{"id":26764,"date":"2025-07-21T08:13:49","date_gmt":"2025-07-21T00:13:49","guid":{"rendered":"https:\/\/aif.amtbbs.org\/?p=26764"},"modified":"2025-07-21T08:13:49","modified_gmt":"2025-07-21T00:13:49","slug":"%e9%9d%a2%e8%af%95%e5%ae%98%ef%bc%9a%e5%a6%82%e4%bd%95%e5%ae%9e%e7%8e%b0%e5%a4%a7%e6%a8%a1%e5%9e%8b%e7%9a%84%e8%bf%9e%e7%bb%ad%e5%af%b9%e8%af%9d%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/aif.amtbbs.org\/index.php\/2025\/07\/21\/26764\/","title":{"rendered":"\u9762\u8bd5\u5b98\uff1a\u5982\u4f55\u5b9e\u73b0\u5927\u6a21\u578b\u7684\u8fde\u7eed\u5bf9\u8bdd\uff1f"},"content":{"rendered":"<div><img data-dominant-color=\"0a6b8e\" data-has-transparency=\"false\" style=\"--dominant-color: #0a6b8e;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-26766\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/07\/7612d38192d731943e5352c017a17c76a0ab2c-300x167-1.jpg\" width=\"300\" height=\"167\" alt=\"\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/07\/7612d38192d731943e5352c017a17c76a0ab2c-300x167-1.jpg 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/07\/7612d38192d731943e5352c017a17c76a0ab2c-300x167-1-150x84.jpg 150w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/div>\n<div><\/div>\n<div class=\"article-desc\">\u5927\u6a21\u578b\u8fde\u7eed\u5bf9\u8bdd\u529f\u80fd\u4e0d\u540c\u7684\u6846\u67b6\u5b9e\u73b0\u4e5f\u662f\u4e0d\u540c\u7684\uff0c\u4ee5\u884c\u4e1a\u4f7f\u7528\u6700\u591a\u7684 Java AI \u6846\u67b6 Spring AI \u548c Spring AI Alibaba \u4e3a\u4f8b\uff0c\u7ed9\u5927\u5bb6\u6f14\u793a\u4e00\u4e0b\u5b83\u4eec\u8fde\u7eed\u5bf9\u8bdd\u662f\u5982\u4f55\u5b9e\u73b0\u7684\u3002<\/div>\n<div id=\"postspictures\" class=\"article-content\">\n<div id=\"container\" class=\"container am-engine\" data-v-01a18e2f=\"\" data-element=\"root\">\n<p>\u6240\u6709\u7684\u5927\u6a21\u578b\u672c\u8eab\u662f\u4e0d\u8fdb\u884c\u4fe1\u606f\u5b58\u50a8\u7684\uff0c\u4e5f\u4e0d\u63d0\u4f9b\u8fde\u7eed\u5bf9\u8bdd\u529f\u80fd\uff0c\u6240\u4ee5\u60f3\u8981\u5b9e\u73b0\u8fde\u7eed\u5bf9\u8bdd\u529f\u80fd\u9700\u8981\u5f00\u53d1\u8005\u81ea\u5df1\u5199\u4ee3\u7801\u624d\u80fd\u5b9e\u73b0\u3002\u90a3\u600e\u4e48\u624d\u80fd\u5b9e\u73b0\u5927\u6a21\u578b\u7684\u8fde\u7eed\u5bf9\u8bdd\u529f\u80fd\u5462\uff1f<\/p>\n<p>\u5927\u6a21\u578b\u8fde\u7eed\u5bf9\u8bdd\u529f\u80fd\u4e0d\u540c\u7684\u6846\u67b6\u5b9e\u73b0\u4e5f\u662f\u4e0d\u540c\u7684\uff0c\u4ee5\u884c\u4e1a\u4f7f\u7528\u6700\u591a\u7684 Java AI \u6846\u67b6 Spring AI \u548c Spring AI Alibaba \u4e3a\u4f8b\uff0c\u7ed9\u5927\u5bb6\u6f14\u793a\u4e00\u4e0b\u5b83\u4eec\u8fde\u7eed\u5bf9\u8bdd\u662f\u5982\u4f55\u5b9e\u73b0\u7684\u3002<\/p>\n<h3>1.SpringAI\u8fde\u7eed\u5bf9\u8bdd\u5b9e\u73b0<\/h3>\n<p>Spring AI \u4ee5 MySQL \u6570\u636e\u5e93\u4e3a\u4f8b\uff0c\u6211\u4eec\u6765\u5b9e\u73b0\u4e00\u4e0b\u5b83\u7684\u8fde\u7eed\u5bf9\u8bdd\u529f\u80fd\u3002<\/p>\n<blockquote><p>\u201c<\/p>\n<p>PS\uff1a\u6211\u4eec\u53ea\u6709\u5148\u8bb2\u5bf9\u8bdd\u5b58\u50a8\u8d77\u6765\uff0c\u624d\u80fd\u5b9e\u73b0\u8fde\u7eed\u5bf9\u8bdd\u529f\u80fd\uff0c\u6240\u4ee5\u6211\u4eec\u9700\u8981\u501f\u52a9\u6570\u636e\u5e93\u5b58\u50a8\u6765\u8fde\u7eed\u5bf9\u8bdd\u3002<\/p><\/blockquote>\n<h4>\uff081\uff09\u51c6\u5907\u5de5\u4f5c<\/h4>\n<p>\u521b\u5efa\u8868\uff1a<\/p>\n<div>\n<div class=\"hljs-cto\">\n<div class=\"hljs-cto\"><button class=\"copy_btn disable\" data-clipboard-target=\"#code_id_0\">\u590d\u5236<\/button><\/p>\n<div class=\"code-toolbar\">\n<pre class=\"has-pre-numbering language-plain\" tabindex=\"0\"><code class=\"language-plain\">CREATE TABLE chat_message (\r\n  id BIGINT AUTO_INCREMENT PRIMARY KEY,\r\n  conversation_id VARCHAR(255) NOT NULL,\r\n  role VARCHAR(50) NOT NULL,\r\n  context TEXT NOT NULL,\r\n  created_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP\r\n) ENGINE=InnoDB DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_0900_ai_ci;<\/code><\/pre>\n<ul id=\"code_id_0\" class=\"pre-numbering\">\n<li>1.