{"id":63097,"date":"2026-01-21T09:26:11","date_gmt":"2026-01-21T01:26:11","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/63097.html"},"modified":"2026-01-21T09:26:11","modified_gmt":"2026-01-21T01:26:11","slug":"%e7%ac%ac-4-%e7%af%87-%e6%b7%b1%e5%85%a5%e7%90%86%e8%a7%a3-spring-ai-chatclient%ef%bc%9a%e4%b8%80%e7%af%87%e5%b0%b1%e5%a4%9f%e4%ba%86%ef%bc%8c%e6%af%94%e5%ae%98%e6%96%b9%e6%96%87%e6%a1%a3%e6%9b%b4","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/63097.html","title":{"rendered":"\u7b2c 4 \u7bc7 \u6df1\u5165\u7406\u89e3 Spring AI ChatClient\uff1a\u4e00\u7bc7\u5c31\u591f\u4e86\uff0c\u6bd4\u5b98\u65b9\u6587\u6863\u66f4\u53cb\u597d"},"content":{"rendered":"<p>&#x1f680; \u672c\u6587\u76ee\u6807&#xff1a;\u5bf9 ChatClient \u8fdb\u884c\u8be6\u7ec6\u89e3\u8bfb&#xff0c;\u5305\u62ec\u7b80\u4ecb\u3001\u5982\u4f55\u521b\u5efa\/\u914d\u7f6e ChatClient\u3001Prompt \u63d0\u793a\u8bcd\u3001Advisor \u589e\u5f3a\u3001ChatClient \u54cd\u5e94\u7b49\u5185\u5bb9\u3002<\/p>\n<p>\u3010\u7ecf\u8fc7\u6574\u7406&#xff0c;\u6bd4 Spring AI \u5b98\u65b9\u6587\u6863&#xff0c;\u66f4\u5bb9\u6613\u9605\u8bfb&#xff01;\u3011<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/01\/20260121012608-69702b30d19d4.jpg\" alt=\"\u753b\u677f\" \/><\/p>\n<h2>ChatClient \u7b80\u4ecb<\/h2>\n<p>ChatClient\u63d0\u4f9b\u4e86\u4e0e AI \u6a21\u578b\u901a\u4fe1\u7684\u6d41\u5f0f API&#xff0c;\u652f\u6301\u540c\u6b65\u548c\u54cd\u5e94\u5f0f&#xff08;Reactive&#xff09;\u7f16\u7a0b\u6a21\u578b\u3002<\/p>\n<p>\u6d41\u5f0f API \u63d0\u4f9b\u4e86\u7528\u4e8e\u6784\u5efa\u4f20\u9012\u7ed9 AI Model \u4f5c\u4e3a\u8f93\u5165\u7684 Prompt \u7684\u5404\u4e2a\u7ec4\u6210\u90e8\u5206\u7684\u65b9\u6cd5\u3002Prompt \u5305\u542b\u6307\u5bfc AI Model \u8f93\u51fa\u548c\u884c\u4e3a\u7684\u6307\u4ee4\u6587\u672c\u3002\u4ece API \u7684\u89d2\u5ea6\u6765\u770b&#xff0c;prompts \u7531\u6d88\u606f\u96c6\u5408\u7ec4\u6210\u3002<\/p>\n<p>AI Model \u5904\u7406\u4e24\u7c7b\u6d88\u606f&#xff1a;<\/p>\n<ul>\n<li>\u7528\u6237\u6d88\u606f&#xff1a;\u6765\u81ea\u7528\u6237\u7684\u76f4\u63a5\u8f93\u5165<\/li>\n<li>\u7cfb\u7edf\u6d88\u606f&#xff1a;\u7531\u7cfb\u7edf\u751f\u6210\u4ee5\u6307\u5bfc\u5bf9\u8bdd<\/li>\n<\/ul>\n<p>\u6d88\u606f\u4e2d\u901a\u5e38\u5305\u542b\u5360\u4f4d\u7b26&#xff0c;\u5373\u4f7f\u7528 Prompt \u6a21\u677f&#xff0c;\u5728\u8fd0\u884c\u65f6\u6839\u636e\u7528\u6237\u8f93\u5165\u8fdb\u884c\u66ff\u6362&#xff0c;\u4ee5\u81ea\u5b9a\u4e49 Ai Model \u5bf9\u7528\u6237\u8f93\u5165\u7684\u54cd\u5e94\u3002\u8fd8\u53ef\u4ee5\u6307\u5b9a Prompt \u9009\u9879&#xff0c;\u4f8b\u5982\u8981\u4f7f\u7528\u7684 Ai Model \u540d\u79f0&#xff0c;AI Model \u7684\u9009\u9879&#xff08;\u6bd4\u5982 temperature \u53c2\u6570&#xff09;\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/01\/20260121012609-69702b31b9973.png\" alt=\"\" \/><\/p>\n<p>\u7c7b\u4f3c\u4e8e\u670d\u52a1\u5c42&#xff0c;\u53ef\u88ab Controller \u5c42\u76f4\u63a5\u8c03\u7528&#xff0c;\u901a\u8fc7\u8fd9\u4e9b\u8c03\u7528&#xff0c;\u5feb\u901f\u5b9e\u73b0\u4e0e AI \u4ea4\u4e92\u6d41\u7a0b\u7684\u7ec4\u88c5\u3002\u5305\u62ec\u4e00\u4e9b\u57fa\u7840\u529f\u80fd&#xff0c;\u6bd4\u5982 Prompt\u3001Structured Output\u3001ChatOptions&#xff0c;\u8fd8\u652f\u6301\u4e00\u4e9b\u9ad8\u7ea7\u529f\u80fd&#xff0c;\u6bd4\u5982 Chat Memory\u3001Function Calling\u3001RAG \u7b49\u3002<\/p>\n<p>\u4e0e\u539f\u5b50 API &#xff08; **ChatModel**\u3001**Message**\u3001**ChatMemory**\u7b49&#xff09;\u7684\u6bd4\u8f83&#xff1a;<\/p>\n<p>1\u3001 \u4f7f\u7528 ChatClient\u53ef\u4ee5\u5c06\u4e8e LLM \u53ca\u5176\u4ed6\u7ec4\u4ef6\u4ea4\u4e92\u7684\u590d\u6742\u6027\u9690\u85cf\u5728\u80cc\u540e&#xff0c;\u56e0\u4e3a\u57fa\u4e8e LLM \u7684\u5e94\u7528\u7a0b\u5e8f\u901a\u5e38\u9700\u8981\u591a\u4e2a\u7ec4\u4ef6\u534f\u540c\u5de5\u4f5c&#xff08;\u4f8b\u5982&#xff0c;\u63d0\u793a\u8bcd\u6a21\u677f\u3001\u804a\u5929\u8bb0\u5fc6\u3001LLM Model\u3001\u8f93\u51fa\u89e3\u6790\u5668\u3001RAG \u7ec4\u4ef6\u7b49&#xff09;&#xff0c;\u5e76\u901a\u5e38\u6d89\u53ca\u591a\u4e2a\u4ea4\u4e92&#xff0c;\u56e0\u6b64\u534f\u8c03\u4ed6\u4eec\u4f1a\u8ba9\u7f16\u7801\u53d8\u5f97\u7e41\u7410\u3002<\/p>\n<p>2\u3001\u4f7f\u7528\u539f\u5b50 API&#xff0c;\u5219\u7075\u6d3b\u6027\u66f4\u597d&#xff0c;\u4f46\u662f\u9700\u8981\u5199\u5927\u91cf\u6837\u677f\u5f0f\u4ee3\u7801\u3002<\/p>\n<p>\u4ee5 ChatClient\u4e3a\u4f8b&#xff0c;\u5176\u9ed8\u8ba4\u5b9e\u73b0\u7c7b\u4e3a DefaultChatClient&#xff0c;\u5176\u5b9e\u73b0\u7c7b\u5185\u90e8\u6301\u6709 ChatModel\u5bf9\u8c61\u3002<\/p>\n<h2>ChatClient \u7528\u6cd5<\/h2>\n<h3>\u521b\u5efa\/\u914d\u7f6e ChatClient<\/h3>\n<h4>\u4f7f\u7528 Builder<\/h4>\n<p>\u4f7f\u7528 ChatClient.Builder\u5bf9\u8c61\u6765\u6784\u9020 ChatClient&#xff0c;\u5b9e\u73b0\u5404\u79cd\u914d\u7f6e\u7684\u81ea\u5b9a\u4e49\u3002<\/p>\n<p>**\u65b9\u6cd5 1\ufe0f\u20e3&#xff1a;\u4f7f\u7528 SpringBoot \u81ea\u52a8\u914d\u7f6e\u521b\u5efa\u7684\u9ed8\u8ba4 ****ChatClient**\u5b9e\u4f8b<\/p>\n<p>Spring AI \u81ea\u52a8\u88c5\u914d\u5355\u4e2a ChatClient.BuilderBean&#xff0c;\u6240\u4ee5\u5728\u4e0b\u9762\u7684\u6784\u9020\u5668\u4e2d\u53ef\u76f4\u63a5\u4f7f\u7528\u3002<\/p>\n<p><span class=\"token keyword\">public<\/span> <span class=\"token class-name\">HelloWorldController<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">ChatClient<span class=\"token punctuation\">.<\/span>Builder<\/span> chatClientBuilder<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n    <span class=\"token keyword\">this<\/span><span class=\"token punctuation\">.<\/span>dashScopeChatClient <span class=\"token operator\">&#061;<\/span> chatClientBuilder<br \/>\n        <span class=\"token punctuation\">.<\/span><span class=\"token function\">defaultSystem<\/span><span class=\"token punctuation\">(<\/span>DEFAULT_PROMPT<span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token punctuation\">.<\/span><span class=\"token function\">defaultAdvisors<\/span><span class=\"token punctuation\">(<\/span><br \/>\n            <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">SimpleLoggerAdvisor<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token punctuation\">.<\/span><span class=\"token function\">build<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<p>\u65b9\u6cd5 2\ufe0f\u20e3&#xff1a;\u624b\u52a8\u7f16\u7a0b\u65b9\u5f0f\u521b\u5efa**ChatClient**\u5b9e\u4f8b<\/p>\n<p><span class=\"token class-name\">ChatModel<\/span> myChatModel <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">.<\/span><span class=\"token punctuation\">.<\/span><span class=\"token punctuation\">.