{"id":121870,"date":"2026-11-03T21:57:18","date_gmt":"2026-11-03T13:57:18","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/121870.html"},"modified":"2026-11-03T21:57:18","modified_gmt":"2026-11-03T13:57:18","slug":"springbootredisai%e6%97%81%e8%b7%af%ef%bc%8c%e6%89%93%e9%80%a0%e5%8f%af%e5%a4%8d%e7%94%a8%e7%9a%84%e8%b5%9b%e4%ba%8b%e7%b3%bb%e7%bb%9f%e6%af%95%e8%ae%be","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/121870.html","title":{"rendered":"SpringBoot+Redis+AI\u65c1\u8def\uff0c\u6253\u9020\u53ef\u590d\u7528\u7684\u8d5b\u4e8b\u7cfb\u7edf\u6bd5\u8bbe"},"content":{"rendered":"

\u505a\u8d5b\u4e8b\u7c7b\u7cfb\u7edf\u65f6，\u6700\u5bb9\u6613\u9677\u5165\u4e24\u79cd\u6781\u7aef：\u4e00\u662f\u53ea\u505a\u540e\u53f0 CRUD，\u9875\u9762\u50cf\u540e\u53f0\u8868\u683c；\u4e8c\u662f\u5806\u6982\u5ff5\u2014\u2014\u5fae\u670d\u52a1\u3001\u7f51\u5173\u3001\u771f\u5b9e\u652f\u4ed8\u2014\u2014\u6f14\u793a\u65f6\u5168\u7ebf\u5d29\u76d8\u3002<\/p>\n

\u300c\u53d1\u4ee4\u53f0 GUNSTART\u300d（\u4ed3\u5e93\u540d marathon_system）\u8d70\u7684\u662f\u7b2c\u4e09\u6761\u8def：\u4e1a\u52a1\u95ed\u73af\u4f18\u5148，\u5916\u90e8\u80fd\u529b\u53ef\u63d2\u62d4，\u65b0\u6280\u672f\u65c1\u8def\u63a5\u5165\u3002\u5b83\u8986\u76d6\u516c\u5f00\u62a5\u540d\u4e0e\u7ec4\u59d4\u4f1a\u7ba1\u7406\u4e24\u6761\u95e8\u6237，\u4e32\u8d77\u62a5\u540d\u3001\u6a21\u62df\u652f\u4ed8\u3001\u901a\u77e5\u3001\u53d6\u6d88\u9000\u6b3e\u3001\u6210\u7ee9\u6392\u540d，\u518d\u628a\u8d5b\u4e8b\u52a9\u624b\u62c6\u6210\u72ec\u7acb AI \u670d\u52a1\u3002\u8fd9\u7bc7\u6587\u7ae0\u8bb0\u5f55\u6280\u672f\u9009\u578b\u3001\u5173\u952e\u8bbe\u8ba1\u548c\u51e0\u5904\u523b\u610f\u53d6\u820d\u2014\u2014\u9002\u5408\u5f53\u4f5c\u6bd5\u8bbe\u590d\u76d8，\u4e5f\u9002\u5408\u5f53\u4f5c\u540c\u7c7b\u7ba1\u7406\u7cfb\u7edf\u7684\u8d77\u6b65\u6a21\u677f\u3002<\/p>\n

\u8bbf\u95ee\u5165\u53e3\u5927\u81f4\u662f：<\/p>\n\n\n\n\n\n\n\n
\n

\u89d2\u8272<\/span><\/p>\n<\/td>\n

\n

\u5730\u5740<\/span><\/p>\n<\/td>\n

\n

\u8bf4\u660e<\/span><\/p>\n<\/td>\n<\/tr>\n

\n

\u8dd1\u8005\u516c\u5f00\u5e73\u53f0<\/p>\n<\/td>\n

\n

`http:\/\/localhost:8081\/`<\/p>\n<\/td>\n

\n

\u62a5\u540d\u3001\u6211\u7684\u62a5\u540d\u3001\u6392\u540d\u3001\u8d5b\u4e8b\u52a9\u624b<\/p>\n<\/td>\n<\/tr>\n