<\/li>\n<li>2.<\/li>\n<li>3.<\/li>\n<li>4.<\/li>\n<li>5.<\/li>\n<li>6.<\/li>\n<li>7.<\/li>\n<\/ul>\n<div class=\"toolbar\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p>\u6dfb\u52a0\u6570\u636e\u5e93\u548c MyBatisPlus \u4f9d\u8d56\uff1a<\/p>\n<div>\n<div class=\"hljs-cto\">\n<div class=\"hljs-cto\"><button class=\"copy_btn disable\" data-clipboard-target=\"#code_id_1\">\u590d\u5236<\/button><\/p>\n<div class=\"code-toolbar\">\n<pre class=\"has-pre-numbering language-plain\" tabindex=\"0\"><code class=\"language-plain\">&lt;dependency&gt;\r\n  &lt;groupId&gt;com.baomidou&lt;\/groupId&gt;\r\n&lt;artifactId&gt;mybatis-plus-spring-boot3-starter&lt;\/artifactId&gt;\r\n&lt;version&gt;3.5.11&lt;\/version&gt;\r\n&lt;\/dependency&gt;\r\n\r\n&lt;dependency&gt;\r\n&lt;groupId&gt;com.mysql&lt;\/groupId&gt;\r\n&lt;artifactId&gt;mysql-connector-j&lt;\/artifactId&gt;\r\n&lt;scope&gt;runtime&lt;\/scope&gt;\r\n&lt;\/dependency&gt;<\/code><\/pre>\n<ul id=\"code_id_1\" class=\"pre-numbering\">\n<li>1.<\/li>\n<li>2.<\/li>\n<li>3.<\/li>\n<li>4.<\/li>\n<li>5.<\/li>\n<li>6.<\/li>\n<li>7.<\/li>\n<li>8.<\/li>\n<li>9.<\/li>\n<li>10.<\/li>\n<li>11.<\/li>\n<\/ul>\n<div class=\"toolbar\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p>\u8bbe\u7f6e\u914d\u7f6e\u6587\u4ef6\uff1a<\/p>\n<div>\n<div class=\"hljs-cto\">\n<div class=\"hljs-cto\"><button class=\"copy_btn disable\" data-clipboard-target=\"#code_id_2\">\u590d\u5236<\/button><\/p>\n<div class=\"code-toolbar\">\n<pre class=\"has-pre-numbering language-plain\" tabindex=\"0\"><code class=\"language-plain\">spring:\r\n  datasource:\r\n    url:jdbc:mysql:\/\/127.0.0.1:3306\/testdb?characterEncoding=utf8\r\n    username:root\r\n    password:12345678\r\n    driver-class-name:com.mysql.cj.jdbc.Driver\r\n# \u914d\u7f6e\u6253\u5370 MyBatis \u6267\u884c\u7684 SQL\r\nmybatis-plus:\r\nconfiguration:\r\n    log-impl:org.apache.ibatis.logging.stdout.StdOutImpl\r\n# \u914d\u7f6e\u6253\u5370 MyBatis \u6267\u884c\u7684 SQL\r\nlogging:\r\nlevel:\r\n    com:\r\n      ai:\r\n        deepseek:debug<\/code><\/pre>\n<ul id=\"code_id_2\" class=\"pre-numbering\">\n<li>1.<\/li>\n<li>2.<\/li>\n<li>3.<\/li>\n<li>4.<\/li>\n<li>5.<\/li>\n<li>6.<\/li>\n<li>7.<\/li>\n<li>8.<\/li>\n<li>9.<\/li>\n<li>10.<\/li>\n<li>11.<\/li>\n<li>12.<\/li>\n<li>13.<\/li>\n<li>14.<\/li>\n<li>15.<\/li>\n<li>16.<\/li>\n<\/ul>\n<div class=\"toolbar\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p>\u7f16\u5199\u5b9e\u4f53\u7c7b\uff1a<\/p>\n<div>\n<div class=\"hljs-cto\">\n<div class=\"hljs-cto\"><button class=\"copy_btn disable\" data-clipboard-target=\"#code_id_3\">\u590d\u5236<\/button><\/p>\n<div class=\"code-toolbar\">\n<pre class=\"has-pre-numbering language-plain\" tabindex=\"0\"><code class=\"language-plain\">import com.baomidou.mybatisplus.annotation.IdType;\r\nimport com.baomidou.mybatisplus.annotation.TableId;\r\nimport com.baomidou.mybatisplus.annotation.TableName;\r\nimport lombok.Getter;\r\nimport lombok.Setter;\r\n\r\nimport java.io.Serializable;\r\nimport java.util.Date;\r\n\r\n@Getter\r\n@Setter\r\n@TableName(\"chat_message\")\r\npublicclass ChatMessageDO implements Serializable {\r\n\r\n    privatestaticfinallong serialVersionUID = 1L;\r\n\r\n    @TableId(value = \"id\", type = IdType.AUTO)\r\n    private Long id;\r\n\r\n    private String conversationId;\r\n\r\n    private String role;\r\n\r\n    private String context;\r\n\r\n    private Date createdAt;\r\n}<\/code><\/pre>\n<ul id=\"code_id_3\" class=\"pre-numbering\">\n<li>1.