<\/span> <span class=\"token comment\">\/\/ \u4e00\u822c\u662f\u81ea\u52a8\u6ce8\u5165\u7684<\/span><\/p>\n<p><span class=\"token comment\">\/\/ \u4f7f\u7528 builder<\/span><br \/>\n<span class=\"token class-name\">ChatClient<span class=\"token punctuation\">.<\/span>Builder<\/span> builder <span class=\"token operator\">&#061;<\/span> <span class=\"token class-name\">ChatClient<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">builder<\/span><span class=\"token punctuation\">(<\/span>myChatModel<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p><span class=\"token comment\">\/\/ \u4f7f\u7528 create&#xff0c;\u5e95\u5c42\u8fd8\u662f\u4f7f\u7528\u7684 builder<\/span><br \/>\n<span class=\"token class-name\">ChatClient<\/span> chatClient <span class=\"token operator\">&#061;<\/span> <span class=\"token class-name\">ChatClient<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">create<\/span><span class=\"token punctuation\">(<\/span>myChatModel<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>\u540c\u65f6&#xff0c;\u6307\u5b9a\u9ed8\u8ba4\u53c2\u6570&#xff0c;\u53ef\u4ee5\u907f\u514d\u6bcf\u6b21\u8c03\u7528\u90fd\u91cd\u590d\u8bbe\u7f6e\u3002\u8fd0\u884c\u65f6\u53ef\u63d0\u4f9b\u4e0d\u5e26 default\u524d\u7f00\u7684\u76f8\u5e94\u65b9\u6cd5\u6765\u8986\u76d6\u8fd9\u4e9b\u9ed8\u8ba4\u503c\u3002<\/p>\n<ul>\n<li>defaultSystem()&#xff1a;\u6307\u5b9a\u9ed8\u8ba4\u7684 system message&#xff0c;\u7528\u4e8e\u5b9a\u4e49 AI \u52a9\u624b\u7684\u89d2\u8272\u548c\u884c\u4e3a\u3002<\/li>\n<li>defaultUser()&#xff1a;\u6307\u5b9a\u9ed8\u8ba4\u7684 user message\u3002<\/li>\n<li>defaultOptions()&#xff1a;\u8bbe\u7f6e\u7279\u5b9a\u4e8e\u6a21\u578b\u7684\u6a21\u578b\u9009\u9879&#xff0c;\u6bd4\u5982\u6a21\u578b\u6e29\u5ea6\u503c\u3001\u6700\u5927 Token \u7b49\u3002<\/li>\n<li>defaultTools()&#xff1a;\u5b9a\u4e49\u9ed8\u8ba4\u7684\u5de5\u5177\u3002<\/li>\n<li>defaultAdvisors()&#xff1a;\u5b9a\u4e49\u7684\u9ed8\u8ba4\u7684\u589e\u5f3a\u903b\u8f91&#xff0c;\u7528\u4e8e\u5728\u8bf7\u6c42\u5904\u7406\u8fc7\u7a0b\u4e2d\u63d0\u4f9b\u989d\u5916\u7684\u903b\u8f91\u3002\u6bd4\u5982\u4fee\u6539\u8bf7\u6c42\u3001\u4fee\u6539\u54cd\u5e94&#xff0c;\u5b9e\u73b0\u5185\u5bb9\u8fc7\u6ee4\u3001\u683c\u5f0f\u5316\u7b49\u529f\u80fd\u3002\u5e38\u89c1\u7684\u662f\u5b9e\u73b0 RAG \u80fd\u529b\u3002<\/li>\n<li>defaultTemplateRenderer()&#xff1a;\u63d0\u793a\u8bcd\u6a21\u677f\u7684\u9ed8\u8ba4\u6e32\u67d3\u5668&#xff0c;\u652f\u6301\u5c06\u6a21\u677f &#043; \u52a8\u6001\u6570\u636e\u6e32\u67d3\u51fa\u4e00\u4e2a\u63d0\u793a\u8bcd\u3002<\/li>\n<\/ul>\n<h4>\u4f7f\u7528\u591a\u4e2a ChatModel<\/h4>\n<p>\u5728\u5355\u4e2a\u5e94\u7528\u7a0b\u5e8f\u4e2d&#xff0c;\u6709\u53ef\u80fd\u4f1a\u7528\u5230\u591a\u4e2a ChatModel \u7684\u573a\u666f&#xff1a;<\/p>\n<ul>\n<li>\u4e0d\u540c\u7c7b\u578b\u7684\u4efb\u52a1\u4f7f\u7528\u4e0d\u540c\u7684\u6a21\u578b&#xff08;\u6027\u4ef7\u6bd4\u8003\u8651&#xff09;&#xff1a;\u6bd4\u5982&#xff0c;\u590d\u6742\u63a8\u7406\u5c31\u7528\u5f3a\u5927\u7684\u6a21\u578b&#xff0c;\u7b80\u5355\u4efb\u52a1\u5c31\u7528\u66f4\u5feb\u3001\u66f4\u4fbf\u5b9c\u7684\u6a21\u578b\u3002<\/li>\n<li>\u7ec4\u5408\u4f7f\u7528\u4e0d\u540c\u4e13\u4e1a\u80fd\u529b\u7684\u6a21\u578b&#xff08;\u4e13\u4e1a\u5206\u5de5\u8003\u8651&#xff09;&#xff1a;\u6bd4\u5982&#xff0c;A \u6a21\u578b\u9488\u5bf9\u6570\u636e\u5e93\u80fd\u529b\u6709\u5f88\u5f3a\u7684\u4f18\u5316&#xff0c;B \u6a21\u578b\u5bf9\u524d\u7aef\u5904\u7406\u80fd\u529b\u5f88\u5f3a&#xff0c;\u5219\u53ef\u4ee5\u7ec4\u5408 A\u3001B \u6a21\u578b\u5b9e\u73b0\u6700\u5927\u5316\u7684\u80fd\u529b\u3002<\/li>\n<li>\u591a\u6a21\u578b\u4f9b\u5e94\u5546\u5bb9\u707e&#xff1a;\u63d0\u4f9b\u591a\u7ec4\u6a21\u578b&#xff0c;\u5355\u4e00\u6a21\u578b\u670d\u52a1\u4e0d\u53ef\u7528\u65f6&#xff0c;\u8fd8\u80fd\u56de\u9000\u5230\u5176\u5b83\u53ef\u7528\u6a21\u578b\u3002<\/li>\n<li>\u591a\u6a21\u578b\u8fdb\u884c A\/B \u6d4b\u8bd5&#xff1a;\u6bd4\u5982\u50cf\u5bf9\u6bd4\u4e0b\u57fa\u51c6\u6a21\u578b\u548c\u5176\u5b83\u6a21\u578b\u7684\u5dee\u5f02\u6548\u679c\u3002<\/li>\n<\/ul>\n<p>\u5b9e\u73b0\u601d\u8def\u53ca\u573a\u666f&#xff1a;\u9ed8\u8ba4\u60c5\u51b5\u4e0b&#xff0c;Spring AI \u4f1a\u81ea\u52a8\u914d\u7f6e\u5355\u4e2a ChatClient.BuilderBean\u3002\u5982\u679c\u6211\u4eec\u9700\u8981\u914d\u7f6e\u591a\u4e2a ChatClient&#xff0c;\u90a3\u53ef\u4ee5\u4f7f\u7528 spring.ai.chat.client.enabled&#061;false\u7981\u7528\u6389\u81ea\u52a8\u5316\u914d\u7f6e&#xff0c;\u7136\u540e\u624b\u52a8\u521b\u5efa\u591a\u4e2a ChatClient \u5b9e\u4f8b\u3002<\/p>\n<ul>\n<li>\u573a\u666f 1&#xff1a;\u4f7f\u7528\u4e00\u4e2a ChatModel \u521b\u5efa\u51fa\u591a\u4e2a ChatClient \u5b9e\u4f8b<\/li>\n<li>\u573a\u666f 2&#xff1a;\u4f7f\u7528\u4e0d\u540c\u7684 ChatModel \u521b\u5efa\u4e0d\u540c\u7684 ChatClient \u5b9e\u4f8b&#xff0c;\u4f7f\u7528\u65f6\u9700\u4f7f\u7528 &#064;Qualifier\u6307\u5b9a bean \u540d\u79f0<\/li>\n<li>\u573a\u666f 3&#xff1a;\u591a\u4e2a OpenAI \u517c\u5bb9\u7684 API \u7aef\u70b9&#xff0c;\u57fa\u4e8e OpenAiApi\u5c5e\u6027\u7c7b&#xff0c;\u81ea\u5b9a\u4e49\u521b\u5efa\u591a\u4e2a\u517c\u5bb9\u7684 API \u7aef\u70b9&#xff0c;\u6bcf\u4e00\u4e2a API \u7aef\u70b9\u7684 BaseUrl \u548c ApiKey \u4e0d\u540c\u3002<\/li>\n<\/ul>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/01\/20260121012609-69702b31cc785.png\" alt=\"\" \/><\/p>\n<h4>\u8fd0\u884c\u65f6\u914d\u7f6e ChatClient<\/h4>\n<p>ChatClient \u6784\u9020\u5b8c\u6210\u540e&#xff0c;\u4f7f\u7528 prompt \u65b9\u6cd5&#xff0c;\u5373\u53ef\u8986\u76d6\u6389\u6240\u6709\u7684 default \u9ed8\u8ba4\u914d\u7f6e\u3002<\/p>\n<ul>\n<li>mutate()&#xff0c;\u76f4\u63a5\u590d\u5236\u51fa\u4e00\u4e2a\u65b0\u7684 ChatClient \u5b9e\u4f8b<\/li>\n<li>prompt()&#xff1a;\u8fd4\u56de ChatClientRequestSpec\u5bf9\u8c61&#xff0c;\u53ef\u6d41\u5f0f\u8bbe\u7f6e\u8986\u76d6\u6389\u9ed8\u8ba4\u914d\u7f6e\u3002<\/li>\n<\/ul>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/01\/20260121012610-69702b327e0d4.png\" alt=\"\" \/><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/01\/20260121012610-69702b3299645.png\" alt=\"\" \/><\/p>\n<h3>Prompt \u63d0\u793a\u8bcd<\/h3>\n<p>Prompt \u4f5c\u4e3a AI \u5927\u6a21\u578b\u7684\u8f93\u5165&#xff0c;\u6307\u5bfc AI \u6a21\u578b\u751f\u6210\u7279\u5b9a\u7684\u8f93\u51fa\u3002Prompt \u53ef\u4ee5\u662f\u7b80\u5355\u7684\u5b57\u7b26\u4e32&#xff0c;\u4e5f\u53ef\u4ee5\u662f\u4e00\u9879\u5de5\u7a0b\u3002<\/p>\n<ul>\n<li>\u7b80\u5355\u5b57\u7b26\u4e32&#xff1a;\u5c31\u50cf ChatGPT \u4e2d\u8f93\u5165\u5230\u5bf9\u8bdd\u6846\u4e2d\u7684\u6587\u672c\u3002<\/li>\n<li>Prompt \u5de5\u7a0b&#xff1a;\u64b0\u5199\u6709\u6548\u7684 Prompt \u65e2\u662f\u4e00\u95e8\u827a\u672f&#xff0c;\u4e5f\u662f\u4e00\u95e8\u79d1\u5b66\u3002\u901a\u8fc7\u63d0\u9ad8 Prompt \u7684\u6709\u6548\u6027&#xff0c;\u6765\u663e\u8457\u6539\u5584\u751f\u6210\u7ed3\u679c\u3002<\/li>\n<\/ul>\n<p>\u5728 ChatClient \u63a5\u53e3\u4e2d\u5b9a\u4e49\u4e86 system message \u548c user message\u3002<\/p>\n<p>\u652f\u6301\u6587\u672c\u4f20\u5165&#043;\u53c2\u6570\u53d8\u91cf\u66ff\u6362&#xff0c;\u591a\u6a21\u6001\u652f\u6301&#xff0c;\u5143\u6570\u636e\u652f\u6301\u3002<\/p>\n<p><span class=\"token keyword\">interface<\/span> <span class=\"token class-name\">PromptUserSpec<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n    <span class=\"token class-name\">PromptUserSpec<\/span> <span class=\"token function\">text<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">String<\/span> text<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token class-name\">PromptUserSpec<\/span> <span class=\"token function\">text<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">Resource<\/span> text<span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Charset<\/span> charset<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token class-name\">PromptUserSpec<\/span> <span class=\"token function\">text<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">Resource<\/span> text<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>    <span class=\"token class-name\">PromptUserSpec<\/span> <span class=\"token function\">params<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">Map<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Object<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> p<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token class-name\">PromptUserSpec<\/span> <span class=\"token function\">param<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">String<\/span> k<span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Object<\/span> v<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>    <span class=\"token class-name\">PromptUserSpec<\/span> <span class=\"token function\">media<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">Media<\/span><span class=\"token punctuation\">.<\/span><span class=\"token punctuation\">.<\/span><span class=\"token punctuation\">.<\/span> media<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token class-name\">PromptUserSpec<\/span> <span class=\"token function\">media<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">MimeType<\/span> mimeType<span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">URL<\/span> url<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token class-name\">PromptUserSpec<\/span> <span class=\"token function\">media<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">MimeType<\/span> mimeType<span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Resource<\/span> resource<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>    <span class=\"token class-name\">PromptUserSpec<\/span> <span class=\"token function\">metadata<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">Map<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Object<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> metadata<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token class-name\">PromptUserSpec<\/span> <span class=\"token function\">metadata<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">String<\/span> k<span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Object<\/span> v<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p><span class=\"token punctuation\">}<\/span><\/p>\n<p><span class=\"token keyword\">interface<\/span> <span class=\"token class-name\">PromptSystemSpec<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n    <span class=\"token class-name\">PromptSystemSpec<\/span> <span class=\"token function\">text<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">String<\/span> text<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token class-name\">PromptSystemSpec<\/span> <span class=\"token function\">text<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">Resource<\/span> text<span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Charset<\/span> charset<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token class-name\">PromptSystemSpec<\/span> <span class=\"token function\">text<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">Resource<\/span> text<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>    <span class=\"token class-name\">PromptSystemSpec<\/span> <span class=\"token function\">params<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">Map<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Object<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> p<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token class-name\">PromptSystemSpec<\/span> <span class=\"token function\">param<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">String<\/span> k<span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Object<\/span> v<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>    <span class=\"token class-name\">PromptSystemSpec<\/span> <span class=\"token function\">metadata<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">Map<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Object<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> metadata<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token class-name\">PromptSystemSpec<\/span> <span class=\"token function\">metadata<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">String<\/span> k<span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Object<\/span> v<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p><span class=\"token punctuation\">}<\/span><\/p>\n<h4>Token<\/h4>\n<p>\u65e2\u7136\u8bf4\u5230\u4e86\u63d0\u793a\u8bcd&#xff0c;\u4e0d\u5f97\u4e0d\u63d0\u4e00\u4e0b Token\u3002<\/p>\n<p>Token \u662f AI \u6a21\u578b\u5de5\u4f5c\u539f\u7406\u7684\u57fa\u77f3\u3002\u8f93\u5165\u65f6&#xff0c;\u6a21\u578b\u4f1a\u5c06\u5355\u8bcd\u8f6c\u6362\u4e3a token&#xff0c;\u8f93\u51fa\u65f6&#xff0c;\u6a21\u578b\u4f1a\u5c06 token \u8f6c\u6362\u4e3a\u5355\u8bcd\u3002<\/p>\n<p>\u5728\u82f1\u8bed\u4e2d&#xff0c;**1 \u4e2a token \u2248 1 \u4e2a\u5355\u8bcd * 75%**\u3002\u6bd4\u5982&#xff0c;\u838e\u58eb\u6bd4\u4e9a\u5171 90 \u4e07\u4e2a\u5355\u8bcd&#xff0c;\u7ffb\u8bd1\u8fc7\u6765\u5927\u7ea6\u6709 120 \u4e07\u4e2a Token\u3002<\/p>\n<p>\u5728\u6258\u7ba1 