\n

\u7ec4\u59d4\u4f1a\u7ba1\u7406\u53f0<\/p>\n<\/td>\n

\n

`http:\/\/localhost:8081\/admin.html`<\/p>\n<\/td>\n

\n

\u8d5b\u4e8b\/\u9009\u624b\/\u6210\u7ee9\/\u5bfc\u51fa<\/p>\n<\/td>\n<\/tr>\n

\n

\u63a5\u53e3\u6587\u6863<\/p>\n<\/td>\n

\n

`http:\/\/localhost:8081\/doc.html`<\/p>\n<\/td>\n

\n

Knife4j<\/p>\n<\/td>\n<\/tr>\n

\n

AI \u65c1\u8def<\/p>\n<\/td>\n

\n

`http:\/\/localhost:8082`<\/p>\n<\/td>\n

\n

Spring AI \u8d5b\u4e8b\u52a9\u624b<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u4e00\u3001\u6211\u4eec\u8981\u89e3\u51b3\u4ec0\u4e48\u95ee\u9898<\/p>\n

\u9a6c\u62c9\u677e\u62a5\u540d\u4e0d\u662f\u300c\u63d2\u4e00\u6761 registration\u300d\u90a3\u4e48\u7b80\u5355\u3002\u771f\u5b9e\u94fe\u8def\u91cc\u81f3\u5c11\u6709\u8fd9\u4e9b\u7ea6\u675f：<\/p>\n

  • **\u540d\u989d\u4e0e\u9632\u91cd**：\u540c\u4eba\u540c\u8d5b\u4e0d\u80fd\u91cd\u590d\u62a5\u540d，\u6ee1\u989d\u8981\u6321\u6389\u3002<\/li>\n
  • **\u652f\u4ed8\u4e0e\u72b6\u6001\u673a**：\u672a\u652f\u4ed8\u3001\u5df2\u652f\u4ed8\u3001\u53d6\u6d88\u3001\u9000\u6b3e\u7a97\u53e3，\u72b6\u6001\u8981\u53ef\u89e3\u91ca\u3002<\/li>\n
  • **\u8d5b\u540e\u8d44\u4ea7**：\u6210\u7ee9\u3001\u5206\u6bb5\u3001\u516c\u5f00\u6392\u540d，\u8bfb\u591a\u5199\u5c11，\u9002\u5408\u7f13\u5b58\u3002<\/li>\n
  • **\u4e24\u7aef\u4f53\u9a8c**：\u8dd1\u8005\u8981\u8f7b；\u7ec4\u59d4\u4f1a\u8981\u6279\u91cf\u4e0e\u5bfc\u51fa\u3002<\/li>\n
  • **\u6f14\u793a\u53ef\u4fe1\u5ea6**：\u652f\u4ed8\u3001\u77ed\u4fe1\u5f80\u5f80\u63a5\u4e0d\u5230\u771f\u5b9e\u5546\u6237\u53f7，\u4f46\u4e0d\u80fd\u5047\u88c5\u300c\u6ca1\u8fd9\u5757\u300d\u3002<\/li>\n

    \u56e0\u6b64\u7cfb\u7edf\u76ee\u6807\u88ab\u6536\u655b\u6210\u4e00\u53e5\u8bdd：<\/p>\n

    \u7528\u5355\u4f53\u540e\u7aef\u6258\u4f4f\u5b8c\u6574\u4e1a\u52a1\u53d9\u4e8b；\u652f\u4ed8\/\u77ed\u4fe1\u7528\u53ef\u5ba1\u8ba1\u7684 mock；AI \u7528\u65c1\u8def\u670d\u52a1\u589e\u5f3a\u4f53\u9a8c，\u4f46\u4e0d\u7ed1\u67b6\u4e3b\u5de5\u7a0b\u7248\u672c\u3002<\/span><\/p>\n

    \u4e8c\u3001\u6280\u672f\u6808\u4e0e\u603b\u4f53\u67b6\u6784<\/p>\n

    \u7248\u672c\u4e0e\u73af\u5883\u6e05\u5355<\/p>\n\n\n\n\n\n\n\n\n\n\n\n
    \n

    \u7ec4\u4ef6<\/span><\/p>\n<\/td>\n

    		\n

    \u7248\u672c \/ \u7ea6\u5b9a<\/span><\/p>\n<\/td>\n

    		\n

    \u8bf4\u660e<\/span><\/p>\n<\/td>\n<\/tr>\n

    \n

    \u4e3b\u5de5\u7a0b<\/p>\n<\/td>\n

    		\n

    Java 8 \u00b7 Spring Boot 2.7.14 \u00b7 MyBatis 2.3.1<\/p>\n<\/td>\n

    		\n

    \u7aef\u53e3 8081<\/p>\n<\/td>\n<\/tr>\n

    \n

    \u6570\u636e\u5e93<\/p>\n<\/td>\n

    		\n

    MySQL 8 \u00b7 \u5e93\u540d `marathon_system`<\/p>\n<\/td>\n

    		\n

    \u57fa\u7ebf `docs\/\u6570\u636e\u5e93\u811a\u672c\/`，\u6f14\u8fdb `sql\/`<\/p>\n<\/td>\n<\/tr>\n