<\/li>\n<li>2.<\/li>\n<li>3.<\/li>\n<li>4.<\/li>\n<li>5.<\/li>\n<li>6.<\/li>\n<li>7.<\/li>\n<li>8.<\/li>\n<li>9.<\/li>\n<li>10.<\/li>\n<li>11.<\/li>\n<li>12.<\/li>\n<li>13.<\/li>\n<li>14.<\/li>\n<li>15.<\/li>\n<li>16.<\/li>\n<li>17.<\/li>\n<li>18.<\/li>\n<li>19.<\/li>\n<li>20.<\/li>\n<li>21.<\/li>\n<li>22.<\/li>\n<li>23.<\/li>\n<li>24.<\/li>\n<li>25.<\/li>\n<li>26.<\/li>\n<li>27.<\/li>\n<\/ul>\n<div class=\"toolbar\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p>\u7f16\u5199 Mapper\uff1a<\/p>\n<div>\n<div class=\"hljs-cto\">\n<div class=\"hljs-cto\"><button class=\"copy_btn disable\" data-clipboard-target=\"#code_id_4\">\u590d\u5236<\/button><\/p>\n<div class=\"code-toolbar\">\n<pre class=\"has-pre-numbering language-plain\" tabindex=\"0\"><code class=\"language-plain\">import com.ai.chat.entity.ChatMessageDO;\r\nimport com.baomidou.mybatisplus.core.mapper.BaseMapper;\r\nimport org.apache.ibatis.annotations.Mapper;\r\n\r\n@Mapper\r\npublic interface ChatMessageMapper extends BaseMapper&lt;ChatMessageDO&gt; {\r\n}<\/code><\/pre>\n<ul id=\"code_id_4\" class=\"pre-numbering\">\n<li>1.<\/li>\n<li>2.<\/li>\n<li>3.<\/li>\n<li>4.<\/li>\n<li>5.<\/li>\n<li>6.<\/li>\n<li>7.<\/li>\n<\/ul>\n<div class=\"toolbar\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<h4>\uff082\uff09\u81ea\u5b9a\u4e49ChatMemory\u7c7b<\/h4>\n<p>\u81ea\u5b9a\u4e49\u7684 ChatMemory \u5b9e\u73b0\u7c7b\uff0c\u5c06\u5bf9\u8bdd\u8bb0\u5f55\u5b58\u50a8\u5230 MySQL\uff1a<\/p>\n<div>\n<div class=\"hljs-cto\">\n<div class=\"hljs-cto\"><button class=\"copy_btn disable\" data-clipboard-target=\"#code_id_5\">\u590d\u5236<\/button><\/p>\n<div class=\"code-toolbar\">\n<pre class=\"has-pre-numbering language-plain\" tabindex=\"0\"><code class=\"language-plain\">import com.ai.deepseek.entity.ChatMessageDO;\r\nimport com.ai.deepseek.mapper.ChatMessageMapper;\r\nimport com.baomidou.mybatisplus.core.conditions.query.LambdaQueryWrapper;\r\nimport org.springframework.ai.chat.memory.ChatMemory;\r\nimport org.springframework.ai.chat.messages.Message;\r\nimport org.springframework.ai.chat.messages.UserMessage;\r\nimport org.springframework.beans.factory.annotation.Autowired;\r\nimport org.springframework.stereotype.Component;\r\n\r\nimport java.util.List;\r\nimport java.util.stream.Collectors;\r\n\r\n@Component\r\npublicclass MySQLChatMemory implements ChatMemory {\r\n    @Autowired\r\n    private ChatMessageMapper repository;\r\n\r\n    @Override\r\n    public void add(String conversationId, Message message) {\r\n        ChatMessageDO entity = new ChatMessageDO();\r\n        entity.setConversationId(conversationId);\r\n        entity.setRole(message.getMessageType().name());\r\n        entity.setContext(message.getText());\r\n        repository.insert(entity);\r\n    }\r\n\r\n    @Override\r\n    public void add(String conversationId, List&lt;Message&gt; messages) {\r\n        messages.forEach(message -&gt; add(conversationId, message));\r\n    }\r\n\r\n    @Override\r\n    public List&lt;Message&gt; get(String conversationId, int lastN) {\r\n        LambdaQueryWrapper&lt;ChatMessageDO&gt; queryWrapper = new LambdaQueryWrapper&lt;&gt;();\r\n        queryWrapper.eq(ChatMessageDO::getConversationId, conversationId);\r\n        \/\/ queryWrapper.orderByDesc(ChatMessageDO::getId);\r\n        return repository.selectList(queryWrapper)\r\n        .stream()\r\n        .limit(lastN)\r\n        .map(e -&gt; new UserMessage(e.getContext()))\r\n        .collect(Collectors.toList());\r\n    }\r\n\r\n    @Override\r\n    public void clear(String conversationId) {\r\n        LambdaQueryWrapper&lt;ChatMessageDO&gt; queryWrapper = new LambdaQueryWrapper&lt;&gt;();\r\n        queryWrapper.eq(ChatMessageDO::getConversationId, conversationId);\r\n        repository.delete(queryWrapper);\r\n    }\r\n}<\/code><\/pre>\n<ul id=\"code_id_5\" class=\"pre-numbering\">\n<li>1.