\n<ul>\n<li><strong>\u540c\u65f6\u8fd0\u884c\u524d\u540e\u7aef<\/strong>\uff1a\u5728\u9879\u76ee\u6839\u76ee\u5f55\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\uff0c\u542f\u52a8\u524d\u540e\u7aef\u5f00\u53d1\u670d\u52a1\u5668\uff1a\n<pre><code>npm run dev\r\n<\/code><\/pre>\n<p>\u524d\u7aef\u9ed8\u8ba4\u8fd0\u884c\u5728<code>http:\/\/localhost:5173\/app<\/code>\uff0c\u540e\u7aefAPI\u8fd0\u884c\u5728<code>http:\/\/127.0.0.1:2024<\/code>\u3002<\/li>\n<li><strong>\u5355\u72ec\u8fd0\u884c\u540e\u7aef<\/strong>\uff1a\u5728<code>backend<\/code>\u76ee\u5f55\u8fd0\u884c\uff1a\n<pre><code><a href=\"https:\/\/www.kdjingpai.com\/en\/langgraph\/\">langgraph<\/a> dev\r\n<\/code><\/pre>\n<p>\u8fd9\u4f1a\u542f\u52a8\u540e\u7aef\u670d\u52a1\u5e76\u6253\u5f00LangGraph UI\u3002<\/li>\n<li><strong>\u5355\u72ec\u8fd0\u884c\u524d\u7aef<\/strong>\uff1a\u5728<code>frontend<\/code>\u76ee\u5f55\u8fd0\u884c\uff1a\n<pre><code>npm run dev\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u4f7f\u7528Docker\u90e8\u7f72\uff08\u53ef\u9009\uff09<\/strong><br \/>\n\u5982\u679c\u5e0c\u671b\u901a\u8fc7Docker\u8fd0\u884c\uff0c\u9700\u5148\u5b89\u88c5Docker\u548cDocker Compose\u3002\u7136\u540e\u6267\u884c\uff1a<\/p>\n<pre><code>docker build -t gemini-fullstack-langgraph -f Dockerfile .\r\nGEMINI_API_KEY=&lt;your_gemini_api_key&gt; LANGSMITH_API_KEY=&lt;your_langsmith_api_key&gt; docker-compose up\r\n<\/code><\/pre>\n<p>\u5e94\u7528\u8fd0\u884c\u540e\uff0c\u8bbf\u95ee<code>http:\/\/localhost:8123\/app<\/code>\u67e5\u770b\u754c\u9762\u3002<\/li>\n<\/ol>\n<h3>\u529f\u80fd\u64cd\u4f5c\u6d41\u7a0b<\/h3>\n<h4>1. \u901a\u8fc7Web\u754c\u9762\u8fdb\u884c\u7814\u7a76<\/h4>\n<ul>\n<li><strong>\u8bbf\u95ee\u524d\u7aef<\/strong>\uff1a\u6253\u5f00\u6d4f\u89c8\u5668\uff0c\u8bbf\u95ee<code>http:\/\/localhost:5173\/app<\/code>\u3002<\/li>\n<li><strong>\u8f93\u5165\u67e5\u8be2<\/strong>\uff1a\u5728\u8f93\u5165\u6846\u4e2d\u8f93\u5165\u7814\u7a76\u95ee\u9898\uff0c\u4f8b\u5982\u201c2025\u5e74\u53ef\u518d\u751f\u80fd\u6e90\u7684\u6700\u65b0\u8d8b\u52bf\u201d\u3002<\/li>\n<li><strong>\u67e5\u770b\u7814\u7a76\u8fc7\u7a0b<\/strong>\uff1a\u63d0\u4ea4\u540e\uff0c\u754c\u9762\u4f1a\u663e\u793a\u4ee3\u7406\u7684\u6bcf\u4e00\u6b65\u64cd\u4f5c\uff0c\u5305\u62ec\u751f\u6210\u67e5\u8be2\u3001\u