    \n

    \u7f13\u5b58<\/p>\n<\/td>\n

    		\n

    Redis（Lettuce + commons-pool2）<\/p>\n<\/td>\n

    		\n

    \u672c\u5730 `localhost:6379`<\/p>\n<\/td>\n<\/tr>\n

    \n

    \u9274\u6743<\/p>\n<\/td>\n

    		\n

    Apache Shiro 1.11 + JJWT 0.11.5<\/p>\n<\/td>\n

    		\n

    \u7ba1\u7406\u7aef\u65e0\u72b6\u6001 JWT<\/p>\n<\/td>\n<\/tr>\n

    \n

    \u63a5\u53e3\u6587\u6863<\/p>\n<\/td>\n

    		\n

    Knife4j 4.4（OpenAPI2 \/ Swagger2）<\/p>\n<\/td>\n

    		\n

    `http:\/\/localhost:8081\/doc.html`<\/p>\n<\/td>\n<\/tr>\n

    \n

    \u5bfc\u51fa<\/p>\n<\/td>\n

    		\n

    Apache POI 5.2.5<\/p>\n<\/td>\n

    		\n

    \u62a5\u540d\/\u6210\u7ee9 Excel<\/p>\n<\/td>\n<\/tr>\n

    \n

    \u9759\u6001\u524d\u7aef<\/p>\n<\/td>\n

    		\n

    \u539f\u751f HTML\/JS，\u65e0\u6784\u5efa<\/p>\n<\/td>\n

    		\n

    `static\/index.html` + `admin.html`<\/p>\n<\/td>\n<\/tr>\n

    \n

    AI \u670d\u52a1<\/p>\n<\/td>\n

    		\n

    Java 21 \u00b7 Spring Boot 3.4.5 \u00b7 Spring AI 1.0.9 \u00b7 `qwen-plus`<\/p>\n<\/td>\n

    		\n

    \u7aef\u53e3 8082，OpenAI \u517c\u5bb9<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

    \u4e3b\u5de5\u7a0b（\u8d5b\u4e8b\u6838\u5fc3）<\/p>\n

    Java 8 + Spring Boot 2.7.14，MyBatis \u6ce8\u89e3 SQL + MySQL 8；Shiro + JJWT \u505a\u7ba1\u7406\u7aef\u9274\u6743；Redis（Lettuce）\u7ba1 OTP \u4e0e\u8d5b\u4e8b\/\u6392\u540d\u7f13\u5b58；Knife4j \u51fa\u63a5\u53e3\u6587\u6863；POI \u51fa Excel；\u524d\u7aef\u4e24\u5957\u9759\u6001\u9875\u540c jar \u6258\u7ba1，\u514d CORS \u5fc3\u667a\u8d1f\u62c5\u3002<\/p>\n

    \"\"<\/p>\n

    \u56fe 1 \u00a0\u4e3b\u5de5\u7a0b\u5206\u5c42\u67b6\u6784<\/span><\/p>\n

    AI \u65c1\u8def（\u8d5b\u4e8b\u52a9\u624b）<\/p>\n

    Java 21 + Spring Boot 3.4 + Spring AI，\u901a\u8fc7 @Tool\u00a0\u8c03\u7528\u4e3b\u5de5\u7a0b \/api\/public\/**\u00a0\u67e5\u8d5b\u4e8b，\u7ed3\u6784\u5316\u8f93\u51fa（\u8d5b\u4e8b\u5361\u7247 + \u662f\u5426 grounded），\u524d\u7aef\u76f4\u63a5\u6e32\u67d3\u3002\"\"<\/p>\n

    \u56fe 2 \u00a0AI \u65c1\u8def\u6570\u636e\u6d41<\/span><\/p>\n

    \u4e3a\u4ec0\u4e48\u62c6\u5f00？<\/p>\n

    \u4e3b\u5de5\u7a0b\u9501\u5728 Boot 2.7 \/ Java 8 \u65f6，\u786c\u5347 Spring AI \u6210\u672c\u6781\u9ad8\u3002\u65c1\u8def\u9694\u79bb\u8ba9\u300c\u6838\u5fc3\u4e1a\u52a1\u7a33\u5b9a\u300d\u548c\u300cAI \u80fd\u529b\u5c1d\u9c9c\u300d\u53ef\u4ee5\u5e76\u884c\u2014\u2014\u8fd9\u662f\u6211\u8ba4\u4e3a\u6700\u503c\u5f97\u5199\u8fdb\u7b80\u5386\u7684\u4e00\u5200\u3002<\/p>\n

