{"id":653312,"date":"2025-10-29T09:37:38","date_gmt":"2025-10-29T08:37:38","guid":{"rendered":"https:\/\/blog.jetbrains.com\/?post_type=kotlin&#038;p=653312"},"modified":"2025-10-29T09:37:42","modified_gmt":"2025-10-29T08:37:42","slug":"the-kotlin-ai-stack-build-ai-agents-with-koog-code-smarter-with-junie-and-more","status":"publish","type":"kotlin","link":"https:\/\/blog.jetbrains.com\/zh-hans\/kotlin\/2025\/10\/the-kotlin-ai-stack-build-ai-agents-with-koog-code-smarter-with-junie-and-more\/","title":{"rendered":"Kotlin AI \u6280\u672f\u6808\uff1a\u4f7f\u7528 Koog \u6784\u5efa AI \u667a\u80fd\u4f53\uff0c\u4f7f\u7528 Junie \u66f4\u667a\u80fd\u5730\u7f16\u7801\uff0c\u7b49\u7b49"},"content":{"rendered":"\n<p>AI \u6b63\u5728\u6539\u53d8\u6211\u4eec\u6784\u5efa\u8f6f\u4ef6\u7684\u65b9\u5f0f\uff0c\u800c Kotlin \u5df2\u51c6\u5907\u597d\u8fce\u63a5\u8fd9\u4e00\u53d8\u9769 \uff0c\u5b83\u65e2\u80fd\u52a9\u529b\u5f00\u53d1\u8005\u6253\u9020 AI \u8d4b\u80fd\u7684\u5e94\u7528\uff0c\u53c8\u80fd\u901a\u8fc7\u57fa\u4e8e AI \u7684\u5de5\u5177\u63d0\u5347\u5f00\u53d1\u8005\u4f53\u9a8c\u3002<\/p>\n\n\n\n<p>\u672c\u6587\u5c06\u4ece\u4e24\u4e2a\u89d2\u5ea6\u5c55\u5f00\u63a2\u8ba8\uff1a\u4e00\u65b9\u9762\u662f\u6765\u81ea JetBrains \u548c\u793e\u533a\u7684\u7528\u4e8e\u5f00\u53d1 AI \u8d4b\u80fd\u5e94\u7528\u7684\u5de5\u5177\uff1b\u53e6\u4e00\u65b9\u9762\u662f Kotlin \u5982\u4f55\u901a\u8fc7\u6574\u5408 AI \u5de5\u5177\u5b9e\u73b0\u6f14\u8fdb\uff0c\u4ece\u800c\u63d0\u5347\u5f00\u53d1\u6548\u7387\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4eae\u70b9<\/h3>\n\n\n\n<ul>\n<li>Koog \u2013 \u4e00\u6b3e\u7528\u4e8e\u6784\u5efa\u548c\u8fd0\u884c AI \u667a\u80fd\u4f53\u7684 Kotlin \u539f\u751f\u6846\u67b6\u3002\n<ul>\n<li><a href=\"https:\/\/docs.koog.ai\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u7acb\u5373\u8bd5\u7528<\/a><\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>Junie \u2013 \u96c6\u6210\u5230 JetBrains IDE \u4e2d\u7684 AI \u7f16\u7801\u667a\u80fd\u4f53\uff08GitHub EAP \u5df2\u53ef\u7528\uff09\u3002\n<ul>\n<li><a href=\"https:\/\/www.jetbrains.com.cn\/junie\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u5728 IDE \u4e2d\u8bd5\u7528 Junie<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.jetbrains.com.cn\/junie-github\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u52a0\u5165 Junie \u7684 GitHub EAP<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h1 class=\"wp-block-heading\">\u4f7f\u7528 Kotlin \u5f00\u53d1 AI \u8d4b\u80fd\u7684\u5e94\u7528<\/h1>\n\n\n\n<p>Kotlin \u4e0d\u4ec5\u975e\u5e38\u9002\u5408 AI\uff0c\u65e9\u5df2\u5728\u5927\u89c4\u6a21 AI \u7cfb\u7edf\u4e2d\u6295\u5165\u5e94\u7528\u3002 \u4f8b\u5982\uff0cDeutsche Telekom \u5c31\u4f7f\u7528 Kotlin \u6784\u5efa\u4e86<a href=\"https:\/\/youtu.be\/mQhtLCMiUMA\" target=\"_blank\" rel=\"noreferrer noopener\">\u6b27\u6d32\u6700\u5927\u7684\u7531 LLM \u8d4b\u80fd\u7684\u804a\u5929\u673a\u5668\u4eba\u4e4b\u4e00<\/a>\u3002 \u800c\u5728 JetBrains \u5185\u90e8\uff0c\u6211\u4eec\u4e5f\u5b8c\u5168\u4f9d\u8d56 Kotlin \u6765\u6784\u5efa\u6574\u4e2a AI \u6280\u672f\u6808\u3002 \u6211\u4eec IDE \u4e2d\u7684 <a