AI \u6a21\u578b\u4e2d&#xff0c;**token &#061; \u91d1\u94b1**\u3002\u6258\u7ba1\u7684 AI \u6a21\u578b&#xff0c;\u6309\u7167 token \u6570\u91cf\u6765\u6536\u8d39&#xff0c;\u8f93\u5165\u548c\u8f93\u51fa\u90fd\u4f1a\u5f71\u54cd\u603b token \u6570\u91cf\u3002<\/p>\n<p>**\u6a21\u578b\u4f1a\u53d7\u5230 token \u7684\u9650\u5236\u3002**\u8fd9\u4f1a\u9650\u5236\u5355\u4e2a API \u8c03\u7528\u4e2d\u5904\u7406\u7684\u6587\u672c\u91cf\u3002\u8fd9\u4e2a\u9608\u503c\u901a\u5e38\u79f0\u4e4b\u4e3a\u201c\u4e0a\u4e0b\u6587\u7a97\u53e3\u201d&#xff0c;\u6a21\u578b\u4e0d\u4f1a\u5904\u7406\u8d85\u8fc7\u6b64\u9650\u5236\u7684\u4efb\u4f55\u6587\u672c\u3002\u6bd4\u5982 ChatGPT3 \u7684 token \u9650\u5236\u4e3a 4K&#xff0c;\u800c GPT4 \u5219\u63d0\u4f9b\u4e0d\u540c\u7684\u9009\u9879&#xff0c;\u4f8b\u5982 8K\u300116K \u548c 32K\u3002\u5982\u679c\u60f3\u8981\u7528 GPT4 \u603b\u7ed3\u838e\u58eb\u6bd4\u4e9a\u5168\u96c6&#xff0c;\u90a3\u4e48\u9700\u8981\u5236\u5b9a\u8f6f\u4ef6\u5de5\u7a0b\u7b56\u7565\u7c7b\u5207\u5206\u6570\u636e\u5e76\u5728\u6a21\u578b\u7684\u4e0a\u4e0b\u6587\u7a97\u53e3\u9650\u5236\u5185\u5448\u73b0\u6570\u636e\u3002Spring AI \u9879\u76ee\u53ef\u4ee5\u5e2e\u5fd9\u6211\u4eec\u5b8c\u6210\u8fd9\u4e2a\u4efb\u52a1\u3002<\/p>\n<h4>Prompt \u6a21\u677f<\/h4>\n<p>ChatClient\u6d41\u5f0f API \u5141\u8bb8\u5c06 system message \u548c user message \u4f7f\u7528\u6a21\u677f\u6765\u586b\u5145&#xff0c;\u5728\u8fd0\u884c\u65f6\u5c06\u6a21\u677f\u4e2d\u7684\u53d8\u91cf\u66ff\u6362\u4e3a\u5b9e\u9645\u7684\u503c\u3002<\/p>\n<p><span class=\"token class-name\">String<\/span> answer <span class=\"token operator\">&#061;<\/span> <span class=\"token class-name\">ChatClient<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">create<\/span><span class=\"token punctuation\">(<\/span>chatModel<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">prompt<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token punctuation\">.<\/span><span class=\"token function\">user<\/span><span class=\"token punctuation\">(<\/span>u <span class=\"token operator\">-&gt;<\/span> u<span class=\"token punctuation\">.<\/span><span class=\"token function\">text<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u8bf4\u51fa{actor}\u6f14\u8fc7\u7684\u4e09\u90e8\u7535\u5f71&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">param<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;actor&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u6210\u9f99&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token punctuation\">.<\/span><span class=\"token function\">call<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token punctuation\">.<\/span><span class=\"token function\">content<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>Spring AI \u63d0\u4f9b\u4e86 **TemplateRenderer**\u63a5\u53e3\u6765\u6839\u636e\u6307\u5b9a\u7684\u5b57\u7b26\u4e32\u6a21\u677f\u53ca\u53d8\u91cf Map \u6765\u8fdb\u884c\u6a21\u677f\u4e2d\u7684\u53d8\u91cf\u66ff\u6362\u3002\u9ed8\u8ba4\u5b9e\u73b0\u7c7b\u6709\u4e24\u4e2a&#xff0c;\u5982\u4e0b\u6240\u793a&#xff1a;<\/p>\n<ul>\n<li>StTemplateRenderer&#xff1a;\u4f7f\u7528 StringTemplate v4\u5b9e\u73b0\u5b57\u7b26\u4e32\u6a21\u677f\u66ff\u6362&#xff0c;\u9ed8\u8ba4\u5f00\u59cb\u548c\u7ed3\u675f\u7b26\u4e3a {\u53d8\u91cf\u540d}\u3002<\/li>\n<li>NoOpTemplateRenderer&#xff1a;\u5565\u4e5f\u4e0d\u5e72&#xff0c;\u8fd4\u56de\u539f\u503c\u3002<\/li>\n<\/ul>\n<p>\u5982\u679c\u4e0a\u8ff0\u9ed8\u8ba4\u5b9e\u73b0\u7c7b\u4e0d\u6ee1\u8db3\u9700\u6c42&#xff0c;\u6bd4\u5982\u60f3\u8981\u5f00\u59cb\u7ed3\u675f\u7b26\u4e3a &lt;\u53d8\u91cf\u540d&gt;&#xff08;\u56e0\u4e3a JSON \u7528\u7684\u662f{}&#xff0c;\u6240\u4ee5\u53ef\u80fd\u51b2\u7a81&#xff09;&#xff0c;\u5219\u53ef\u5728 ChatClient \u5bf9\u8c61\u4e2d\u81ea\u884c\u6307\u5b9a StTemplateRenderer\u5b9e\u4f8b\u5373\u53ef\u3002<\/p>\n<p><span class=\"token class-name\">String<\/span> answer <span class=\"token operator\">&#061;<\/span> <span class=\"token class-name\">ChatClient<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">create<\/span><span class=\"token punctuation\">(<\/span>chatModel<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">prompt<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token punctuation\">.<\/span><span class=\"token function\">user<\/span><span class=\"token punctuation\">(<\/span>u <span class=\"token operator\">-&gt;<\/span> u<span class=\"token punctuation\">.<\/span><span class=\"token function\">text<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u8bf4\u51fa{actor}\u6f14\u8fc7\u7684\u4e09\u90e8\u7535\u5f71&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">param<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;actor&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u6210\u9f99&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token punctuation\">.<\/span><span class=\"token function\">templateRenderer<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">StTemplateRenderer<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">builder<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">startDelimiterToken<\/span><span class=\"token punctuation\">(<\/span><span class=\"token char\">&#039;&lt;&#039;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">endDelimiterToken<\/span><span class=\"token punctuation\">(<\/span><span class=\"token char\">&#039;&gt;&#039;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">build<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token punctuation\">.<\/span><span class=\"token function\">call<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token punctuation\">.<\/span><span class=\"token function\">content<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<h4>\u6d88\u606f\u5143\u6570\u636e<\/h4>\n<p>ChatClient \u652f\u6301\u5411 system message \u548c user message \u4e0a\u6dfb\u52a0\u5143\u6570\u636e\u3002\u5143\u6570\u636e\u63d0\u4f9b\u6709\u5173\u6d88\u606f\u7684\u9644\u52a0\u4e0a\u4e0b\u6587\u4fe1\u606f&#xff0c;\u53ef\u4f9b AI Model \u6216\u4e0b\u6e38\u5904\u7406\u4f7f\u7528&#xff08;\u6bd4\u5982\u5904\u7406 Advisor \u4e2d\u7684\u6d88\u606f\u6216\u68c0\u67e5\u5bf9\u8bdd\u5386\u53f2\u65f6\u4f7f\u7528&#xff09;\u3002\u5143\u6570\u636e\u4e5f\u652f\u6301\u9ed8\u8ba4\u5143\u6570\u636e\u548c\u8fd0\u884c\u65f6\u5143\u6570\u636e\u3002\u6ce8\u610f&#xff1a;\u4f20\u9012\u7684\u5143\u6570\u636e\u7684 key \u548c value \u5747\u4e0d\u53ef\u4e3a null\u3002<\/p>\n<p>\u793a\u4f8b&#xff1a;\u8fd0\u884c\u65f6\u4f20\u5165\u5143\u6570\u636e userId \u548c messageId\u3002<\/p>\n<p><span class=\"token class-name\">Prompt<\/span> prompt <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">Prompt<\/span><span class=\"token punctuation\">(<\/span>DEFAULT_PROMPT<span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">OpenAiChatOptions<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">builder<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token punctuation\">.