    \u4e09\u3001\u9274\u6743：\u7ba1\u7406\u7aef\u4e0e\u8dd1\u8005\u7aef\u6545\u610f\u4e0d\u540c<\/p>\n

    \u7ba1\u7406\u7aef：Shiro \u8fc7\u6ee4\u5668\u94fe + JWT<\/p>\n

    \u7ba1\u7406\u53f0\u8d70\u524d\u540e\u7aef\u5206\u79bb：\u767b\u5f55\u7b7e\u53d1 JWT，\u8bf7\u6c42\u5934\u643a\u5e26，Shiro \u81ea\u5b9a\u4e49 JwtFilter\u00a0\/ JwtRealm\u00a0\u6821\u9a8c\u3002\u8fc7\u6ee4\u5668\u94fe\u7528 LinkedHashMap\u00a0\u4fdd\u8bc1\u987a\u5e8f\u654f\u611f（ShiroConfig\u00a0\u4e2d\u771f\u5b9e\u914d\u7f6e\u7684\u7f29\u5199\u7248）：<\/p>\n

    filterChainDefinitionMap.put("\/api\/login", "anon"); \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\/\/ \u767b\u5f55\u63a5\u53e3\u672c\u8eab
    \nfilterChainDefinitionMap.put("\/api\/public\/**", "anon"); \u00a0\u00a0\/\/ \u9009\u624b\u7aef\u516c\u5f00\u63a5\u53e3
    \nfilterChainDefinitionMap.put("\/doc.html", "anon"); \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\/\/ Knife4j \u6587\u6863
    \nfilterChainDefinitionMap.put("\/webjars\/**", "anon"); \u00a0\u00a0\u00a0\u00a0\u00a0\/\/ Swagger \u9759\u6001\u8d44\u6e90
    \nfilterChainDefinitionMap.put("\/uploads\/**", "anon"); \u00a0\u00a0\u00a0\u00a0\u00a0\/\/ \u5c01\u9762 <img> \u4e0d\u5e26 token
    \nfilterChainDefinitionMap.put("\/api\/**", "jwt"); \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\/\/ \u5176\u4f59 API \u5fc5\u987b JWT
    \nfilterChainDefinitionMap.put("\/**", "anon"); \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\/\/ \u9759\u6001\u9875\u9762\u653e\u884c<\/span><\/p>\n

    \u597d\u5904\u662f：\u8fc7\u6ee4\u5668\u94fe\u5bf9\u300c\u54ea\u4e9b\u533f\u540d\u3001\u54ea\u4e9b\u9274\u6743\u300d\u4e00\u76ee\u4e86\u7136；\u7ba1\u7406\u64cd\u4f5c\u6709\u660e\u786e\u8eab\u4efd\u8fb9\u754c；\u548c Knife4j\u3001\u9759\u6001\u8d44\u6e90\u5171\u5b58\u65f6\u89c4\u5219\u597d\u8bb2\u3002<\/p>\n

    \u5f53\u524d\u5b9e\u73b0\u4ecd\u662f**\u660e\u6587\u6bd4\u5bf9\u7ba1\u7406\u5458\u5bc6\u7801**（\u6f14\u793a\u53cb\u597d）\u3002\u751f\u4ea7\u5fc5\u987b\u4e0a BCrypt\/Argon2，\u5e76\u628a JWT secret \u632a\u51fa\u4ed3\u5e93\u2014\u2014\u8fd9\u70b9\u300c\u4e0d\u8db3\u300d\u7ae0\u8282\u4e5f\u4f1a\u5199\u5230\u3002<\/span><\/p>\n

    \u8dd1\u8005\u7aef：\u624b\u673a\u53f7 OTP + Redis<\/p>\n

    \u8dd1\u8005\u4e0d\u9002\u5408\u5f3a\u884c\u6ce8\u518c\u300c\u8d26\u53f7\u4f53\u7cfb\u300d\u3002\u516c\u5f00\u7aef\u7528\u77ed\u4fe1\u9a8c\u8bc1\u7801\u767b\u5f55（\u672c\u5730\u6a21\u5f0f\u5199 sms_log，\u53ef\u914d\u7f6e expose-code\u00a0\u65b9\u4fbf\u7b54\u8fa9），\u4f1a\u8bdd\u7528 X-Runner-Token\u00a0\u8f7b\u91cf\u51ed\u8bc1，\u7ed1\u5b9a\u624b\u673a\u53f7\u540e\u8bbf\u95ee\u300c\u6211\u7684\u62a5\u540d\u300d\u3002\u6838\u5fc3\u903b\u8f91（PublicController\u00a0\u771f\u5b9e\u7247\u6bb5）：<\/p>\n