href=\"https:\/\/www.jetbrains.com.cn\/junie\/\" target=\"_blank\" rel=\"noreferrer noopener\">Junie<\/a> \u4e0e <a href=\"https:\/\/www.jetbrains.com.cn\/ai-assistant\/\" target=\"_blank\" rel=\"noreferrer noopener\">AI Assistant<\/a>\u3001\u7528\u4e8e\u5f00\u53d1\u667a\u80fd\u4f53\u7684 <a href=\"https:\/\/blog.jetbrains.com\/ai\/2025\/05\/meet-koog-empowering-kotlin-developers-to-build-ai-agents\/\" target=\"_blank\" rel=\"noreferrer noopener\">Koog<\/a>\uff0c\u4ee5\u53ca\u7528\u4e8e\u65e0\u4ee3\u7801\u5e94\u7528\u521b\u5efa\u7684 <a href=\"https:\/\/kineto.dev\/\" target=\"_blank\" rel=\"noreferrer noopener\">Kineto<\/a>\uff0c\u5747\u4f7f\u7528 Kotlin \u7f16\u5199\u3002<\/p>\n\n\n\n<p>Kotlin \u4e4b\u6240\u4ee5\u975e\u5e38\u9002\u5408 AI \u5f00\u53d1\uff0c\u5728\u4e8e\u5b83\u80fd\u81ea\u7136\u652f\u6301\u4ece\u4f4e\u7ea7\u6a21\u578b\u8bbf\u95ee\u5230\u7ed3\u6784\u5316\u3001\u591a\u6b65\u9aa4\u667a\u80fd\u4f53\u903b\u8f91\u7684\u5404\u7c7b\u9700\u6c42\u3002 \u6211\u4eec\u6765\u770b\u770b\u8fd9\u5728\u5b9e\u8df5\u4e2d\u662f\u5982\u4f55\u5b9e\u73b0\u7684\u3002&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>1. \u4ece\u7b80\u5355\u5165\u624b\uff1a\u901a\u8fc7 SDK \u8c03\u7528 AI \u6a21\u578b<\/strong><\/h3>\n\n\n\n<p>\u8981\u5728 Kotlin \u5e94\u7528\u4e2d\u96c6\u6210 AI\uff0c\u6700\u7b80\u5355\u7684\u65b9\u5f0f\u4e4b\u4e00\u662f\u4f7f\u7528 OpenAI \u6216 Anthropic \u7684 Java SDK\uff0c\u800c\u8fd9\u4e24\u6b3e SDK \u7684\u5e95\u5c42\u5747\u4f7f\u7528 Kotlin \u7f16\u5199\u3002 \u501f\u52a9\u8fd9\u79cd\u65b9\u5f0f\uff0c\u60a8\u80fd\u5b9e\u73b0\u5bf9\u6a21\u578b\u7684\u4f4e\u7ea7\u8bbf\u95ee\uff0c\u5e76\u4e14\u53ef\u4ee5\u5b8c\u5168\u63a7\u5236\u63d0\u793a\u3001\u53c2\u6570\u548c\u6570\u636e\u5904\u7406\u3002<\/p>\n\n\n\n<p>\u8fd9\u79cd\u65b9\u5f0f\u975e\u5e38\u9002\u5408\u5f00\u5c55\u5b9e\u9a8c\uff0c\u6216\u6784\u5efa\u7b80\u6613 AI \u529f\u80fd\uff0c\u4f8b\u5982\u5feb\u901f\u804a\u5929\u673a\u5668\u4eba\u3001\u603b\u7ed3\u5de5\u5177\u6216\u4ee3\u7801\u751f\u6210\u5668\u3002<\/p>\n\n\n\n<p>\u4ee5\u4e0b\u662f\u4e00\u4e9b\u53ef\u4f9b\u63a2\u7d22\u7684\u793a\u4f8b\uff1a<\/p>\n\n\n\n<p><strong>OpenAI SDK<\/strong><\/p>\n\n\n\n<ul>\n<li><a href=\"https:\/\/github.com\/Kotlin\/Kotlin-AI-Examples\/blob\/master\/notebooks\/openai\/OpenAI%20Java%20SDK%20Overview.ipynb\" target=\"_blank\" rel=\"noreferrer noopener\">OpenAI Java SDK \u6982\u89c8<\/a>\u3002<\/li>\n\n\n\n<li><a href=\"https:\/\/github.com\/Kotlin\/Kotlin-AI-Examples\/blob\/master\/notebooks\/openai\/OpenAI%20Image%20Recognition.ipynb\" target=\"_blank\" rel=\"noreferrer noopener\">OpenAI \u56fe\u50cf\u8bc6\u522b<\/a>\u3002<\/li>\n\n\n\n<li><a href=\"https:\/\/github.com\/Kotlin\/Kotlin-AI-Examples\/blob\/master\/projects\/mcp\/mcp-demo\/composeApp\/src\/desktopMain\/kotlin\/io\/github\/devcrocod\/MCPClient.kt\" target=\"_blank\" rel=\"noreferrer noopener\">OpenAI SDK \u4e0e MCP \u7684\u96c6\u6210\u3002<br><\/a><\/li>\n<\/ul>\n\n\n\n<p><strong>Anthropic SDK&nbsp;<\/strong><\/p>\n\n\n\n<ul>\n<li><a href=\"https:\/\/github.com\/modelcontextprotocol\/kotlin-sdk\/blob\/main\/samples\/kotlin-mcp-client\/src\/main\/kotlin\/io\/modelcontextprotocol\/sample\/client\/MCPClient.kt\" target=\"_blank\" rel=\"noreferrer