<\/span><span class=\"token function\">temperature<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">0.7<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token punctuation\">.<\/span><span class=\"token function\">build<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p><span class=\"token class-name\">Map<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Object<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> metadata <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">HashMap<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\nmetadata<span class=\"token punctuation\">.<\/span><span class=\"token function\">put<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;userId&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u7518\u84dd\u804aJava&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\nmetadata<span class=\"token punctuation\">.<\/span><span class=\"token function\">put<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;messageId&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;145612235&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p><span class=\"token keyword\">return<\/span> chatClient<span class=\"token punctuation\">.<\/span><span class=\"token function\">prompt<\/span><span class=\"token punctuation\">(<\/span>prompt<span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token punctuation\">.<\/span><span class=\"token function\">user<\/span><span class=\"token punctuation\">(<\/span>u <span class=\"token operator\">-&gt;<\/span> u<span class=\"token punctuation\">.<\/span><span class=\"token function\">text<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u8bf4\u51fa{actor}\u6f14\u8fc7\u7684\u4e09\u90e8\u7535\u5f71&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">param<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;actor&#034;<\/span><span class=\"token punctuation\">,<\/span> actor<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">metadata<\/span><span class=\"token punctuation\">(<\/span>metadata<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token punctuation\">.<\/span><span class=\"token function\">call<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token punctuation\">.<\/span><span class=\"token function\">content<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<h3><\/h3>\n<h3>Advisor&#xff08;\u589e\u5f3a&#xff09;<\/h3>\n<p>Advisor API \u63d0\u4f9b\u4e86\u7075\u6d3b\u3001\u5f3a\u5927\u7684\u65b9\u5f0f\u6765\u62e6\u622a\u3001\u4fee\u6539\u548c\u589e\u5f3a Spring AI \u4ea4\u4e92\u3002\u5728\u4f7f\u7528\u7528\u6237\u8f93\u5165\u7684\u6587\u672c\u6784\u9020 Prompt \u8c03\u7528 AI \u6a21\u578b\u65f6&#xff0c;\u4e00\u4e2a\u5e38\u89c1\u7684\u6a21\u5f0f\u662f\u4f7f\u7528\u4e0a\u4e0b\u6587\u6570\u636e\u6765\u6269\u5145 Prompt&#xff0c;\u6700\u7ec8\u4f7f\u7528\u6269\u5145\u540e\u7684 Prompt \u4e0e\u6a21\u578b\u4ea4\u4e92\u3002<\/p>\n<p>\u7528\u4e8e\u6269\u5145 Prompt \u7684\u4e0a\u4e0b\u6587\u6570\u636e\u53ef\u4ee5\u662f\u4e0d\u540c\u7c7b\u578b\u7684&#xff0c;\u5e38\u89c1\u7c7b\u578b\u5305\u62ec&#xff1a;<\/p>\n<ul>\n<li>\u81ea\u5df1\u7684\u6570\u636e&#xff1a;\u8fd9\u4e9b\u662f AI \u6a21\u578b\u5c1a\u672a\u8bad\u7ec3\u8fc7\u7684\u6570\u636e&#xff0c;\u6bd4\u5982\u7279\u5b9a\u9886\u57df\u77e5\u8bc6\u3001\u4ea7\u54c1\u6587\u6863\u7b49\u3002\u5373 RAG\u3002<\/li>\n<li>\u804a\u5929\u8bb0\u5fc6\u6570\u636e&#xff1a;ChatClient \u662f\u65e0\u72b6\u6001 API&#xff0c;\u5982\u679c\u4f60\u544a\u8bc9 AI \u6a21\u578b\u4f60\u7684\u540d\u5b57&#xff0c;\u5b83\u4e0d\u4f1a\u5728\u540e\u7eed\u4ea4\u4e92\u4e2d\u8bb0\u4f4f\u5b83&#xff0c;\u6bcf\u6b21\u8bf7\u6c42\u5fc5\u987b\u53d1\u9001\u5bf9\u8bdd\u804a\u5929\u5386\u53f2\u8bb0\u5f55&#xff0c;\u4ee5\u786e\u4fdd\u751f\u6210\u54cd\u5e94\u65f6\u8003\u8651\u5230\u5148\u524d\u7684\u4ea4\u4e92\u3002<\/li>\n<\/ul>\n<h4>AdvisorSpec \u63a5\u53e3<\/h4>\n<p>ChatClient \u63d0\u4f9b\u4e86 AdvisorSpec\u63a5\u53e3\u7528\u4e8e\u914d\u7f6e Advisor\u3002\u6b64\u63a5\u53e3\u63d0\u4f9b\u6dfb\u52a0\u53c2\u6570\u3001\u5411\u94fe\u4e2d\u6dfb\u52a0Advisor \u7684\u65b9\u6cd5\u3002<\/p>\n<p><span class=\"token keyword\">interface<\/span> <span class=\"token class-name\">AdvisorSpec<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n    <span class=\"token class-name\">AdvisorSpec<\/span> <span class=\"token function\">param<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">String<\/span> k<span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Object<\/span> v<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token class-name\">AdvisorSpec<\/span> <span class=\"token function\">params<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">Map<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Object<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> p<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>    <span class=\"token class-name\">AdvisorSpec<\/span> <span class=\"token function\">advisors<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">Advisor<\/span><span class=\"token punctuation\">.<\/span><span class=\"token punctuation\">.<\/span><span class=\"token punctuation\">.<\/span> advisors<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token class-name\">AdvisorSpec<\/span> <span class=\"token function\">advisors<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">List<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">Advisor<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> advisors<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<p>Advisor \u7684\u987a\u5e8f\u5f88\u91cd\u8981&#xff0c;\u6dfb\u52a0\u987a\u5e8f&#061;\u6267\u884c\u987a\u5e8f\u3002\u4e00\u4e2a Advisor \u6267\u884c\u5b8c\u6210\u540e&#xff0c;\u4f1a\u4f20\u9012\u5230\u4e0b\u4e00\u4e2a Advisor \u4e0a\u3002\u6bd4\u5982&#xff0c;\u4e0b\u9762\u7684\u4f8b\u5b50\u4e2d&#xff0c;\u5148\u6267\u884c MessageChatMemoryAdvisor&#xff08;\u804a\u5929\u8bb0\u5fc6&#xff09;&#xff0c;\u7136\u540e\u5728\u6267\u884c QuestionAnswerAdvisor&#xff08;\u68c0\u7d22\u589e\u5f3a\u751f\u6210 RAG&#xff09;\u3002<\/p>\n<p><span class=\"token class-name\">ChatClient<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">builder<\/span><span class=\"token punctuation\">(<\/span>chatModel<span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token punctuation\">.