{"id":5761,"date":"2024-08-01T22:47:35","date_gmt":"2024-08-01T14:47:35","guid":{"rendered":"https:\/\/xinchewhd.com.cn\/?p=5761"},"modified":"2024-08-01T22:47:35","modified_gmt":"2024-08-01T14:47:35","slug":"%e4%bd%bf%e7%94%a8-spring-boot-%e4%b8%8e%e5%ae%9e%e6%97%b6%e8%af%ad%e9%9f%b3%e7%bf%bb%e8%af%91%e7%b3%bb%e7%bb%9f%e7%9a%84%e9%9b%86%e6%88%90","status":"publish","type":"post","link":"https:\/\/xinchewhd.com.cn\/index.php\/spring-boot\/%e4%bd%bf%e7%94%a8-spring-boot-%e4%b8%8e%e5%ae%9e%e6%97%b6%e8%af%ad%e9%9f%b3%e7%bf%bb%e8%af%91%e7%b3%bb%e7%bb%9f%e7%9a%84%e9%9b%86%e6%88%90\/","title":{"rendered":"\u4f7f\u7528 Spring Boot \u4e0e\u5b9e\u65f6\u8bed\u97f3\u7ffb\u8bd1\u7cfb\u7edf\u7684\u96c6\u6210"},"content":{"rendered":"
\n

<\/span><\/section>\n
\u672c\u4e13\u9898\u7cfb\u7edf\u8bb2\u89e3\u4e86\u5982\u4f55\u5229\u7528SpringBoot\u96c6\u6210\u97f3\u9891\u8bc6\u522b\u6280\u672f\uff0c\u6db5\u76d6\u4e86\u4ece\u57fa\u7840\u914d\u7f6e\u5230\u590d\u6742\u5e94\u7528\u7684\u65b9\u65b9\u9762\u9762\u3002\u901a\u8fc7\u672c\u6587\uff0c\u8bfb\u8005\u53ef\u4ee5\u4e86\u89e3\u5230\u5728\u667a\u80fd\u8bed\u97f3\u586b\u5355\u3001\u667a\u80fd\u8bed\u97f3\u4ea4\u4e92\u3001\u667a\u80fd\u8bed\u97f3\u68c0\u7d22\u7b49\u573a\u666f\u4e2d\uff0c\u97f3\u9891\u8bc6\u522b\u6280\u672f\u5982\u4f55\u6709\u6548\u63d0\u5347\u4eba\u673a\u4ea4\u4e92\u6548\u7387\u3002\u65e0\u8bba\u662f\u672c\u5730\u5b58\u50a8\u68c0\u7d22\uff0c\u8fd8\u662f\u4e91\u670d\u52a1\u7684\u96c6\u6210\uff0c\u4e30\u5bcc\u7684\u5e94\u7528\u5b9e\u4f8b\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u4e86\u5168\u9762\u7684\u89e3\u51b3\u65b9\u6848\u3002\u7ee7\u7eed\u6df1\u5165\u7814\u7a76\u548c\u5b9e\u8df5\u8fd9\u4e9b\u6280\u672f\uff0c\u5c06\u6709\u52a9\u4e8e\u63a8\u52a8\u667a\u80fd\u5e94\u7528\u7684\u5e7f\u6cdb\u666e\u53ca\u548c\u53d1\u5c55\uff0c\u63d0\u5347\u5404\u7c7b\u4e1a\u52a1\u7684\u667a\u80fd\u5316\u6c34\u5e73\u3002<\/span><\/section>\n
<\/section>\n

\u4f7f\u7528 Spring Boot \u4e0e\u5b9e\u65f6\u8bed\u97f3\u7ffb\u8bd1\u7cfb\u7edf\u7684\u96c6\u6210<\/span><\/p>\n

\u8bed\u97f3\u7ffb\u8bd1\u7cfb\u7edf\u5df2\u7ecf\u6210\u4e3a\u73b0\u4ee3\u5e94\u7528\u7a0b\u5e8f\u4e2d\u4e00\u9879\u91cd\u8981\u7684\u529f\u80fd\uff0c\u7279\u522b\u662f\u5728\u5168\u7403\u5316\u4e1a\u52a1\u573a\u666f\u4e2d\u3002\u901a\u8fc7Spring Boot\u96c6\u6210\u591a\u8bed\u8a00\u7684\u8bed\u97f3\u8bc6\u522b\u548c\u7ffb\u8bd1\u670d\u52a1\uff0c\u53ef\u4ee5\u6784\u5efa\u4e00\u4e2a\u9ad8\u6548\u7684\u5b9e\u65f6\u8bed\u97f3\u7ffb\u8bd1\u7cfb\u7edf\u3002\u672c\u6587\u5c06\u8be6\u7ec6\u8bb2\u89e3\u5982\u4f55\u914d\u7f6eSpring Boot\u9879\u76ee\u4ee5\u652f\u6301\u5b9e\u65f6\u8bed\u97f3\u7ffb\u8bd1\uff0c\u7ed3\u5408\u4ee3\u7801\u793a\u4f8b\u5bf9\u5b9e\u73b0\u8fc7\u7a0b\u8fdb\u884c\u6df1\u5ea6\u89e3\u8bfb\uff0c\u5e76\u5206\u4eab\u7cfb\u7edf\u5ef6\u8fdf\u4f18\u5316\u7684\u6280\u5de7\u548c\u5b9e\u9645\u5e94\u7528\u6848\u4f8b\u3002<\/span><\/p>\n

\u63cf\u8ff0\u5b9e\u65f6\u8bed\u97f3\u7ffb\u8bd1\u7cfb\u7edf\u7684\u57fa\u672c\u9700\u6c42<\/span><\/h4>\n