noopener\">Anthropic SDK \u4e0e MCP \u7684\u96c6\u6210<\/a>\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>2. \u8fdb\u9636\u63d0\u5347\uff1a\u4f7f\u7528 Spring AI \u7b49\u9ad8\u7ea7\u5e93<\/strong><\/h3>\n\n\n\n<p>\u5f53\u60a8\u5e0c\u671b\u8d85\u8d8a\u539f\u59cb API \u8c03\u7528\u65f6\uff0cSpring AI \u80fd\u4e3a Kotlin \u7528\u6237\u63d0\u4f9b\u6d41\u7545\u4f53\u9a8c\u3002<\/p>\n\n\n\n<p>\u4f7f\u7528\u8fd9\u4e2a\u5e93\uff0c\u60a8\u53ef\u4ee5\uff1a<\/p>\n\n\n\n<ul>\n<li>\u4ee5\u6700\u5c0f\u5de5\u4f5c\u91cf\u5207\u6362\u6a21\u578b\u63d0\u4f9b\u5546\u3002<\/li>\n\n\n\n<li>\u5c06 Kotlin \u51fd\u6570\u6ce8\u518c\u4e3a AI \u5de5\u5177\u3002<\/li>\n\n\n\n<li>\u5c06\u7ed3\u6784\u5316 AI \u4ea4\u4e92\u76f4\u63a5\u5d4c\u5165\u5230\u5e94\u7528\u7a0b\u5e8f\u903b\u8f91\u4e2d\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u8fd9\u6837\u4e00\u6765\uff0c\u60a8\u80fd\u66f4\u8f7b\u677e\u5730\u5f00\u53d1\u5b9e\u7528\u529f\u80fd\uff0c\u65e0\u9700\u5728\u57fa\u7840\u67b6\u6784\u7ec6\u8282\u4e0a\u8017\u8d39\u8fc7\u591a\u7cbe\u529b\u3002&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" loading=\"lazy\" width=\"1200\" height=\"675\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2025\/09\/image-39.png\" alt=\"Spring AI\" class=\"wp-image-644376\"\/><\/figure>\n\n\n\n<p>\u5982\u679c\u60a8\u60f3\u4e86\u89e3\u5176\u5b9e\u9645\u5e94\u7528\uff0c\u53ef\u4ee5\u67e5\u770b Kotlin-AI-Examples \u4ed3\u5e93\u4e2d\u7684\u8fd9\u4e9b\u8d44\u6e90\uff1a<\/p>\n\n\n\n<ul>\n<li><a href=\"https:\/\/github.com\/Kotlin\/Kotlin-AI-Examples\/tree\/master\/projects\/spring-ai\/spring-ai-examples\" target=\"_blank\" rel=\"noreferrer noopener\">spring-ai-examples<\/a> \u5305\u542b\u5206\u7c7b\u3001\u804a\u5929\u548c\u603b\u7ed3\u7528\u4f8b\u3002<\/li>\n\n\n\n<li><a href=\"https:\/\/github.com\/Kotlin\/Kotlin-AI-Examples\/tree\/master\/projects\/spring-ai\/springAI-demo\" target=\"_blank\" rel=\"noreferrer noopener\">springAI-demo<\/a> \u5c55\u793a\u4e86\u5982\u4f55\u501f\u52a9 Qdrant \u548c OpenAI\uff0c\u5c06 LLM \u7684\u56de\u7b54\u5b8c\u5168\u96c6\u6210\u5230\u5e94\u7528\u7a0b\u5e8f\u903b\u8f91\u4e2d\u3002<\/li>\n\n\n\n<li><a href=\"https:\/\/kotlinlang.org\/docs\/spring-ai-guide.html\" target=\"_blank\" rel=\"noreferrer noopener\">\u4f7f\u7528 Spring AI \u6784\u5efa Kotlin \u5e94\u7528\uff08\u6559\u7a0b\uff09<\/a>\u5c06\u9010\u6b65\u5f15\u5bfc\u60a8\u6784\u5efa\u4e00\u4e2a\u57fa\u4e8e Qdrant \u4e2d\u5b58\u50a8\u7684\u6587\u6863\u6765\u56de\u7b54\u95ee\u9898\u7684 Kotlin \u5e94\u7528<\/li>\n<\/ul>\n\n\n\n<p>\u8fd8\u6709 <a href=\"https:\/\/docs.langchain4j.dev\/tutorials\/kotlin\" target=\"_blank\" rel=\"noreferrer noopener\">LangChain4j<\/a> \u7b49\u5176\u4ed6\u9009\u62e9\uff0c\u60a8\u53ef\u4ee5\u5728\u540c\u4e00\u4e2a\u4ed3\u5e93\u4e2d\u627e\u5230\u57fa\u4e8e Kotlin \u7684 <a href=\"https:\/\/github.com\/Kotlin\/Kotlin-AI-Examples\/tree\/master\/projects\/langchain4j\" target=\"_blank\" rel=\"noreferrer noopener\">LangChain4j Spring Boot \u793a\u4f8b<\/a>\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>3. \u6807\u51c6\u5316\uff1a\u901a\u8fc7 Model Context Protocol (MCP) \u516c\u5f00\u5de5\u5177<\/strong><\/h3>\n\n\n\n<p>\u968f\u7740\u60a8\u7684 