<\/span><span class=\"token function\">build<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token punctuation\">.<\/span><span class=\"token function\">prompt<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token punctuation\">.<\/span><span class=\"token function\">advisors<\/span><span class=\"token punctuation\">(<\/span><br \/>\n        <span class=\"token class-name\">MessageChatMemoryAdvisor<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">builder<\/span><span class=\"token punctuation\">(<\/span>chatMemory<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">build<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token class-name\">QuestionAnswerAdvisor<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">builder<\/span><span class=\"token punctuation\">(<\/span>vectorStore<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">build<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token punctuation\">.<\/span><span class=\"token function\">user<\/span><span class=\"token punctuation\">(<\/span>userText<span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token punctuation\">.<\/span><span class=\"token function\">call<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token punctuation\">.<\/span><span class=\"token function\">content<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<h4>\u6700\u7b80\u5355\u7684\u5b9e\u73b0&#xff1a;\u65e5\u5fd7\u8bb0\u5f55<\/h4>\n<p>Spring AI \u4e3a\u4e86\u65b9\u4fbf\u8c03\u8bd5\u3001\u76d1\u63a7 Spring AI \u5e94\u7528\u7684\u4ea4\u4e92&#xff0c;\u6dfb\u52a0\u4e86\u4e00\u4e2a SimpleLoggerAdvisor \u589e\u5f3a&#xff0c;**\u5b9e\u73b0\u5bf9 ****ChatClient**\u8bf7\u6c42\u548c\u54cd\u5e94\u7684\u65e5\u5fd7\u6253\u5370\u3002<\/p>\n<p>\u5b9e\u73b0\u539f\u7406&#xff1a;\u5728 ChatClient \u7684 Advisor \u8c03\u7528\u94fe\u4e0a\u6253\u5370\u8bf7\u6c42\u548c\u54cd\u5e94\u65e5\u5fd7\u3002<\/p>\n<p><span class=\"token annotation punctuation\">&#064;Override<\/span><br \/>\n<span class=\"token keyword\">public<\/span> <span class=\"token class-name\">ChatClientResponse<\/span> <span class=\"token function\">adviseCall<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">ChatClientRequest<\/span> chatClientRequest<span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">CallAdvisorChain<\/span> callAdvisorChain<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n    <span class=\"token function\">logRequest<\/span><span class=\"token punctuation\">(<\/span>chatClientRequest<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>    <span class=\"token class-name\">ChatClientResponse<\/span> chatClientResponse <span class=\"token operator\">&#061;<\/span> callAdvisorChain<span class=\"token punctuation\">.<\/span><span class=\"token function\">nextCall<\/span><span class=\"token punctuation\">(<\/span>chatClientRequest<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>    <span class=\"token function\">logResponse<\/span><span class=\"token punctuation\">(<\/span>chatClientResponse<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>    <span class=\"token keyword\">return<\/span> chatClientResponse<span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<p><span class=\"token keyword\">protected<\/span> <span class=\"token keyword\">void<\/span> <span class=\"token function\">logRequest<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">ChatClientRequest<\/span> request<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n    logger<span class=\"token punctuation\">.<\/span><span class=\"token function\">debug<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;request: {}&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token keyword\">this<\/span><span class=\"token punctuation\">.<\/span>requestToString<span class=\"token punctuation\">.<\/span><span class=\"token function\">apply<\/span><span class=\"token punctuation\">(<\/span>request<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<p><span class=\"token keyword\">protected<\/span> <span class=\"token keyword\">void<\/span> <span class=\"token function\">logResponse<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">ChatClientResponse<\/span> chatClientResponse<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n    logger<span class=\"token punctuation\">.<\/span><span class=\"token function\">debug<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;response: {}&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token keyword\">this<\/span><span class=\"token punctuation\">.<\/span>responseToString<span class=\"token punctuation\">.<\/span><span class=\"token function\">apply<\/span><span class=\"token punctuation\">(<\/span>chatClientResponse<span class=\"token punctuation\">.<\/span><span class=\"token function\">chatResponse<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<p>\u5f00\u542f\u65b9\u5f0f&#xff1a;<\/p>\n<p>\u6b65\u9aa4 1\u3001ChatClient\u4e2d\u52a0\u5165 SimpleLoggerAdvisor<\/p>\n<p><span class=\"token class-name\">ChatResponse<\/span> response <span class=\"token operator\">&#061;<\/span> <span class=\"token class-name\">ChatClient<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">create<\/span><span class=\"token punctuation\">(<\/span>chatModel<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">prompt<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token punctuation\">.<\/span><span class=\"token function\">advisors<\/span><span class=\"token punctuation\">(<\/span><span class=\"token keyword\">new<\/span> <span class=\"token class-name\">SimpleLoggerAdvisor<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token punctuation\">.<\/span><span class=\"token function\">user<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;Tell me a joke?&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token punctuation\">.<\/span><span class=\"token function\">call<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token punctuation\">.