641c\u7d22\u7f51\u9875\u3001\u5206\u6790\u7ed3\u679c\u7b49\u3002<\/li>\n<li><strong>\u83b7\u53d6\u7b54\u6848<\/strong>\uff1a\u6700\u7ec8\u7b54\u6848\u4f1a\u4ee5\u6587\u672c\u5f62\u5f0f\u663e\u793a\uff0c\u5305\u542b\u5f15\u7528\u7684\u7f51\u9875\u94fe\u63a5\u3002<\/li>\n<\/ul>\n<h4>2. \u901a\u8fc7\u547d\u4ee4\u884c\u8fdb\u884c\u5feb\u901f\u7814\u7a76<\/h4>\n<ul>\n<li>\u5728<code>backend<\/code>\u76ee\u5f55\u8fd0\u884c\uff1a\n<pre><code>python examples\/cli_research.py \"\u4f60\u7684\u7814\u7a76\u95ee\u9898\"\r\n<\/code><\/pre>\n<\/li>\n<li>\u4ee3\u7406\u4f1a\u76f4\u63a5\u5728\u7ec8\u7aef\u8f93\u51fa\u7814\u7a76\u7ed3\u679c\u548c\u5f15\u7528\uff0c\u9002\u5408\u5feb\u901f\u9a8c\u8bc1\u3002<\/li>\n<\/ul>\n<h4>3. \u5b9e\u65f6\u6d41\u5f0f\u8f93\u51fa<\/h4>\n<ul>\n<li>\u9879\u76ee\u4f7f\u7528Redis\u4f5c\u4e3a\u53d1\u5e03-\u8ba2\u9605\u7ecf\u7eaa\u4eba\uff0c\u786e\u4fdd\u540e\u53f0\u4efb\u52a1\u7684\u5b9e\u65f6\u8f93\u51fa\u3002\u9700\u8981\u5728\u672c\u5730\u5b89\u88c5Redis\u5e76\u786e\u4fdd\u5176\u8fd0\u884c\u3002<\/li>\n<li>\u914d\u7f6eRedis\uff1a\u5728<code>.env<\/code>\u6587\u4ef6\u4e2d\u6dfb\u52a0Redis\u8fde\u63a5\u4fe1\u606f\uff08\u9ed8\u8ba4\u4f7f\u7528<code>redis:\/\/localhost:6379<\/code>\uff09\u3002<\/li>\n<li>\u6d41\u5f0f\u8f93\u51fa\u4f1a\u5728Web\u754c\u9762\u6216\u7ec8\u7aef\u5b9e\u65f6\u663e\u793a\u7814\u7a76\u8fdb\u5ea6\u3002<\/li>\n<\/ul>\n<h4>4. \u6570\u636e\u6301\u4e45\u5316<\/h4>\n<ul>\n<li>\u9879\u76ee\u4f7f\u7528Postgres\u5b58\u50a8\u4ee3\u7406\u72b6\u6001\u548c\u7ebf\u7a0b\u4fe1\u606f\u3002\u9700\u8981\u5728\u672c\u5730\u5b89\u88c5Postgres\u5e76\u914d\u7f6e\u8fde\u63a5\uff1a\n<pre><code>echo 'DATABASE_URL=\"postgresql:\/\/user:password@localhost:5432\/dbname\"' &gt;&gt; .env\r\n<\/code><\/pre>\n<\/li>\n<li>\u6570\u636e\u5e93\u4f1a\u8bb0\u5f55\u6bcf\u6b21\u7814\u7a76\u7684\u4e0a\u4e0b\u6587\uff0c\u4fbf\u4e8e\u957f\u671f\u8bb0\u5fc6\u548c\u72b6\u6001\u7ba1\u7406\u3002<\/li>\n<\/ul>\n<h3>\u6ce8\u610f\u4e8b\u9879<\/h3>\n<ul>\n<li>\u786e\u4fdd\u7f51\u7edc\u8fde\u63a5\u7a33\u5b9a\uff0c\u56e0\u4e3a\u4ee3\u7406\u9700\u8981\u901a\u8fc7\u8c37\u6b4c\u641c\u7d22API\u83b7\u53d6\u5b9e\u65f6\u6570\u636e\u3002<\/li>\n<li>\u5982\u679c\u9047\u5230API\u5bc6\u94a5\u9519\u8bef\uff0c\u68c0\u67e5<code>.env<\/code>\u6587\u4ef6\u662f\u5426\u6b63\u786e\u914d\u7f6e\u3002<\/li>\n<li>\u9879\u76ee\u9700\u8981\u5927\u91cf\u8ba1\u7b97\u8d44\u6e90\uff0c\u5efa\u8bae\u5728\u6027\u80fd\u8f83\u597d\u7684\u8bbe\u5907\u4e0a\u8fd0\u884c\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u5e94\u7528\u573a\u666f<\/h2>\n<ol>\n<li><strong>\u5b66\u672f\u7814\u7a76<\/strong><br \/>\n\u7814\u7a76\u4eba\u5458\u53ef\u4ee5\u4f7f\u7528\u8be5\u5e94\u7528\u5feb\u901f\u6536\u96c6\u67d0\u9886\u57df\u7684\u6700\u65b0\u4fe1\u606f\u3002\u4f8b\u5982\uff0c\u8f93\u5165\u201c\u91cf\u5b50\u8ba1\u7b97\u7684\u6700\u65b0\u8fdb\u5c55\u201d\uff0c\u4ee3\u7406\u4f1a\u751f\u6210\u76f8\u5173\u67e5\u8be2\uff0c\u641c\u7d22\u5b66\u672f\u8d44\u6e90\u5e76\u6574\u7406\u7b54\u6848\uff0c\u9644\u4e0a\u53ef\u9760\u6765\u6e90\u94fe\u63a5\u3002<\/li>\n<li><strong>\u5546\u4e1a\u60c5\u62a5\u5206\u6790<\/strong><br \/>\n\u4f01\u4e1a\u5206\u6790\u5e08\u53ef\u5229\u7528\u8be5\u5de5\u5177\u7814\u7a76\u5e02\u573a\u8d8b\u52bf\u6216\u7ade\u4e89\u5bf9\u624b\u52a8\u6001\u3002\u4f8b\u5982\uff0c\u8f93\u5165\u201c2025\u5e74\u7535\u52a8\u8f66\u5e02\u573a\u8d8b\u52bf\u201d\uff0c\u5e94\u7528\u4f1a\u63d0\u4f9b\u8be6\u7ec6\u62a5\u544a\u548c\u6570\u636e\u6765\u6e90\u3002<\/li>\n<li><strong>\u6559\u80b2\u8f85\u52a9<\/strong><br \/>\n\u5b66\u751f\u548c\u6559\u5e08\u53ef\u901a\u8fc7\u8be5\u5de5\u5177\u5feb\u901f\u9a8c\u8bc1\u4fe1\u606f\u6216\u51c6\u5907\u8bfe\u7a0b\u6750\u6599\u3002\u4f8b\u5982\uff0c\u8f93\u5165\u201c\u6c14\u5019\u53d8\u5316\u7684\u5f71\u54cd\u201d\uff0c\u53ef\u83b7\u5f97\u5e26\u5f15\u7528\u7684\u7efc\u5408\u7b54\u6848\uff0c\u9002\u5408\u8bfe\u5802\u8ba8\u8bba\u3002<\/li>\n<li><strong>\u6280\u672f\u5f00\u53d1\u53c2\u8003<\/strong><br \/>\n\u5f00\u53d1\u8005\u53ef\u5b66\u4e60\u5982\u4f55\u7ed3\u5408Gemini\u6a21\u578b\u548cLangGraph\u6846\u67b6\uff0c\u6784\u5efa\u7c7b\u4f3c\u7684\u7814\u7a76\u4ee3\u7406\uff0c\u63a2\u7d22AI\u9a71\u52a8\u7684\u5e94\u7528\u5f00\u53d1\u3002<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<h2>QA<\/h2>\n<ol>\n<li><strong>\u9700\u8981\u54ea\u4e9bAPI\u5bc6\u94a5\u624d\u80fd\u8fd0\u884c\u9879\u76ee\uff1f<\/strong><br \/>\n\u5fc5\u987b\u63d0\u4f9bGemini API\u5bc6\u94a5\uff0c\u53ef\u4eceGoogle AI Studio\u83b7\u53d6\u3002LangSmith