<\/li>\n<li>2.<\/li>\n<li>3.<\/li>\n<li>4.<\/li>\n<li>5.<\/li>\n<li>6.<\/li>\n<li>7.<\/li>\n<li>8.<\/li>\n<li>9.<\/li>\n<li>10.<\/li>\n<li>11.<\/li>\n<li>12.<\/li>\n<li>13.<\/li>\n<li>14.<\/li>\n<li>15.<\/li>\n<li>16.<\/li>\n<li>17.<\/li>\n<li>18.<\/li>\n<li>19.<\/li>\n<li>20.<\/li>\n<li>21.<\/li>\n<li>22.<\/li>\n<li>23.<\/li>\n<li>24.<\/li>\n<li>25.<\/li>\n<li>26.<\/li>\n<li>27.<\/li>\n<li>28.<\/li>\n<li>29.<\/li>\n<li>30.<\/li>\n<li>31.<\/li>\n<li>32.<\/li>\n<li>33.<\/li>\n<li>34.<\/li>\n<li>35.<\/li>\n<li>36.<\/li>\n<li>37.<\/li>\n<li>38.<\/li>\n<li>39.<\/li>\n<li>40.<\/li>\n<li>41.<\/li>\n<li>42.<\/li>\n<li>43.<\/li>\n<li>44.<\/li>\n<li>45.<\/li>\n<li>46.<\/li>\n<li>47.<\/li>\n<li>48.<\/li>\n<li>49.<\/li>\n<li>50.<\/li>\n<\/ul>\n<div class=\"toolbar\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<h4>\uff083\uff09\u4ee3\u7801\u8c03\u7528<\/h4>\n<p>\u7f16\u5199\u4ee3\u7801\u6d4b\u8bd5\u5386\u53f2\u5bf9\u8bdd\u4fdd\u5b58\u5230 MySQL \u7684\u529f\u80fd\uff1a<\/p>\n<div>\n<div class=\"hljs-cto\">\n<div class=\"hljs-cto\"><button class=\"copy_btn disable\" data-clipboard-target=\"#code_id_6\">\u590d\u5236<\/button><\/p>\n<div class=\"code-toolbar\">\n<pre class=\"has-pre-numbering language-plain\" tabindex=\"0\"><code class=\"language-plain\">import com.ai.deepseek.component.MySQLChatMemory;\r\nimport org.springframework.ai.chat.client.ChatClient;\r\nimport org.springframework.ai.chat.client.advisor.MessageChatMemoryAdvisor;\r\nimport org.springframework.beans.factory.annotation.Autowired;\r\nimport org.springframework.web.bind.annotation.RequestMapping;\r\nimport org.springframework.web.bind.annotation.RequestParam;\r\nimport org.springframework.web.bind.annotation.RestController;\r\nimport reactor.core.publisher.Flux;\r\n\r\n@RestController\r\n@RequestMapping(\"\/multi\")\r\npublicclass MultiChatController {\r\n\r\n    @Autowired\r\n    private ChatClient chatClient;\r\n    @Autowired\r\n    private MySQLChatMemory chatMemory;\r\n\r\n    @RequestMapping(\"\/chat\")\r\n    public Flux&lt;String&gt; chat(@RequestParam(\"msg\") String msg,\r\n                             @RequestParam(defaultValue = \"default\") String sessionId) {\r\n        \/\/ \u6dfb\u52a0MessageChatMemoryAdvisor\uff0c\u81ea\u52a8\u7ba1\u7406\u4e0a\u4e0b\u6587\r\n        MessageChatMemoryAdvisor advisor =\r\n        new MessageChatMemoryAdvisor(chatMemory, sessionId, 10); \/\/ \u4fdd\u7559\u6700\u8fd15\u6761\u5386\u53f2\r\n        return chatClient.prompt()\r\n        .user(msg)\r\n        .advisors(advisor) \/\/ \u5173\u952e\uff1a\u6ce8\u5165\u8bb0\u5fc6\u7ba1\u7406\r\n        .stream()\r\n        .content();\r\n    }\r\n}<\/code><\/pre>\n<ul id=\"code_id_6\" class=\"pre-numbering\">\n<li>1.<\/li>\n<li>2.<\/li>\n<li>3.<\/li>\n<li>4.<\/li>\n<li>5.<\/li>\n<li>6.<\/li>\n<li>7.<\/li>\n<li>8.<\/li>\n<li>9.<\/li>\n<li>10.<\/li>\n<li>11.<\/li>\n<li>12.<\/li>\n<li>13.<\/li>\n<li>14.<\/li>\n<li>15.<\/li>\n<li>16.<\/li>\n<li>17.<\/li>\n<li>18.<\/li>\n<li>19.<\/li>\n<li>20.<\/li>\n<li>21.<\/li>\n<li>22.<\/li>\n<li>23.<\/li>\n<li>24.<\/li>\n<li>25.<\/li>\n<li>26.<\/li>\n<li>27.<\/li>\n<li>28.<\/li>\n<li>29.<\/li>\n<li>30.<\/li>\n<li>31.