<\/span><span class=\"token function\">chatResponse<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>\u6b65\u9aa4 2\u3001\u5c06 org.springframework.ai.chat.client.advisor\u65e5\u5fd7\u7ea7\u522b\u8bbe\u7f6e\u4e3a debug<\/p>\n<p><span class=\"token key atrule\">logging<\/span><span class=\"token punctuation\">:<\/span><br \/>\n  <span class=\"token key atrule\">level<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token key atrule\">org<\/span><span class=\"token punctuation\">:<\/span><br \/>\n      <span class=\"token key atrule\">springframework<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token key atrule\">ai<\/span><span class=\"token punctuation\">:<\/span><br \/>\n          <span class=\"token key atrule\">chat<\/span><span class=\"token punctuation\">:<\/span><br \/>\n            <span class=\"token key atrule\">client<\/span><span class=\"token punctuation\">:<\/span><br \/>\n              <span class=\"token key atrule\">advisor<\/span><span class=\"token punctuation\">:<\/span> debug<\/p>\n<p>\u81ea\u5b9a\u4e49\u65e5\u5fd7\u6253\u5370&#xff1a;\u5982\u679c\u60f3\u8981\u81ea\u5b9a\u4e49\u65e5\u5fd7\u6253\u5370&#xff0c;\u652f\u6301\u4f20\u5165 Function&#xff0c;\u5c06 request \u548c response \u8f6c\u6362\u4e3a String \u5373\u53ef\u3002\u6ce8\u610f&#xff1a;\u751f\u4ea7\u73af\u5883\u654f\u611f\u4fe1\u606f\u7684\u65e5\u5fd7\u8f93\u51fa\u8981\u8c28\u614e\u3002<\/p>\n<p><span class=\"token comment\">\/\/ \u6784\u9020\u65b9\u6cd5<\/span><br \/>\n<span class=\"token class-name\">SimpleLoggerAdvisor<\/span><span class=\"token punctuation\">(<\/span><br \/>\n    <span class=\"token class-name\">Function<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">ChatClientRequest<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">String<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> requestToString<span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token class-name\">Function<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">ChatResponse<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">String<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> responseToString<span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token keyword\">int<\/span> order<br \/>\n<span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\">\/\/ \u81ea\u5b9a\u4e49\u65e5\u5fd7\u6253\u5370<\/span><br \/>\n<span class=\"token class-name\">SimpleLoggerAdvisor<\/span> customLogger <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">SimpleLoggerAdvisor<\/span><span class=\"token punctuation\">(<\/span><br \/>\n    request <span class=\"token operator\">-&gt;<\/span> <span class=\"token string\">&#034;Custom request: &#034;<\/span> <span class=\"token operator\">&#043;<\/span> request<span class=\"token punctuation\">.<\/span><span class=\"token function\">prompt<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">getUserMessage<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    response <span class=\"token operator\">-&gt;<\/span> <span class=\"token string\">&#034;Custom response: &#034;<\/span> <span class=\"token operator\">&#043;<\/span> response<span class=\"token punctuation\">.<\/span><span class=\"token function\">getResult<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token number\">0<\/span><br \/>\n<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<h4>\u5176\u5b83\u5b9e\u73b0&#xff1a;RAG\u3001ChatMemory<\/h4>\n<p>\u4e00\u4e0b\u4e24\u90e8\u5206&#xff0c;\u4f1a\u5728\u540e\u7eed\u6587\u7ae0\u4e2d\u8be6\u7ec6\u4ecb\u7ecd\u3002<\/p>\n<p>QuestionAnswerAdvisor\u68c0\u7d22\u589e\u5f3a\u751f\u6210 RAG\u3002<\/p>\n<p>MessageChatMemoryAdvisor \u804a\u5929\u8bb0\u5fc6\u3002<\/p>\n<p>MessageChatMemoryAdvisor.builder(chatMemory).build(),<\/p>\n<p>    QuestionAnswerAdvisor.builder(vectorStore).build()<\/p>\n<h3>ChatClient \u54cd\u5e94 &#8211; ChatResponse<\/h3>\n<p>ChatClient API \u63d0\u4f9b\u4e86\u591a\u79cd\u65b9\u6cd5\u6765\u683c\u5f0f\u5316\u6765\u81ea AI \u6a21\u578b\u7684\u54cd\u5e94&#xff0c;\u4f7f\u7528\u6d41\u5f0f API\u3002<\/p>\n<p>AI \u6a21\u578b\u7684\u54cd\u5e94\u662f\u4e00\u79cd\u7531 ChatResponse \u7c7b\u578b\u5b9a\u4e49\u7684\u4e30\u5bcc\u7ed3\u6784\u3002<\/p>\n<p>ChatResponse &#061; \u54cd\u5e94\u751f\u6210\u7684\u5143\u6570\u636e &#043; \u82e5\u5e72\u5b50\u54cd\u5e94&#xff08;\u79f0\u4e3a Generation&#xff0c;\u4e5f\u5305\u542b\u81ea\u5df1\u7684\u5143\u6570\u636e&#xff09;\u3002\u5143\u6570\u636e\u5305\u62ec\u521b\u5efa\u54cd\u5e94\u7684 token \u6570\u91cf\u4fe1\u606f\u3002<\/p>\n<p>\u7b80\u5355\u8c03\u7528&#xff08;\u4f7f\u7528 call() \u65b9\u6cd5&#xff09;\u8fd4\u56de&#xff1a;\u652f\u6301\u8fd4\u56de\u5b57\u7b26\u4e32\u5185\u5bb9\u3001\u8f6c\u6362\u4e3a\u5b9e\u4f53\u7c7b\u3001\u652f\u6301\u6cdb\u578b\u8f6c\u6362\u3001\u652f\u6301\u6307\u5b9a\u8f6c\u6362\u5668\u8f6c\u6362\u4e3a\u5b9e\u4f53\u7b49\u3002\u6ce8\u610f&#xff1a;call()\u672c\u8eab\u4e0d\u4f1a\u89e6\u53d1 AI \u8c03\u7528&#xff0c;\u4ec5\u4ec5\u662f\u6307\u793a Spring AI \u662f\u5426\u4f7f\u7528\u540c\u6b65\u6216\u6d41\u5f0f\u8c03\u7528\u3002\u5b9e\u9645\u7684 AI \u8bf7\u6c42\u53d1\u751f\u5728\u8c03\u7528 content()\u3001chatResponse()\u7b49\u65b9\u6cd5\u65f6\u3002<\/p>\n<p><span class=\"token keyword\">interface<\/span> <span class=\"token class-name\">CallResponseSpec<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n    <span class=\"token comment\">\/\/ \u7c7b\u578b1&#xff1a;\u6700\u7b80\u5355\u7684&#xff0c;\u8fd4\u56de\u5b57\u7b26\u4e32<\/span><br \/>\n    <span class=\"token annotation punctuation\">&#064;Nullable<\/span><br \/>\n    <span class=\"token class-name\">String<\/span> <span class=\"token function\">content<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>    <span class=\"token comment\">\/\/ \u7c7b\u578b2&#xff1a;\u8fd4\u56deChatResponse&#xff0c;\u4f1a\u5305\u542b\u5143\u6570\u636e\u548c\u82e5\u5e72generation\u6570\u636e<\/span><br \/>\n    <span class=\"token annotation punctuation\">&#064;Nullable<\/span><br \/>\n    <span class=\"token class-name\">ChatResponse<\/span> <span class=\"token function\">chatResponse<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>    <span class=\"token comment\">\/\/ \u7c7b\u578b3&#xff1a;\u8fd4\u56deChatClientResponse&#xff0c;\u6bd4\u4e0a\u9762\u591a\u4e86ChatClient\u6267\u884c\u4e0a\u4e0b\u6587<\/span><br \/>\n    <span class=\"token comment\">\/\/ \u6bd4\u5982&#xff0c;RAG\u6d41\u7a0b\u4e2d\u68c0\u7d22\u5230\u7684\u76f8\u5173\u6587\u6863<\/span><br \/>\n    <span class=\"token class-name\">ChatClientResponse<\/span> <span class=\"token function\">chatClientResponse<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>    <span class=\"token comment\">\/\/ \u7c7b\u578b4&#xff1a;\u8fd4\u56deJava\u7c7b\u578b&#xff0c;\u652f\u6301\u6cdb\u578b\u8f6c\u6362&#xff0c;\u81ea\u5b9a\u4e49\u8f6c\u6362\u5668<\/span><br \/>\n    <span class=\"token annotation punctuation\">&#064;Nullable<\/span><br \/>\n    <span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">T<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token class-name\">T<\/span> <span class=\"token function\">entity<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">ParameterizedTypeReference<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">T<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> type<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token annotation punctuation\">&#064;Nullable<\/span><br \/>\n    <span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">T<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token class-name\">T<\/span> <span class=\"token function\">entity<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">StructuredOutputConverter<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">T<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> structuredOutputConverter<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token annotation punctuation\">&#064;Nullable<\/span><br \/>\n    <span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">T<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token class-name\">T<\/span> <span class=\"token function\">entity<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">Class<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">T<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> type<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>    <span class=\"token comment\">\/\/ \u7c7b\u578b5&#xff1a;\u4f7f\u7528ResponseEntity\u5305\u88f9\u7684\u5b8c\u6574\u5bf9\u8c61<\/span><br \/>\n    <span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">T<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token class-name\">ResponseEntity<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">ChatResponse<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">T<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token function\">responseEntity<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">Class<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">T<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> type<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">T<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token class-name\">ResponseEntity<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">ChatResponse<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">T<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token function\">responseEntity<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">ParameterizedTypeReference<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">T<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> type<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">T<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token class-name\">ResponseEntity<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">ChatResponse<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">T<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token function\">responseEntity<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">StructuredOutputConverter<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">T<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> structuredOutputConverter<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<p>\u6d41\u5f0f\u8c03\u7528\u8fd4\u56de&#xff08;\u4f7f\u7528 stream() \u65b9\u6cd5&#xff09;&#xff1a;\u548c\u4e0a\u9762\u7c7b\u4f3c\u7684\u8fd4\u56de\u5bf9\u8c61&#xff0c;\u9664\u4e86\u5b83\u662f Flux \u7c7b\u578b\u3002<\/p>\n<p><span class=\"token keyword\">interface<\/span> <span class=\"token class-name\">StreamResponseSpec<\/span> <span class=\"token punctuation\">{<\/span><\/p>\n<p>    <span class=\"token class-name\">Flux<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token function\">content<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>    <span class=\"token class-name\">Flux<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">ChatResponse<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token function\">chatResponse<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>    <span class=\"token class-name\">Flux<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">ChatClientResponse<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token function\">chatClientResponse<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p><span class=\"token punctuation\">}<\/span><\/p>\n<h3>ChatClient \u5176\u5b83\u8bf4\u660e<\/h3>\n<p>ChatClient\u540c\u65f6\u652f\u6301\u963b\u585e\u5f0f&#xff08;Servlet&#xff09;\u4e0e\u54cd\u5e94\u5f0f&#xff08;WebFlux&#xff09;\u7f16\u7a0b\u6a21\u578b\u3002\u5728\u5b9e\u9645\u4f7f\u7528\u8fc7\u7a0b\u4e2d&#xff0c;\u9700\u8981\u4e8c\u9009\u4e00&#xff0c;\u8981\u4e48\u963b\u585e\u5f0f&#xff0c;\u8981\u4e48\u54cd\u5e94\u5f0f\u3002<\/p>\n<ul>\n<li>\u963b\u585e\u5f0f&#xff1a;Servlet&#xff0c;\u6dfb\u52a0 spring-boot-starter-web\u4f9d\u8d56<\/li>\n<li>\u54cd\u5e94\u5f0f&#xff1a;WebFlux&#xff0c;\u6dfb\u52a0 spring-boot-starter-webflux\u4f9d\u8d56<\/li>\n<\/ul>\n<p>\u7279\u522b\u8bf4\u660e&#xff1a;<\/p>\n<p>1\u3001**Tool Calling \u662f\u963b\u585e\u5f0f\u7684&#xff0c;\u4f1a\u963b\u585e\u5de5\u4f5c\u6d41\u3002**\u4e5f\u4f1a\u5bfc\u81f4\u90e8\u5206\/\u4e2d\u65ad Micrometer \u89c2\u5bdf&#xff08;\u6bd4\u5982&#xff0c;ChatClient spans \u548c tool calling spans \u672a\u8fde\u63a5&#xff0c;\u7b2c\u4e00\u4e2a\u56e0\u6b64\u4fdd\u5b58\u4e0d\u5b8c\u6574&#xff09;\u3002<\/p>\n<p>2\u3001\u5185\u7f6e Advisor \u5bf9\u6807\u51c6\u8c03\u7528\u6267\u884c\u963b\u585e\u64cd\u4f5c&#xff0c;\u5bf9\u6d41\u5f0f\u8c03\u7528\u6267\u884c\u975e\u963b\u585e\u64cd\u4f5c\u3002\u7528\u4e8e Advisor \u6d41\u5f0f\u8c03\u7528\u7684 Reactor Scheduler \u53ef\u4ee5\u901a\u8fc7\u6bcf\u4e2a Advisor \u7c7b\u4e0a\u7684 Builder \u8fdb\u884c\u914d\u7f6e\u3002<\/p>\n<h2>\u53c2\u8003<\/h2>\n<p>1.Chat Client API | Spring AI Alibaba<\/p>\n<p>2.https:\/\/docs.spring.io\/spring-ai\/reference\/api\/chatclient.html#_creating_a_chatclient<\/p>\n<h2>\u76f8\u5173\u535a\u6587<\/h2>\n<p>1.\u7b2c 1 \u7bc7 Spring AI Aliaba &#8211; AI \u5feb\u901f\u4f53\u9a8c 2.\u7b2c 2 \u7bc7 Spring AI Alibaba \u521d\u4f53\u9a8c&#xff1a;\u539f\u6765 Java \u4e5f\u80fd\u8f7b\u677e\u73a9\u8f6c AI Agent 3.\u7b2c 3 \u7bc7 Spring AI &#8211; Model API \u5165\u95e8\u6307\u5357 4.\u7b2c 4 \u7bc7 \u6df1\u5165\u7406\u89e3 Spring 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