    \/\/ \u53d1\u7801：Redis \u5b58 5 \u5206\u949f TTL；local \u901a\u9053\u843d sms_log
    \nredisService.set("public:otp:" + phone, code, 5, TimeUnit.MINUTES);
    \nsmsService.send(phone, "otp_login", noticeContent, noticeTitle);
    \n\u00a0
    \n\/\/ \u767b\u5f55：\u6821\u9a8c\u540e\u7b7e\u53d1 runnerToken（UUID），Redis \u6620\u5c04\u9009\u624b ID，7 \u5929\u6709\u6548
    \nredisService.set("public:runner:" + token, runner.getId(), 7, TimeUnit.DAYS);<\/span><\/p>\n

    \u8fd9\u662f\u4f53\u9a8c\u4f18\u5148\u7684\u53d6\u820d：\u964d\u4f4e\u8dd1\u8005\u95e8\u69db，\u540c\u65f6\u7528 Redis TTL \u7ba1\u9a8c\u8bc1\u7801\u8fc7\u671f\u3002\u82e5\u4e0a\u7ebf，OTP \u5fc5\u987b\u5173\u56de\u663e\u3001\u52a0\u9891\u63a7\u4e0e\u98ce\u63a7\u3002<\/p>\n

    \u56db\u3001\u4e1a\u52a1\u95ed\u73af：\u4ece\u62a5\u540d\u5230\u6392\u540d<\/p>\n

    \u4e00\u6761\u53ef\u6f14\u793a\u7684\u4e3b\u8def\u5f84：<\/p>\n

    \u7ec4\u59d4\u4f1a\u521b\u5efa\u8d5b\u4e8b（\u5c01\u9762\u4e0a\u4f20）
    \n\u00a0\u00a0\u00a0\u00a0\u2192 \u8dd1\u8005\u6d4f\u89c8\u62a5\u540d\u4e2d\u8d5b\u4e8b
    \n\u00a0\u00a0\u00a0\u00a0\u2192 \u63d0\u4ea4\u62a5\u540d（\u540d\u989d \/ \u9632\u91cd\u6821\u9a8c）
    \n\u00a0\u00a0\u00a0\u00a0\u2192 \u6a21\u62df\u6536\u94f6\u53f0\u786e\u8ba4\u652f\u4ed8（\u5199 payment_log）
    \n\u00a0\u00a0\u00a0\u00a0\u2192 \u7ad9\u5185\u901a\u77e5 \/ \u786e\u8ba4\u51fd\u4fe1\u606f
    \n\u00a0\u00a0\u00a0\u00a0\u2192（\u53ef\u9009）\u53d6\u6d88\u4e0e\u9000\u6b3e\u7a97\u53e3
    \n\u00a0\u00a0\u00a0\u00a0\u2192 \u8d5b\u540e\u5f55\u5165\u6210\u7ee9
    \n\u00a0\u00a0\u00a0\u00a0\u2192 \u516c\u5f00\u6392\u540d（Redis \u7f13\u5b58）<\/span><\/p>\n

    \u51e0\u4e2a\u5b9e\u73b0\u4e0a\u7684\u300c\u5c0f\u5fc3\u673a\u300d：<\/p>\n

    1. \u540d\u989d\u9632\u91cd：\u5148\u67e5\u540e\u63d2 + \u4e8b\u540e\u56de\u5199（\u5f53\u524d\u5b9e\u73b0）<\/p>\n

    \u62a5\u540d\u6838\u5fc3\u6821\u9a8c\u5728 RegistrationServiceImpl.submit()：<\/p>\n

    if (registered >= quota)
    \n\u00a0\u00a0\u00a0\u00a0throw new RuntimeException("\u8d5b\u4e8b\u540d\u989d\u5df2\u6ee1，\u62a5\u540d\u5931\u8d25");
    \nif (registrationMapper.selectByEventAndRunner(eventId, runnerId) != null)
    \n\u00a0\u00a0\u00a0\u00a0throw new RuntimeException("\u8be5\u9009\u624b\u5df2\u62a5\u540d\u6b64\u8d5b\u4e8b，\u8bf7\u52ff\u91cd\u590d\u62a5\u540d");
    \nregistrationMapper.insert(registration);
    \neventMapper.increaseRegisteredCount(eventId); \u00a0\u00a0\/\/ registered_count + 1
    \neventMapper.syncRegisteredCount(eventId); \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\/\/ \u7528 COUNT(status=1) \u56de\u5199\u515c\u5e95<\/span><\/p>\n