<\/li>\n<\/ul>\n<div class=\"toolbar\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p>\u4ee5\u4e0a\u7a0b\u5e8f\u6267\u884c\u7ed3\u679c\u5982\u4e0b\uff1a<\/p>\n<p><img data-dominant-color=\"393940\" data-has-transparency=\"false\" style=\"--dominant-color: #393940;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-26767\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/07\/7822252221fdc4f0f9913108b90a44a7164cd1.png\" width=\"1076\" height=\"288\" alt=\"\" title=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/07\/7822252221fdc4f0f9913108b90a44a7164cd1.png 1076w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/07\/7822252221fdc4f0f9913108b90a44a7164cd1-300x80.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/07\/7822252221fdc4f0f9913108b90a44a7164cd1-1024x274.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/07\/7822252221fdc4f0f9913108b90a44a7164cd1-150x40.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/07\/7822252221fdc4f0f9913108b90a44a7164cd1-768x206.png 768w\" sizes=\"auto, (max-width: 1076px) 100vw, 1076px\" \/><\/p>\n<h3>2.SpringAIAlibaba\u5b9e\u73b0\u8fde\u7eed\u5bf9\u8bdd<\/h3>\n<p>Spring AI Alibaba \u8fde\u7eed\u5bf9\u8bdd\u7684\u5b9e\u73b0\u5c31\u7b80\u5355\u5f88\u591a\u4e86\uff0c\u56e0\u4e3a\u5b83\u5185\u7f6e\u4e86 MySQL \u548c Redis \u7684\u8fde\u7eed\u5bf9\u8bdd\u5b58\u50a8\u65b9\u5f0f\uff0c\u63a5\u4e0b\u6765\u4ee5 Redis \u4e3a\u4f8b\u6f14\u793a SAA \u7684\u8fde\u7eed\u5bf9\u8bdd\u5b9e\u73b0\uff0c\u5b83\u7684\u5b9e\u73b0\u6b65\u9aa4\u5982\u4e0b\uff1a<\/p>\n<ul class=\"list-paddingleft-1\" data-id=\"u4533b8e-iVAcJTCn\">\n<li data-id=\"ld70c578-HbnhB9CU\">\u6dfb\u52a0\u4f9d\u8d56\u3002<\/li>\n<li data-id=\"ld70c578-5OcX2lEf\">\u8bbe\u7f6e\u914d\u7f6e\u6587\u4ef6\uff0c\u914d\u7f6e Redis \u8fde\u63a5\u4fe1\u606f\u3002<\/li>\n<li data-id=\"ld70c578-JXUYuBsb\">\u6dfb\u52a0 Redis \u914d\u7f6e\u7c7b\uff0c\u6ce8\u5165 RedisChatMemoryRepository \u5bf9\u8c61\u3002<\/li>\n<li data-id=\"ld70c578-zK7lRH4E\">\u914d\u7f6e ChatClient \u5b9e\u73b0\u8fde\u7eed\u5bf9\u8bdd\u3002<\/li>\n<\/ul>\n<p>\u5177\u4f53\u5b9e\u73b0\u5982\u4e0b\u3002<\/p>\n<h4>\uff081\uff09\u6dfb\u52a0\u4f9d\u8d56<\/h4>\n<div>\n<div class=\"hljs-cto\">\n<div class=\"hljs-cto\"><button class=\"copy_btn disable\" data-clipboard-target=\"#code_id_7\">\u590d\u5236<\/button><\/p>\n<div class=\"code-toolbar\">\n<pre class=\"has-pre-numbering language-plain\" tabindex=\"0\"><code class=\"language-plain\">&lt;dependency&gt;\r\n  &lt;groupId&gt;com.alibaba.cloud.ai&lt;\/groupId&gt;\r\n  &lt;artifactId&gt;spring-ai-alibaba-starter-memory-redis&lt;\/artifactId&gt;\r\n&lt;\/dependency&gt;<\/code><\/pre>\n<ul id=\"code_id_7\" class=\"pre-numbering\">\n<li>1.<\/li>\n<li>2.<\/li>\n<li>3.<\/li>\n<li>4.<\/li>\n<\/ul>\n<div class=\"toolbar\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<h4>\uff082\uff09\u8bbe\u7f6e\u914d\u7f6e\u6587\u4ef6<\/h4>\n<p>\u8bbe\u7f6e\u914d\u7f6e\u6587\u4ef6\uff0c\u914d\u7f6e Redis \u8fde\u63a5\u4fe1\u606f\uff1a<\/p>\n<div>\n<div class=\"hljs-cto\">\n<div class=\"hljs-cto\"><button class=\"copy_btn disable\" data-clipboard-target=\"#code_id_8\">\u590d\u5236<\/button><\/p>\n<div class=\"code-toolbar\">\n<pre class=\"has-pre-numbering language-plain\" tabindex=\"0\"><code class=\"language-plain\">spring:\r\n  ai:\r\n    memory:\r\n      redis:\r\n        host: localhost\r\n        port: 6379\r\n        timeout: 5000<\/code><\/pre>\n<ul id=\"code_id_8\" class=\"pre-numbering\">\n<li>1.<\/li>\n<li>2.<\/li>\n<li>3.<\/li>\n<li>4.<\/li>\n<li>5.<\/li>\n<li>6.<\/li>\n<li>7.