AI \u5de5\u5177\u6108\u53d1\u5b9e\u7528\uff0c\u60a8\u53ef\u80fd\u5e0c\u671b\u8de8\u667a\u80fd\u4f53\u3001\u56e2\u961f\u751a\u81f3\u5e94\u7528\u5171\u4eab\u5de5\u5177\u3002 \u4f46\u5982\u4f55\u786e\u4fdd\u8fd9\u4e9b\u5de5\u5177\u53ef\u4f9b\u83b7\u53d6\u3001\u4e00\u81f4\u4e14\u6613\u4e8e\u63a5\u5165\u5462\uff1f<\/p>\n\n\n\n<p>Model Context Protocol (MCP) \u6b63\u662f\u4e3a\u6b64\u800c\u751f\uff0c\u5e76\u4e14\u6709\u5b98\u65b9\u7684 <a href=\"https:\/\/github.com\/modelcontextprotocol\/kotlin-sdk\" target=\"_blank\" rel=\"noreferrer noopener\">MCP Kotlin SDK<\/a> \u5e2e\u52a9\u60a8\u5b9e\u73b0\u8fd9\u4e00\u534f\u8bae\u3002 MCP \u662f\u4e00\u9879\u6807\u51c6\uff0c\u5b83\u5b9a\u4e49\u4e86\u667a\u80fd\u4f53\u5982\u4f55\u5728\u4e0d\u4f7f\u7528\u81ea\u5b9a\u4e49\u96c6\u6210\u6216\u7c98\u5408\u4ee3\u7801\u7684\u60c5\u51b5\u4e0b\u53d1\u73b0\u548c\u4f7f\u7528\u5de5\u5177\u3002 \u501f\u52a9 MCP Kotlin SDK\uff0c\u60a8\u53ef\u4ee5\u901a\u8fc7\u4e00\u79cd\u80fd\u4e0e\u4efb\u4f55\u517c\u5bb9\u667a\u80fd\u4f53\u65e0\u7f1d\u534f\u4f5c\u7684\u65b9\u5f0f\u516c\u5f00\u5de5\u5177\u3002 \u8fd9\u662f\u8ba9\u60a8\u7684 Kotlin \u4ee3\u7801\u878d\u5165\u66f4\u5927\u89c4\u6a21\u4e92\u8054 AI \u7cfb\u7edf\u7684\u7b80\u4fbf\u65b9\u5f0f\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" loading=\"lazy\" width=\"1200\" height=\"675\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2025\/09\/image-38.png\" alt=\"Kotlin MCP SDK\" class=\"wp-image-644364\"\/><\/figure>\n\n\n\n<p>\u4e86\u89e3\u8be6\u60c5\uff1a<\/p>\n\n\n\n<ul>\n<li><a href=\"https:\/\/modelcontextprotocol.io\/quickstart\/server#kotlin\" target=\"_blank\" rel=\"noreferrer noopener\">\u4f7f\u7528 Kotlin \u6784\u5efa MCP \u670d\u52a1\u5668<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/modelcontextprotocol.io\/quickstart\/client#kotlin\" target=\"_blank\" rel=\"noreferrer noopener\">\u4f7f\u7528 Kotlin \u6784\u5efa MCP \u5ba2\u6237\u7aef<\/a><\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>4. \u4f7f\u7528 Koog\uff1a\u5728 Kotlin \u4e2d\u6784\u5efa\u548c\u8fd0\u884c AI \u667a\u80fd\u4f53<\/strong><\/h3>\n\n\n\n<p>\u6982\u62ec\u6765\u8bb2\uff0c\u60a8\u53ef\u4ee5\u521b\u5efa<a href=\"https:\/\/www.anthropic.com\/engineering\/building-effective-agents\" target=\"_blank\" rel=\"noreferrer noopener\">\u667a\u80fd\u4f53<\/a>\uff0c\u5373\u5177\u5907\u63a8\u7406\u3001\u9002\u5e94\u80fd\u529b\u5e76\u80fd\u4f7f\u7528\u5de5\u5177\u7684\u7cfb\u7edf\u3002<\/p>\n\n\n\n<p>JetBrains \u5df2\u5f00\u6e90 Koog\uff0c\u5b83\u662f JVM \u4e0a\u6700\u5148\u8fdb\u7684 AI \u6846\u67b6\uff0c\u4e5f\u662f\u9996\u4e2a\u80fd\u5c06\u5b8c\u6574\u89c4\u6a21\u7684\u667a\u80fd\u4f53\u5316\u6d41\u7a0b\u5f15\u5165\u540e\u7aef\u3001Android \u548c iOS \u7684\u6846\u67b6\u3002 \u501f\u52a9 Koog\uff0c\u60a8\u53ef\u4ee5\u6784\u5efa\u5177\u5907\u53ef\u89c2\u6d4b\u6027\u3001\u53ef\u6d4b\u8bd5\u6027\u7684\u667a\u80fd\u4f53\uff0c\u5e76\u4e14\u8fd9\u4e9b\u667a\u80fd\u4f53\u80fd\u591f\u90e8\u7f72\u5728\u4efb\u4f55\u8fd0\u884c Kotlin \u7684\u73af\u5883\u4e2d\u3002<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\">\n<div class=\"wp-block-embed__wrapper\">&nbsp;<\/div>\n<\/figure>\n\n\n\n<p>Koog \u63d0\u4f9b\u4ee5\u4e0b\u529f\u80fd\uff1a<\/p>\n\n\n\n<ul>\n<li>\u6301\u4e45\u6027\u548c\u68c0\u67e5\u70b9\uff0c\u4f7f\u667a\u80fd\u4f53\u53ef\u4ee5\u4ece\u4e0a\u6b21\u4e2d\u65ad\u7684\u5730\u65b9\u6062\u590d\u3002<\/li>\n\n\n\n<li>\u901a\u8fc7 OpenTelemetry \u4e0e Langfuse \u548c W&amp;B Weave \u5b9e\u73b0\u53ef\u89c2\u6d4b\u6027\u3002<\/li>\n\n\n\n<li>\u7ed3\u6784\u5316\u8f93\u51fa\u548c\u7c7b\u578b\u5316\u6d41\u5f0f\u5904\u7406\uff0c\u5b9e\u73b0\u53ef\u9884\u6d4b\u7684\u7ed3\u679c\u548c\u5b9e\u65f6 UI\u3002<\/li>\n\n\n\n<li>\u5728\u5de5\u4f5c\u6d41\u548c\u5ba2\u6237\u7aef\u5c42\u9762\u5747\u5177\u5907\u667a\u80fd\u91cd\u8bd5\u548c\u5f3a\u5927\u7684\u9519\u8bef\u5904\u7406\u80fd\u529b\u3002<\/li>\n\n\n\n<li>\u76f4\u63a5\u4e0e Spring Boot \u96c6\u6210\uff0c\u5e76\u63d0\u4f9b\u5168\u65b0\u7684 Ktor \u63d2\u4ef6\u3002<\/li>\n\n\n\n<li>\u591a\u6a21\u578b\u7075\u6d3b\u6027\uff0c\u652f\u6301\u5728 LLM \u95f4\u5207\u6362\u6216\u8def\u7531\u4efb\u52a1\uff0c\u4e14\u4e0d\u4e22\u5931\u4e0a\u4e0b\u6587\u3002<\/li>\n\n\n\n<li>MCP \u5de5\u5177\u652f\u6301\u3001RAG\u3001\u5185\u5b58\u4ee5\u53ca\u57fa\u4e8e\u56fe\u7684\u53ef\u91cd\u7528\u7b56\u7565\uff08\u7528\u4e8e\u8bbe\u8ba1\u9ad8\u7ea7\u667a\u80fd\u4f53\u903b\u8f91\uff09\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u7531\u4e8e Koog \u57fa\u4e8e Kotlin Multiplatform\uff0c\u60a8\u7684\u667a\u80fd\u4f53\u4e0d\u4ec5\u80fd\u5728 JVM \u4e0a\u8fd0\u884c\uff0c\u8fd8\u53ef\u4ee5\u5728 Android\u3001JS\/WasmJS \u548c iOS \u4e0a\u8fd0\u884c\u3002 \u65e0\u8bba\u60a8\u662f\u8981\u8bbe\u8ba1\u4e00\u4e2a\u7b80\u5355\u667a\u80fd\u4f53\u7684\u539f\u578b\uff0c\u8fd8\u662f\u6784\u5efa\u5e26\u6709\u5de5\u5177\u548c\u5185\u5b58\u529f\u80fd\u7684\u66f4\u590d\u6742\u7cfb\u7edf\uff0cKoog \u90fd\u80fd\u4e3a\u60a8\u63d0\u4f9b\u8db3\u591f\u7684\u7075\u6d3b\u6027\uff0c\u8ba9\u60a8\u4ece\u5c0f\u5904\u7740\u624b\uff0c\u968f\u9879\u76ee\u53d1\u5c55\u9010\u6b65\u62d3\u5c55\u3002<\/p>\n\n\n\n<p><a href=\"https:\/\/docs.koog.ai\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u8bd5\u7528 Koog<\/a>&nbsp;<\/p>\n\n\n\n<p>\u5728 Kotlin \u751f\u6001\u7cfb\u7edf\u4e2d\uff0c\u5176\u4ed6\u667a\u80fd\u4f53\u6846\u67b6\u4e5f\u5728\u4e0d\u65ad\u6d8c\u73b0\uff0c\u5176\u4e2d\u5305\u62ec\uff1a<\/p>\n\n\n\n<ul>\n<li><a href=\"https:\/\/eclipse.dev\/lmos\/arc2\/index.html\" target=\"_blank\" rel=\"noreferrer noopener\">Arc<\/a> \u2013 \u7531 Deutsche Telekom \u5f00\u53d1\u7684\u81ea\u5b9a\u4e49\u667a\u80fd\u4f53\u6846\u67b6\uff0c\u7528\u4e8e\u5176 LLM \u8d4b\u80fd\u7684\u804a\u5929\u673a\u5668\u4eba\u3002<\/li>\n\n\n\n<li><a href=\"https:\/\/github.com\/embabel\" target=\"_blank\" rel=\"noreferrer noopener\">Embable<\/a> \u2013 \u57fa\u4e8e Spring \u548c LangChain4j \u6784\u5efa\u7684\u5f00\u6e90 Kotlin \u6846\u67b6\u3002<\/li>\n\n\n\n<li><a href=\"https:\/\/sca.aliyun.com\/en\/ai\/\" target=\"_blank\" rel=\"noreferrer noopener\">Spring AI Alibaba<\/a> \u2013 Spring AI \u7684\u6269\u5c55\u9879\u76ee\uff0c\u805a\u7126\u4e8e LLM \u5de5\u5177\u7f16\u6392\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u8fd9\u4e9b\u65b9\u6848\u5404\u6709\u4e0d\u540c\u7684\u7406\u5ff5\u4e0e\u96c6\u6210\uff0c\u4f53\u73b0\u51fa\u4f7f\u7528 