API\u5bc6\u94a5\u4e3a\u53ef\u9009\uff0c\u7528\u4e8e\u8c03\u8bd5\u548c\u89c2\u5bdf\u3002<\/li>\n<li><strong>\u5982\u4f55\u67e5\u770b\u4ee3\u7406\u7684\u7814\u7a76\u8fc7\u7a0b\uff1f<\/strong><br \/>\n\u5728Web\u754c\u9762\u4e2d\uff0c\u63d0\u4ea4\u67e5\u8be2\u540e\uff0c\u754c\u9762\u4f1a\u5b9e\u65f6\u663e\u793a\u4ee3\u7406\u7684\u6bcf\u4e00\u6b65\u64cd\u4f5c\uff0c\u5305\u62ec\u67e5\u8be2\u751f\u6210\u3001\u7f51\u9875\u641c\u7d22\u548c\u53cd\u601d\u8fc7\u7a0b\u3002<\/li>\n<li><strong>\u9879\u76ee\u652f\u6301\u54ea\u4e9b\u7f16\u7a0b\u8bed\u8a00\uff1f<\/strong><br \/>\n\u540e\u7aef\u4f7f\u7528Python\uff08LangGraph\u548cFastAPI\uff09\uff0c\u524d\u7aef\u4f7f\u7528JavaScript\uff08React\uff09\u3002Docker\u7528\u4e8e\u90e8\u7f72\u3002<\/li>\n<li><strong>\u662f\u5426\u652f\u6301\u79bb\u7ebf\u8fd0\u884c\uff1f<\/strong><br \/>\n\u4e0d\u652f\u6301\u5b8c\u5168\u79bb\u7ebf\u8fd0\u884c\uff0c\u56e0\u4e3a\u4ee3\u7406\u9700\u8981\u901a\u8fc7\u8c37\u6b4c\u641c\u7d22API\u83b7\u53d6\u5b9e\u65f6\u7f51\u9875\u6570\u636e\u3002<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>gemini-fullstack-langgraph-quickstart \u662f\u4e00\u4e2a\u7531\u8c37\u6b4c\u5f00\u6e90\u7684\u793a\u4f8b\u9879\u76ee\uff0c\u5c55\u793a\u5982\u4f55\u4f7f\u7528\u8c37\u6b4c\u7684Gemini\u6a21\u578b\u548cLangGraph\u6846\u67b6\u6784\u5efa\u4e00\u4e2a\u5168\u6808\u667a\u80fd\u7814\u7a76\u5e94\u7528\u3002\u524d\u7aef\u4f7f\u7528React\u63d0\u4f9b\u7528\u6237\u754c\u9762\uff0c\u540e\u7aef\u901a\u8fc7LangGr&#8230;<\/p>\n","protected":false},"author":1,"featured_media":62363,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20,419,427],"tags":[230,389],"class_list":["post-32130","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tool","category-ai-learning","category-research-assistant","tag-aikaiyuanxiangmu","tag-shengchengshenduyanjiuao"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/posts\/32130","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/comments?post=32130"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/posts\/32130\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/media\/62363"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/media?parent=32130"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/categories?post=32130"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/tags?post=32130"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}