<\/li>\n<\/ul>\n<div class=\"toolbar\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<h4>\uff083\uff09\u6dfb\u52a0Redis\u914d\u7f6e\u7c7b<\/h4>\n<p>\u6dfb\u52a0 Redis \u914d\u7f6e\u7c7b\uff0c\u6ce8\u5165 RedisChatMemoryRepository \u5bf9\u8c61\uff0c\u5b9e\u73b0 Redis \u81ea\u5b9a\u4e49\u5b58\u50a8\u5668\u6ce8\u5165\uff1a<\/p>\n<div>\n<div class=\"hljs-cto\">\n<div class=\"hljs-cto\"><button class=\"copy_btn disable\" data-clipboard-target=\"#code_id_9\">\u590d\u5236<\/button><\/p>\n<div class=\"code-toolbar\">\n<pre class=\"has-pre-numbering language-plain\" tabindex=\"0\"><code class=\"language-plain\">import com.alibaba.cloud.ai.memory.redis.RedisChatMemoryRepository;\r\nimport org.springframework.beans.factory.annotation.Value;\r\nimport org.springframework.context.annotation.Bean;\r\nimport org.springframework.context.annotation.Configuration;\r\n\r\n@Configuration\r\npublicclass RedisMemoryConfig {\r\n\r\n    @Value(\"${spring.ai.memory.redis.host}\")\r\n    private String redisHost;\r\n    @Value(\"${spring.ai.memory.redis.port}\")\r\n    privateint redisPort;\r\n    \/\/    @Value(\"${spring.ai.memory.redis.password}\")\r\n    \/\/    private String redisPassword;\r\n    @Value(\"${spring.ai.memory.redis.timeout}\")\r\n    privateint redisTimeout;\r\n\r\n    @Bean\r\n    public RedisChatMemoryRepository redisChatMemoryRepository() {\r\n        return RedisChatMemoryRepository.builder()\r\n        .host(redisHost)\r\n        .port(redisPort)\r\n        \/\/ \u82e5\u6ca1\u6709\u8bbe\u7f6e\u5bc6\u7801\u5219\u6ce8\u91ca\u8be5\u9879\r\n        \/\/           .password(redisPassword)\r\n        .timeout(redisTimeout)\r\n        .build();\r\n    }\r\n}<\/code><\/pre>\n<ul id=\"code_id_9\" class=\"pre-numbering\">\n<li>1.<\/li>\n<li>2.<\/li>\n<li>3.<\/li>\n<li>4.<\/li>\n<li>5.<\/li>\n<li>6.<\/li>\n<li>7.<\/li>\n<li>8.<\/li>\n<li>9.<\/li>\n<li>10.<\/li>\n<li>11.<\/li>\n<li>12.<\/li>\n<li>13.<\/li>\n<li>14.<\/li>\n<li>15.<\/li>\n<li>16.<\/li>\n<li>17.<\/li>\n<li>18.<\/li>\n<li>19.<\/li>\n<li>20.<\/li>\n<li>21.<\/li>\n<li>22.<\/li>\n<li>23.<\/li>\n<li>24.<\/li>\n<li>25.<\/li>\n<li>26.<\/li>\n<li>27.<\/li>\n<li>28.<\/li>\n<\/ul>\n<div class=\"toolbar\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<h4>\uff084\uff09\u914d\u7f6eChatClient\u5b9e\u73b0\u8fde\u7eed\u5bf9\u8bdd<\/h4>\n<div>\n<div class=\"hljs-cto\">\n<div class=\"hljs-cto\"><button class=\"copy_btn disable\" data-clipboard-target=\"#code_id_10\">\u590d\u5236<\/button><\/p>\n<div class=\"code-toolbar\">\n<pre class=\"has-pre-numbering language-plain\" tabindex=\"0\"><code class=\"language-plain\">import com.alibaba.cloud.ai.memory.redis.RedisChatMemoryRepository;\r\nimport org.springframework.ai.chat.client.ChatClient;\r\nimport org.springframework.ai.chat.client.advisor.MessageChatMemoryAdvisor;\r\nimport org.springframework.ai.chat.memory.MessageWindowChatMemory;\r\nimport org.springframework.ai.chat.model.ChatModel;\r\nimport org.springframework.web.bind.annotation.GetMapping;\r\nimport org.springframework.web.bind.annotation.RequestMapping;\r\nimport org.springframework.web.bind.annotation.RestController;\r\n\r\nimportstatic org.springframework.ai.chat.memory.ChatMemory.CONVERSATION_ID;\r\n\r\n@RestController\r\n@RequestMapping(\"\/redis\")\r\npublicclass RedisMemoryController {\r\n\r\n    privatefinal ChatClient chatClient;\r\n    privatefinalint MAXMESSAGES = 10;\r\n    privatefinal MessageWindowChatMemory messageWindowChatMemory;\r\n\r\n    public RedisMemoryController(ChatModel dashscopeChatModel,\r\n                                 RedisChatMemoryRepository redisChatMemoryRepository) {\r\n        this.messageWindowChatMemory = MessageWindowChatMemory.builder()\r\n        .chatMemoryRepository(redisChatMemoryRepository)\r\n        .maxMessages(MAXMESSAGES)\r\n        .build();\r\n\r\n        this.chatClient = ChatClient.builder(dashscopeChatModel)\r\n        .defaultAdvisors(\r\n            MessageChatMemoryAdvisor.builder(messageWindowChatMemory)\r\n            .build()\r\n        )\r\n        .build();\r\n    }\r\n\r\n    @GetMapping(\"\/call\")\r\n    public String call(String msg, String cid) {\r\n        return chatClient.prompt(msg)\r\n        .advisors(\r\n            a -&gt; a.param(CONVERSATION_ID, cid)\r\n        )\r\n        .call().content();\r\n    }\r\n}<\/code><\/pre>\n<ul id=\"code_id_10\" class=\"pre-numbering\">\n<li>1.