    \u5f53\u524d\u662f\u300c\u5148\u67e5\u540e\u63d2\u300d：\u5224\u65ad\u4e0e\u81ea\u589e\u4e0d\u662f\u539f\u5b50\u64cd\u4f5c，\u5e76\u53d1\u4e0b\u5b58\u5728\u540d\u989d\u6f02\u79fb\u98ce\u9669；syncRegisteredCount\u00a0\u7684 COUNT \u56de\u5199\u80fd\u5728\u5927\u90e8\u5206\u573a\u666f\u515c\u5e95，\u4f46\u4e25\u683c\u5e76\u53d1\u4ecd\u5efa\u8bae\u6539\u9020\u6210\u6761\u4ef6\u66f4\u65b0（\u4e0d\u8db3\u8868\u7b2c 4 \u884c\u7684\u843d\u5730\u7248）：<\/p>\n

    — \u628a\u300c\u5224\u65ad + \u81ea\u589e\u300d\u5408\u6210\u4e00\u6761\u539f\u5b50\u8bed\u53e5，\u53d7\u5f71\u54cd\u884c\u6570\u4e3a 0 \u5373\u540d\u989d\u5df2\u6ee1
    \nUPDATE marathon_event
    \nSET registered_count = registered_count + 1
    \nWHERE id = #{eventId}
    \n\u00a0\u00a0AND registered_count < quota
    \n\u00a0\u00a0AND status = 0;<\/span><\/p>\n

    2. \u652f\u4ed8\u4e0e\u77ed\u4fe1：mock，\u4f46\u7559\u5ba1\u8ba1\u8868<\/p>\n

    \u914d\u7f6e\u91cc\u662f marathon.pay.gateway: mock\u3001marathon.sms.provider: local\u3002<\/p>\n

    \u5173\u952e\u4e0d\u662f\u300c\u5047\u88c5\u63a5\u4e86\u5fae\u4fe1\u300d，\u800c\u662f：<\/p>\n

      \n
    • \u652f\u4ed8\u786e\u8ba4\u4f1a\u6539\u62a5\u540d\u72b6\u6001，\u5e76\u843d `payment_log`（\u542b\u6e20\u9053\u3001\u51ed\u8bc1\u3001\u91d1\u989d）；<\/li>\n
    • \u77ed\u4fe1\u9a8c\u8bc1\u7801\u4e0e\u901a\u77e5\u843d `sms_log`；<\/li>\n
    • \u5546\u6237\u53f7\u3001\u7b7e\u540d\u7b49\u914d\u7f6e\u4f4d\u9884\u7559，\u771f\u5b9e SDK \u53ef\u66ff\u6362\u3002<\/li>\n<\/ul>\n

      \u7b54\u8fa9\u65f6\u8fd9\u6837\u8868\u8ff0\u901a\u5e38\u6bd4\u300c\u5df2\u7ecf\u5bf9\u63a5\u5fae\u4fe1\u652f\u4ed8\u300d\u66f4\u7ecf\u5f97\u8d77\u8ffd\u95ee\u3002<\/p>\n

      3. \u5c01\u9762\u4e0a\u4f20：\u672c\u5730\u76ee\u5f55\u6620\u5c04<\/p>\n

      marathon.upload.path\u00a0\u6307\u5411 uploads\/，WebConfig\u00a0\u628a \/uploads\/**\u00a0\u6620\u5c04\u51fa\u53bb；Shiro \u5bf9\u8be5\u8def\u5f84\u533f\u540d，\u5426\u5219 <img src>\u00a0\u5e26\u4e0d\u4e0a token\u3002\u7c7b\u578b\u4e0e\u5927\u5c0f\u5728\u4e0a\u4f20\u63a5\u53e3\u6821\u9a8c，\u548c multipart\u00a0\u9650\u5236\u5bf9\u9f50\u3002<\/p>\n

      \u73b0\u72b6\u6838\u5bf9：`uploads\/` \u76ee\u5f55\u4e0e `cover_image` \u5b57\u6bb5（`sql\/add_cover_image.sql`）\u5747\u5df2\u5c31\u7eea，\u4f46\u793a\u4f8b\u7d20\u6750\u4e0e\u79cd\u5b50\u811a\u672c\u5c1a\u672a\u843d\u5730（\u89c1\u7b2c\u4e03\u8282\u5f85\u529e）\u3002<\/span><\/p>\n