Kotlin \u6784\u5efa\u667a\u80fd\u4f53\u6b63\u53d7\u5230\u8d8a\u6765\u8d8a\u591a\u7684\u5173\u6ce8\u3002<\/p>\n\n\n\n<h1 class=\"wp-block-heading\">\u9002\u7528\u4e8e Kotlin \u7684 AI \u5de5\u5177<\/h1>\n\n\n\n<p>\u5c3d\u7ba1 Kotlin \u672c\u8eab\u662f\u6784\u5efa AI \u7cfb\u7edf\u7684\u5f3a\u5927\u8bed\u8a00\uff0c\u4f46\u76ee\u524d\u4e5f\u6709\u5404\u7c7b\u57fa\u4e8e AI \u7684\u5de5\u5177\u5bf9\u5176\u5f62\u6210\u8865\u5145\uff0c\u65e8\u5728\u8ba9\u60a8\u7684\u5f00\u53d1\u5de5\u4f5c\u6d41\u66f4\u9ad8\u6548\u3001\u4f53\u9a8c\u66f4\u6109\u60a6\u3002 \u4e3a\u5e2e\u52a9\u60a8\u4e13\u6ce8\u4e8e\u5f00\u53d1\u5e76\u638c\u63a7\u8fc7\u7a0b\uff0c\u6211\u4eec\u6b63\u5c06\u8fd9\u4e9b AI \u5de5\u5177\u96c6\u6210\u5230\u60a8\u7684 IDE \u4f53\u9a8c\u4e2d\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Junie\uff1aJetBrains IDE \u4e2d\u7684 AI \u7f16\u7801\u667a\u80fd\u4f53<\/h2>\n\n\n\n<p>Junie \u662f JetBrains \u63a8\u51fa\u7684\u5168\u65b0 AI \u7f16\u7801\u667a\u80fd\u4f53\u3002 \u5b83\u80fd\u591f\u5904\u7406\u60a8\u7684\u65e5\u5e38\u4efb\u52a1\u3001\u66f4\u65b0\u9879\u76ee\u4e2d\u7684\u590d\u6742\u90e8\u5206\uff0c\u751a\u81f3\u80fd\u5b8c\u5168\u63a5\u7ba1\u90e8\u5206\u5de5\u4f5c\uff0c\u8ba9\u60a8\u6709\u66f4\u591a\u65f6\u95f4\u4e13\u6ce8\u4e8e\u7f16\u7801\u4e2d\u6709\u8da3\u4e14\u5bcc\u6709\u521b\u9020\u6027\u7684\u73af\u8282\u3002 \u5e76\u4e14\uff0c\u5b83\u4e0e Kotlin \u642d\u914d\u4f7f\u7528\u7684\u6548\u679c\u5c24\u4e3a\u51fa\u8272\u3002<\/p>\n\n\n\n<p>\u4e0d\u540c\u4e8e\u666e\u901a\u7684\u81ea\u52a8\u8865\u5168\u5de5\u5177\uff0cJunie \u53ef\u4ee5\u5904\u7406\u7ed3\u6784\u5316\u4efb\u52a1\uff0c\u5177\u4f53\u5305\u62ec\uff1a<\/p>\n\n\n\n<ul>\n<li>\u7aef\u5230\u7aef\u6784\u5efa\u5b8c\u6574\u529f\u80fd\uff08\u4f8b\u5982\uff0c\u4e3a KotlinConf \u5e94\u7528\u5f00\u53d1\u968f\u673a\u5bf9\u8bdd\u751f\u6210\u5668\uff09\u3002<\/li>\n\n\n\n<li>\u8ba1\u5212\u67b6\u6784\u66f4\u6539\u3002<\/li>\n\n\n\n<li>\u6267\u884c\u6d4b\u8bd5\u3002<\/li>\n\n\n\n<li>\u63d0\u51fa\u6539\u8fdb\u5efa\u8bae\u3002<\/li>\n<\/ul>\n\n\n\n<p>JetBrains \u8fd8\u5728\u63d0\u5347 Junie \u5411\u5f00\u6e90\u9879\u76ee\u8d21\u732e\u4ee3\u7801\u7684\u80fd\u529b\u3002 \u76ee\u524d\uff0c\u5b83\u5df2\u4f5c\u4e3a\u62a2\u5148\u4f53\u9a8c\u8ba1\u5212\u7684\u4e00\u90e8\u5206<a href=\"https:\/\/www.jetbrains.com\/junie-github\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u5728 GitHub \u4e2d\u63d0\u4f9b<\/a>\uff0c\u80fd\u591f\u5206\u6790\u95ee\u9898\u3001\u63d0\u51fa\u4fee\u6b63\u5efa\u8bae\u4ee5\u53ca\u521b\u5efa\u62c9\u53d6\u8bf7\u6c42\u3002 \u52a0\u5165\u7b49\u5019\u540d\u5355\uff0c\u514d\u8d39\u8bd5\u7528\u8be5\u529f\u80fd\u3002<\/p>\n\n\n\n<ul>\n<li><a href=\"https:\/\/www.jetbrains.com\/junie\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u5728 JetBrains IDE \u4e2d\u8bd5\u7528 Junie<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.jetbrains.com\/junie-github\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u52a0\u5165\u7b49\u5019\u540d\u5355\uff0c\u5728 GitHub \u4e0a\u8bd5\u7528 Junie<\/a><\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Mellum\uff1a\u73b0\u5df2\u5f00\u6e90<\/strong><\/h3>\n\n\n\n<p>\u4e3a