<\/li>\n<li>2.<\/li>\n<li>3.<\/li>\n<li>4.<\/li>\n<li>5.<\/li>\n<li>6.<\/li>\n<li>7.<\/li>\n<li>8.<\/li>\n<li>9.<\/li>\n<li>10.<\/li>\n<li>11.<\/li>\n<li>12.<\/li>\n<li>13.<\/li>\n<li>14.<\/li>\n<li>15.<\/li>\n<li>16.<\/li>\n<li>17.<\/li>\n<li>18.<\/li>\n<li>19.<\/li>\n<li>20.<\/li>\n<li>21.<\/li>\n<li>22.<\/li>\n<li>23.<\/li>\n<li>24.<\/li>\n<li>25.<\/li>\n<li>26.<\/li>\n<li>27.<\/li>\n<li>28.<\/li>\n<li>29.<\/li>\n<li>30.<\/li>\n<li>31.<\/li>\n<li>32.<\/li>\n<li>33.<\/li>\n<li>34.<\/li>\n<li>35.<\/li>\n<li>36.<\/li>\n<li>37.<\/li>\n<li>38.<\/li>\n<li>39.<\/li>\n<li>40.<\/li>\n<li>41.<\/li>\n<li>42.<\/li>\n<li>43.<\/li>\n<\/ul>\n<div class=\"toolbar\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<h3>\u5c0f\u7ed3<\/h3>\n<p>\u901a\u8fc7\u4ee5\u4e0a\u4ee3\u7801\u5927\u5bb6\u4e5f\u53ef\u4ee5\u770b\u51fa\u6765\uff0c\u4f7f\u7528 Spring AI \u5b9e\u73b0\u8fde\u7eed\u5bf9\u8bdd\u662f\u6bd4\u8f83\u590d\u6742\u7684\uff0c\u9700\u8981\u81ea\u5df1\u5b9e\u73b0\u6570\u636e\u5e93\u589e\u5220\u6539\u67e5\u7684\u4ee3\u7801\uff0c\u5e76\u4e14\u91cd\u5199 ChatMemory \u624d\u80fd\u5b9e\u73b0\u8fde\u7eed\u5bf9\u8bdd\u529f\u80fd\uff1b\u800c Spring AI Alibaba \u56e0\u4e3a\u5185\u7f6e\u4e86\u8fde\u7eed\u5bf9\u8bdd\u7684\u591a\u79cd\u5b9e\u73b0\uff08Redis \u548c\u5176\u4ed6\u6570\u636e\u5e93\uff09\uff0c\u6240\u4ee5\u53ea\u9700\u8981\u7b80\u5355\u914d\u7f6e\u5c31\u53ef\u4ee5\u5b9e\u73b0\u4e86\u3002<\/p>\n<p>\u6587\u7ae0\u6765\u81ea\uff1a51CTO<\/p>\n<\/div>\n<\/div>\n<div class=\"pvc_clear\"><\/div>\n<p id=\"pvc_stats_26764\" class=\"pvc_stats total_only  \" data-element-id=\"26764\" style=\"\"><i class=\"pvc-stats-icon medium\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" version=\"1.0\" viewBox=\"0 0 502 315\" preserveAspectRatio=\"xMidYMid meet\"><g transform=\"translate(0,332) scale(0.1,-0.1)\" fill=\"\" stroke=\"none\"><path d=\"M2394 3279 l-29 -30 -3 -207 c-2 -182 0 -211 15 -242 39 -76 157 -76 196 0 15 31 17 60 15 243 l-3 209 -33 29 c-26 23 -41 29 -80 29 -41 0 -53 -5 -78 -31z\"\/><path d=\"M3085 3251 c-45 -19 -58 -50 -96 -229 -47 -217 -49 -260 -13 -295 52 -53 146 -42 177 20 16 31 87 366 87 410 0 70 -86 122 -155 94z\"\/><path d=\"M1751 3234 c-13 -9 -29 -31 -37 -50 -12 -29 -10 -49 21 -204 19 -94 39 -189 45 -210 14 -50 54 -80 110 -80 34 0 48 6 76 34 21 21 34 44 34 59 0 14 -18 113 -40 219 -37 178 -43 195 -70 221 -36 32 -101 37 -139 11z\"\/><path d=\"M1163 3073 c-36 -7 -73 -59 -73 -102 0 -56 133 -378 171 -413 34 -32 83 -37 129 -13 70 36 67 87 -16 290 -86 209 -89 214 -129 231 -35 14 -42 15 -82 7z\"\/><path d=\"M3689 3066 c-15 -9 -33 -30 -42 -48 -48 -103 -147 -355 -147 -375 0 -98 131 -148 192 -74 13 15 57 108 97 206 80 196 84 226 37 273 -30 30 -99 39 -137 18z\"\/><path d=\"M583 2784 c-38 -19 -67 -74 -58 -113 9 -42 211 -354 242 -373 16 -10 45 -18 66 -18 51 0 107 52 107 100 0 39 -1 41 -124 234 -80 126 -108 162 -133 173 -41 17 -61 16 -100 -3z\"\/><path d=\"M4250 2784 c-14 -9 -74 -91 -133 -183 -95 -150 -107 -173 -107 -213 0 -55 33 -94 87 -104 67 -13 90 8 211 198 130 202 137 225 78 284 -27 27 -42 34 -72 34 -22 0 -50 -8 -64 -16z\"\/><path d=\"M2275 2693 c-553 -48 -1095 -270 -1585 -649 -135 -104 -459 -423 -483 -476 -23 -49 -22 -139 2 -186 73 -142 361 -457 571 -626 