      4. Redis：\u4e0d\u53ea\u662f\u300c\u4f1a\u7528\u7f13\u5b58\u300d<\/p>\n

      \u8d5b\u4e8b\u5217\u8868\u3001\u516c\u5f00\u6392\u540d\u8bfb\u591a\u5199\u5c11，\u9002\u5408\u7f13\u5b58；\u8d5b\u4e8b\u53d8\u66f4\u65f6\u6309\u6a21\u5f0f\u5931\u6548（SCAN + \u5220\u9664），\u907f\u514d\u53ea\u8bb0\u5f97 set\u00a0\u5fd8\u4e86 del\u3002OTP \u540c\u6837\u5403 Redis TTL\u3002\u8fd9\u4e9b\u70b9\u5f88\u9002\u5408\u9762\u8bd5\u8ffd\u95ee\u300c\u7f13\u5b58\u4e00\u81f4\u6027\u4f60\u600e\u4e48\u505a\u7684\u300d\u3002<\/p>\n

      5. \u5bfc\u51fa\u4e0e\u7edf\u8ba1<\/p>\n

      \u7ba1\u7406\u53f0\u9700\u8981\u300c\u80fd\u4ea4\u5dee\u300d\u7684\u8fd0\u8425\u80fd\u529b：\u62a5\u540d\u540d\u5355\u3001\u6210\u7ee9\u5bfc\u51fa（POI），\u4ee5\u53ca\u7b80\u5355\u7edf\u8ba1\u63a5\u53e3\u3002\u5bf9\u6bd5\u8bbe\u6765\u8bf4，\u8fd9\u6bd4\u518d\u5806\u4e00\u4e2a\u5fae\u670d\u52a1\u66f4\u6709\u8bf4\u670d\u529b\u3002<\/p>\n

      \u4e94\u3001\u524d\u7aef：\u4e24\u5957\u95e8\u6237，\u4e00\u4e2a\u9759\u6001\u8d44\u6e90\u76ee\u5f55<\/p>\n

      \u5f53\u524d\u771f\u6b63\u5728\u7528\u7684\u662f：<\/p>\n

        \n
      • `src\/main\/resources\/static\/index.html` + `public-app.js`：\u516c\u5f00\u54c1\u724c\u7ad9\u300c\u53d1\u4ee4\u53f0\u300d<\/li>\n
      • `src\/main\/resources\/static\/admin.html` + `admin-app.js`：\u7ba1\u7406\u53f0<\/li>\n<\/ul>\n

        \u540c jar \u6258\u7ba1\u7684\u597d\u5904\u662f\u90e8\u7f72\u7b80\u5355\u3001\u8054\u8c03\u96f6\u8de8\u57df\u3002\u4ee3\u4ef7\u662f\u524d\u7aef\u5de5\u7a0b\u5316\u5f31（\u65e0\u6253\u5305\u6d41\u6c34\u7ebf\u3001\u65e0\u7ec4\u4ef6\u5316\u6d4b\u8bd5），\u5c5e\u4e8e\u660e\u786e\u7684\u4e0b\u4e00\u9636\u6bb5\u4f18\u5316\u70b9\u3002<\/p>\n

        docs\/\u524d\u7aef\u6e90\u6587\u4ef6\/\u00a0\u4e0b\u7684\u5355\u6587\u4ef6\u65e7\u7a3f\u662f\u5f52\u6863\u5bf9\u7167，\u4e0d\u53c2\u4e0e\u8fd0\u884c\u2014\u2014\u7248\u672c\u7ba1\u7406\u7684\u4ef7\u503c，\u5f80\u5f80\u5728\u8fd9\u79cd\u300c\u4e24\u5957\u524d\u7aef\u300d\u65f6\u624d\u4f53\u73b0\u51fa\u6765\u3002<\/p>\n

        \u516d\u3001AI \u52a9\u624b：\u8ba9\u6a21\u578b\u300c\u63a5\u5730\u6c14\u300d<\/p>\n

        \u5927\u6a21\u578b\u6700\u6015\u4e00\u672c\u6b63\u7ecf\u5730\u80e1\u8bf4\u3002\u8d5b\u4e8b\u52a9\u624b\u7684\u7b56\u7565\u662f：<\/p>\n

      • **Tool Calling**：\u5148\u8c03\u4e3b\u5de5\u7a0b\u516c\u5f00 API \u62ff\u771f\u5b9e\u8d5b\u4e8b\u4e0e\u540d\u989d；<\/li>\n
      • **\u7ed3\u6784\u5316\u8f93\u51fa**：\u8fd4\u56de `answer` + `events[]` + `grounded`；<\/li>\n
      • **\u524d\u7aef\u53ef\u964d\u7ea7**：AI \u670d\u52a1\u6302\u4e86，\u516c\u5f00\u62a5\u540d\u4e3b\u6d41\u7a0b\u4ecd\u53ef\u7528\u3002<\/li>\n