Junie \u63d0\u4f9b\u652f\u6301\u7684\u662f Mellum\uff0c\u8fd9\u662f JetBrains \u5185\u90e8\u7684\u4ee3\u7801\u4e13\u7528 LLM\uff0c\u5df2\u6295\u5165\u751f\u4ea7\uff0c\u76ee\u524d\u5df2\u5f00\u6e90\u3002 \u5b83\u4e3a JetBrains IDE \u4e2d\u7684\u4ee3\u7801\u8865\u5168\u63d0\u4f9b\u652f\u6301\uff0c\u5e76\u4e14\u6709\u4e00\u4e2a\u4e13\u95e8\u9488\u5bf9 Kotlin \u5fae\u8c03\u7684\u7248\u672c\u3002&nbsp;<\/p>\n\n\n\n<p>\u8fd9\u610f\u5473\u7740 Kotlin \u793e\u533a\u73b0\u5728\u53ef\u4ee5\u57fa\u4e8e Mellum \u8fdb\u884c\u5b9e\u9a8c\u3001\u8d21\u732e\u4ee3\u7801\u4ee5\u53ca\u6784\u5efa\u81ea\u5b9a\u4e49\u5de5\u5177\u3002<\/p>\n\n\n\n<ul>\n<li><a href=\"https:\/\/huggingface.co\/JetBrains\/Mellum-4b-sft-kotlin\" target=\"_blank\" rel=\"noreferrer noopener\">\u83b7\u53d6\u9002\u7528\u4e8e Kotlin \u7684 Mellum<\/a><\/li>\n<\/ul>\n\n\n\n<h1 class=\"wp-block-heading\">\u4e3a\u4ec0\u4e48\u9009\u62e9 Kotlin\uff1f<\/h1>\n\n\n\n<p>\u7b80\u800c\u8a00\u4e4b\uff0cKotlin \u4e4b\u6240\u4ee5\u5929\u7136\u9002\u5408 AI \u5f00\u53d1\u4e0e AI \u652f\u6301\uff0c\u5177\u4f53\u539f\u56e0\u5982\u4e0b\uff1a<\/p>\n\n\n\n<ul>\n<li>\u5177\u5907\u73b0\u4ee3\u8bed\u8a00\u529f\u80fd \uff0c\u80fd\u786e\u4fdd\u4ee3\u7801\u6e05\u6670\u3001\u5b89\u5168\u4e14\u7b80\u6d01\u3002<\/li>\n\n\n\n<li>\u652f\u6301\u4e0e Java \u65e0\u7f1d\u4e92\u64cd\u4f5c\uff0c\u53ef\u4ee5\u8bbf\u95ee\u73b0\u6709\u7684 AI SDK \u548c\u5e93\u3002<\/li>\n\n\n\n<li>\u63d0\u4f9b\u591a\u5e73\u53f0\u652f\u6301\uff0c\u53ef\u4ee5\u5728\u670d\u52a1\u5668\u7aef\u3001\u79fb\u52a8\u7aef\u4e0e Web \u5e94\u7528\u7a0b\u5e8f\u4e4b\u95f4\u5171\u4eab\u903b\u8f91\u3002<\/li>\n\n\n\n<li>Kotlin \u539f\u751f AI \u5e93\u4e0e\u6846\u67b6\u751f\u6001\u7cfb\u7edf\u6301\u7eed\u58ee\u5927\uff0c\u6db5\u76d6 Koog\u3001MCP Kotlin SDK \u548c Spring AI \u96c6\u6210\u3002<\/li>\n\n\n\n<li>\u501f\u52a9 JetBrains AI Assistant \u4e0e Junie \u5b9e\u73b0 AI \u8d4b\u80fd\u7684\u5f00\u53d1\u4f53\u9a8c\uff0c\u4e8c\u8005\u5df2\u96c6\u6210\u5230 IntelliJ IDEA \u4e2d\uff0c\u4e5f\u53ef\u4ee5\u901a\u8fc7\u63d2\u4ef6\u5728 Android Studio \u4e2d\u4f7f\u7528\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u5176\u4ed6\u53ef\u4f9b\u9605\u8bfb\u4e0e\u89c2\u770b\u7684\u8d44\u6e90<\/strong><\/h3>\n\n\n\n<ul>\n<li>? <a href=\"https:\/\/kotlinlang.org\/docs\/kotlin-ai-apps-development-overview.html\" target=\"_blank\" rel=\"noreferrer noopener\">Kotlin for AI-Powered App Development<\/a>\uff08Kotlin \u7528\u4e8e AI \u8d4b\u80fd\u7684\u5e94\u7528\u5f00\u53d1\uff09<\/li>\n\n\n\n<li>? <a href=\"https:\/\/blog.jetbrains.com\/kotlin\/2025\/04\/smarter-kotlin-development-with-jetbrains-ai-junie-and-ai-assistant-in-your-ide\/\" target=\"_blank\" rel=\"noreferrer noopener\">Smarter Kotlin Development With JetBrains AI: Junie and AI Assistant in IntelliJ IDEA<\/a>\uff08\u501f\u52a9 JetBrains AI \u5b9e\u73b0\u66f4\u667a\u80fd\u7684 Kotlin \u5f00\u53d1\uff1aIntelliJ IDEA \u4e2d\u7684 Junie \u4e0e AI Assistant\uff09<\/li>\n\n\n\n<li>? <a href=\"https:\/\/www.youtube.com\/watch?v=vDtnqQmiyck\" target=\"_blank\" rel=\"noreferrer noopener\"><em>Building Smarter AI Agents With Koog<\/em><\/a>\uff08\u501f\u52a9 Koog \u6784\u5efa\u66f4\u667a\u80fd\u7684 