285 -228 642 -407 990 -497 242 -63 336 -73 660 -74 310 0 370 5 595 52 535 111 1045 392 1455 803 122 121 250 273 275 326 19 41 19 137 0 174 -41 79 -309 363 -465 492 -447 370 -946 591 -1479 653 -113 14 -422 18 -536 8z m395 -428 c171 -34 330 -124 456 -258 112 -119 167 -219 211 -378 27 -96 24 -300 -5 -401 -72 -255 -236 -447 -474 -557 -132 -62 -201 -76 -368 -76 -167 0 -236 14 -368 76 -213 98 -373 271 -451 485 -162 444 86 934 547 1084 153 49 292 57 452 25z m909 -232 c222 -123 408 -262 593 -441 76 -74 138 -139 138 -144 0 -16 -233 -242 -330 -319 -155 -123 -309 -223 -461 -299 l-81 -41 32 46 c18 26 49 83 70 128 143 306 141 649 -6 957 -25 52 -61 116 -79 142 l-34 47 45 -20 c26 -10 76 -36 113 -56z m-2057 25 c-40 -58 -105 -190 -130 -263 -110 -324 -59 -707 132 -981 25 -35 42 -64 37 -64 -19 0 -241 119 -326 174 -188 122 -406 314 -532 468 l-58 71 108 103 c185 178 428 349 672 473 66 33 121 60 123 61 2 0 -10 -19 -26 -42z\"\/><path d=\"M2375 1950 c-198 -44 -350 -190 -395 -379 -18 -76 -8 -221 19 -290 114 -284 457 -406 731 -260 98 52 188 154 231 260 27 69 37 214 19 290 -38 163 -166 304 -326 360 -67 23 -215 33 -279 19z\"\/><\/g><\/svg><\/i> <img loading=\"lazy\" decoding=\"async\" width=\"16\" height=\"16\" alt=\"Loading\" src=\"https:\/\/aif.amtbbs.org\/wp-content\/plugins\/page-views-count\/ajax-loader-2x.gif\" border=0 \/><\/p>\n<div class=\"pvc_clear\"><\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u5927\u6a21\u578b\u8fde\u7eed\u5bf9\u8bdd\u529f\u80fd\u4e0d\u540c\u7684\u6846\u67b6\u5b9e\u73b0\u4e5f\u662f\u4e0d\u540c\u7684\uff0c\u4ee5\u884c\u4e1a\u4f7f\u7528\u6700\u591a\u7684 Java AI \u6846\u67b6 Spring AI \u548c S [&hellip;]<\/p>\n<div class=\"pvc_clear\"><\/div>\n<p id=\"pvc_stats_26764\" class=\"pvc_stats total_only  \" data-element-id=\"26764\" style=\"\"><i class=\"pvc-stats-icon medium\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" version=\"1.0\" viewBox=\"0 0 502 315\" preserveAspectRatio=\"xMidYMid meet\"><g transform=\"translate(0,332) scale(0.1,-0.1)\" fill=\"\" stroke=\"none\"><path d=\"M2394 3279 l-29 -30 -3 -207 c-2 -182 0 -211 15 -242 39 -76 157 -76 196 0 15 31 17 60 15 243 l-3 209 -33 29 c-26 23 -41 29 -80 29 -41 0 -53 -5 -78 -31z\"\/><path d=\"M3085 3251 c-45 -19 -58 -50 -96 -229 -47 -217 -49 -260 -13 -295 52 -53 146 -42 177 20 16 31 87 366 87 410 0 70 -86 122 -155 94z\"\/><path d=\"M1751 3234 c-13 -9 -29 -31 -37 -50 -12 -29 -10 -49 21 -204 19 -94 39 -189 45 -210 14 -50 54 -80 110 -80 34 0 48 6 76 34 21 21 34 44 34 59 0 14 -18 113 -40 219 -37 178 -43 195 -70 221 -36 32 -101 37 -139 11z\"\/><path d=\"M1163 3073 c-36 -7 -73 -59 -73 -102 0 -56 133 -378 171 -413 34 -32 83 -37 129 -13 70 36 67 87 -16 290 -86 209 -89 214 -129 231 -35 14 -42 15 -82 7z\"\/><path d=\"M3689 3066 c-15 -9 -33 -30 -42 -48 -48 -103 -147 -355 -147 -375 0 -98 131 -148 192 -74 13 15 57 108 97 206 80 196 84 226 37 273 -30 30 -99 39 -137 18z\"\/><path d=\"M583 2784 c-38 -19 -67 -74 -58 -113 9 -42 211 -354 242 -373 16 -10 45 -18 66 -18 51 0 107 52 107 100 0 39 -1 41 -124 234 -80 126 -108 162 -133 173 -41 17 -61 16 -100 -3z\"\/><path d=\"M4250 2784 c-14 -9 -74 -91 -133 -183 -95 -150 -107 -173 -107 -213 0 -55 33 -94 87 -104 67 -13 90 8 211 198 130 202 137 225 78 284 -27 27 -42 34 -72 34 -22 0 -50 -8 -64 -16z\"\/><path d=\"M2275 2693 c-553 -48 -1095 -270 -1585 -649 -135 -104 -459 -423 -483 -476 -23 -49 -22 -139 2 -186 73 -142 361 -457 571 -626 285 -228 642 -407 990 -497 242 -63 336 -73 660 -74 310 0 370 5 595 52 535 111 1045 392 1455 803 122 121 250 273 275 326 19 41 19 137 0 174 -41 79 -309 363 -465 492 -447 370 -946 591 -1479 653 -113 14 -422 18 -536 8z m395 -428 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