        @Tool\u00a0\u7684\u5b9a\u4e49（ai-service\u00a0\u4e2d EventQueryTools\u00a0\u771f\u5b9e\u7247\u6bb5）：<\/p>\n

        @Tool(description = "\u67e5\u8be2\u6b63\u5728\u62a5\u540d\u4e2d\u7684\u9a6c\u62c9\u677e\u8d5b\u4e8b\u5217\u8868\u3002\u5f53\u7528\u6237\u95ee\u300c\u6709\u4ec0\u4e48\u6bd4\u8d5b\u300d\u300c\u8fd8\u80fd\u62a5\u540d\u5417\u300d\u65f6\u4f7f\u7528\u3002")
        \npublic String listOpenEvents() {
        \n\u00a0\u00a0\u00a0\u00a0return toJson(marathonEventClient.listOpenEvents()); \u00a0\/\/ \u8d70\u4e3b\u5de5\u7a0b \/api\/public\/**
        \n}
        \n\u00a0
        \n@Tool(description = "\u6309\u8d5b\u4e8b ID \u67e5\u8be2\u5355\u573a\u8d5b\u4e8b\u8be6\u60c5（\u62a5\u540d\u8d39\u3001\u5269\u4f59\u540d\u989d\u3001\u5730\u70b9\u3001\u65e5\u671f\u3001\u89c4\u5219\u7b49）\u3002")
        \npublic String getEventById(@ToolParam(description = "\u8d5b\u4e8b\u6570\u5b57 ID") Long eventId) {
        \n\u00a0\u00a0\u00a0\u00a0EventDetailView detail = marathonEventClient.getEventDetail(eventId);
        \n\u00a0\u00a0\u00a0\u00a0return detail == null ? "{\\\\"error\\\\":\\\\"\u8d5b\u4e8b\u4e0d\u5b58\u5728\\\\"}" : toJson(detail);
        \n}<\/span><\/p>\n

        API Key \u653e\u5728 ai-service\/application-local.yml（gitignore），\u652f\u6301 DeepSeek \/ \u901a\u4e49\u7b49 OpenAI \u517c\u5bb9\u7aef\u70b9，\u6362\u6a21\u578b\u53ea\u6539 base-url\u00a0\u4e0e model\u3002<\/p><\/p>\n","protected":false},"excerpt":{"rendered":"

        \u505a\u8d5b\u4e8b\u7c7b\u7cfb\u7edf\u65f6，\u6700\u5bb9\u6613\u9677\u5165\u4e24\u79cd\u6781\u7aef：\u4e00\u662f\u53ea\u505a\u540e\u53f0 CRUD，\u9875\u9762\u50cf\u540e\u53f0\u8868\u683c；\u4e8c\u662f\u5806\u6982\u5ff5\u2014\u2014\u5fae\u670d\u52a1\u3001\u7f51\u5173\u3001\u771f\u5b9e\u652f\u4ed8\u2014\u2014\u6f14\u793a\u65f6\u5168\u7ebf\u5d29\u76d8\u3002\u300c\u53d1\u4ee4\u53f0 GUNSTART\u300d（\u4ed3\u5e93\u540d marathon_system）\u8d70\u7684\u662f\u7b2c\u4e09\u6761\u8def：\u4e1a\u52a1\u95ed\u73af\u4f18\u5148，\u5916\u90e8\u80fd\u529b\u53ef\u63d2\u62d4，\u65b0\u6280\u672f\u65c1\u8def\u63a5\u5165\u3002\u5b83\u8986\u76d6\u516c\u5f00\u62a5\u540d\u4e0e\u7ec4\u59d4\u4f1a\u7ba1\u7406\u4e24\u6761\u95e8\u6237，\u4e32\u8d77\u62a5\u540d\u3001\u6a21\u62df\u652f\u4ed8\u3001\u901a\u77e5\u3001\u53d6\u6d88\u9000\u6b3e\u3001\u6210\u7ee9<\/p>\n","protected":false},"author":2,"featured_media":121868,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[99,426,1114,114,98],"topic":[],"class_list":["post-121870","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-server","tag-java","tag-jvm","tag-kafka","tag-mysql","tag-spring-boot"],"yoast_head":"\nSpringBoot+Redis+AI\u65c1\u8def\uff0c\u6253\u9020\u53ef\u590d\u7528\u7684\u8d5b\u4e8b\u7cfb\u7edf\u6bd5\u8bbe - 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