AI \u667a\u80fd\u4f53\uff09| Vadim Brilliantov \u4e0e Andrey Bragin<\/li>\n\n\n\n<li>? <a href=\"https:\/\/youtu.be\/NcAW-FZtpzk\" target=\"_blank\" rel=\"noreferrer noopener\"><em>Kotlin and Spring: The modern server side stack<\/em><\/a>\uff08Kotlin \u4e0e Spring\uff1a\u73b0\u4ee3\u670d\u52a1\u5668\u7aef\u6280\u672f\u6808\uff09| Rod Johnson<\/li>\n\n\n\n<li>? <a href=\"https:\/\/youtu.be\/zBgb0z1pQkM\" target=\"_blank\" rel=\"noreferrer noopener\"><em>From 0 to h-AI-ro: high-speed track to AI for Kotlin developers<\/em><\/a>\uff08\u4ece\u96f6\u57fa\u7840\u5230 AI \u8fbe\u4eba\uff1aKotlin \u5f00\u53d1\u8005\u7684 AI \u901f\u6210\u4e4b\u8def\uff09| Urs Peter<\/li>\n\n\n\n<li>? <a href=\"https:\/\/youtu.be\/D3hCBrxJHLo\" target=\"_blank\" rel=\"noreferrer noopener\"><em>Model Context Protocol in Kotlin<\/em><\/a>\uff08Kotlin \u4e2d\u7684 Model Context Protocol\uff09| Alexander Sysoev<\/li>\n\n\n\n<li>? <a href=\"https:\/\/youtu.be\/hxEM5J6QfLY\" target=\"_blank\" rel=\"noreferrer noopener\"><em>LangChain4j with Quarkus<\/em><\/a>\uff08LangChain4j \u4e0e Quarkus\uff09| Max Rydahl Andersen \u4e0e Konstantin Pavlov<\/li>\n\n\n\n<li>? <a href=\"https:\/\/youtu.be\/K2PN03AepC0\" target=\"_blank\" rel=\"noreferrer noopener\"><em>Large Scale Changes with AI \u2013 Migrating millions of lines of Java to Kotlin at Uber<\/em><\/a>\uff08\u501f\u52a9 AI \u5b9e\u73b0\u5927\u89c4\u6a21\u66f4\u6539 \u2013 Uber \u5c06\u6570\u767e\u4e07\u884c Java \u4ee3\u7801\u8fc1\u79fb\u81f3 Kotlin\uff09| Ty Smith<\/li>\n\n\n\n<li>?<a href=\"https:\/\/www.youtube.com\/watch?v=434WFSiYj9k\" target=\"_blank\" rel=\"noreferrer noopener\"><em>Kotlin\u2019s Gamebit: LLM less AI for Board Games<\/em><\/a>\uff08Kotlin \u7684 Gamebit\uff1a\u9762\u5411\u684c\u6e38\u7684\u8f7b\u91cf\u65e0 LLM AI \u65b9\u6848\uff09| Dmytro Kurets<\/li>\n\n\n\n<li>?<a href=\"https:\/\/www.youtube.com\/watch?v=mQhtLCMiUMA\" target=\"_blank\" rel=\"noreferrer noopener\"><em>Building an Agentic Platform with Kotlin: Powering one of Europe\u2019s Largest LLM Bot<\/em><\/a>\uff08\u4f7f\u7528 Kotlin \u6784\u5efa\u667a\u80fd\u4f53\u5316\u5e73\u53f0\uff1a\u4e3a\u6b27\u6d32\u6700\u5927\u89c4\u6a21\u7684 LLM \u673a\u5668\u4eba\u4e4b\u4e00\u63d0\u4f9b\u652f\u6301\uff09| Patrick Whelan<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p>\u672c\u535a\u6587\u82f1\u6587\u539f\u4f5c\u8005\uff1a<\/p>\n\n\n    <div class=\"about-author \">\n        <div class=\"about-author__box\">\n            <div class=\"row\">\n                <div class=\"about-author__box-img\">\n                    <img decoding=\"async\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2021\/08\/photo_2021-08-03_15-27-43-200x200.jpg\" width=\"200\" height=\"200\" alt=\"Alyona Chernyaeva\" loading=\"lazy\"  class=\"avatar avatar-200 wp-user-avatar wp-user-avatar-200 photo avatar-default\">\n                <\/div>\n                <div class=\"about-author__box-text\">\n                                            <h4>Alyona Chernyaeva<\/h4>\n                                                        <\/div>\n            <\/div>\n        <\/div>\n    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