\u4e00\u4e2a\u5b8c\u5907\u7684\u5b9e\u65f6\u8bed\u97f3\u7ffb\u8bd1\u7cfb\u7edf\u5e94\u6ee1\u8db3\u4ee5\u4e0b\u57fa\u672c\u9700\u6c42\uff1a<\/span><\/p>\n

    \n
  1. \n

    \u8bed\u97f3\u8bc6\u522b<\/span>\uff1a\u80fd\u591f\u5b9e\u65f6\u8bc6\u522b\u591a\u79cd\u8bed\u8a00\u7684\u8bed\u97f3\u8f93\u5165\u3002<\/span><\/p>\n<\/li>\n

  2. \n

    \u8bed\u8a00\u7ffb\u8bd1<\/span>\uff1a\u5c06\u8bc6\u522b\u7ed3\u679c\u7ffb\u8bd1\u6210\u76ee\u6807\u8bed\u8a00\uff0c\u5e76\u5b9e\u73b0\u591a\u8bed\u8a00\u652f\u6301\u3002<\/span><\/p>\n<\/li>\n

  3. \n

    \u5b9e\u65f6\u6027<\/span>\uff1a\u786e\u4fdd\u6574\u4e2a\u8bc6\u522b\u548c\u7ffb\u8bd1\u8fc7\u7a0b\u5177\u6709\u8f83\u4f4e\u7684\u5ef6\u8fdf\uff0c\u63d0\u4f9b\u7528\u6237\u6d41\u7545\u7684\u4f53\u9a8c\u3002<\/span><\/p>\n<\/li>\n

  4. \n

    API\u63a5\u53e3<\/span>\uff1a\u63d0\u4f9bRESTful API\uff0c\u65b9\u4fbf\u5ba2\u6237\u7aef\u8c03\u7528\u3002<\/span><\/p>\n<\/li>\n<\/ol>\n

    \u914d\u7f6eSpring Boot\u9879\u76ee\u4e0e\u591a\u8bed\u8a00\u8bed\u97f3\u8bc6\u522b\u548c\u7ffb\u8bd1\u670d\u52a1<\/span><\/h4>\n

    \u6211\u4eec\u5c06\u4f7f\u7528Spring Boot\u6765\u642d\u5efa\u57fa\u7840\u6846\u67b6\uff0c\u5229\u7528\u7b2c\u4e09\u65b9\u670d\u52a1\uff08\u5982Google Cloud Speech-to-Text\u548cTranslate\u670d\u52a1\uff09\u6765\u5b9e\u73b0\u8bed\u97f3\u8bc6\u522b\u548c\u7ffb\u8bd1\u529f\u80fd\u3002<\/span><\/p>\n

    \u9996\u5148\uff0c\u521b\u5efa\u4e00\u4e2aSpring Boot\u9879\u76ee\uff0c\u5e76\u5728<\/span>pom.xml<\/span><\/code>\u4e2d\u6dfb\u52a0\u5fc5\u8981\u7684\u4f9d\u8d56\uff1a<\/span><\/p>\n

    <<\/span>dependency><\/span><\/span>    <<\/span>groupId><\/span><\/span>org.springframework.boot<\/<\/span>groupId><\/span><\/span>    <<\/span>artifactId><\/span><\/span>spring-boot-starter-web<\/<\/span>artifactId><\/span><\/span><\/<\/span>dependency><\/span><\/span><<\/span>dependency><\/span><\/span>    <<\/span>groupId><\/span><\/span>com.google.cloud<\/<\/span>groupId><\/span><\/span>    <<\/span>artifactId><\/span><\/span>google-cloud-speech<\/<\/span>artifactId><\/span><\/span>    <<\/span>version><\/span><\/span>1.28.0<\/<\/span>version><\/span><\/span><\/<\/span>dependency><\/span><\/span><<\/span>dependency><\/span><\/span>    <<\/span>groupId><\/span><\/span>com.google.cloud<\/<\/span>groupId><\/span><\/span>    <<\/span>artifactId><\/span><\/span>google-cloud-translate<\/<\/span>artifactId><\/span><\/span>    <<\/span>version><\/span><\/span>1.95.0<\/<\/span>version><\/span><\/span><\/<\/span>dependency><\/span><\/span><\/span><\/code><\/pre>\n
    \u7136\u540e\uff0c\u5728Spring Boot\u9879\u76ee\u4e2d\u914d\u7f6eGoogle Cloud\u7684\u5ba2\u6237\u7aef\uff1a<\/span><\/p>\n
    import<\/span> com.<\/span>google.<\/span>cloud.<\/span>speech.<\/span>v1.<\/span><\/span>*<\/span>;<\/span>import<\/span> com.<\/span>google.<\/span>cloud.<\/span>translate.<\/span><\/span>Translate<\/span>;<\/span>import<\/span> com.<\/span>google.<\/span>cloud.<\/span>translate.<\/span><\/span>TranslateOptions<\/span>;<\/span>import<\/span> org.<\/span>springframework.<\/span>context.<\/span>annotation.<\/span><\/span>Bean<\/span>;<\/span>import<\/span> org.<\/span>springframework.<\/span>context.<\/span>annotation.<\/span><\/span>Configuration<\/span>;<\/span>@Configuration<\/span>public<\/span> class<\/span> GoogleCloudConfig<\/span> {<\/span>        @Bean<\/span>    public<\/span> SpeechClient<\/span> speechClient<\/span>()<\/span> throws<\/span> Exception<\/span> {<\/span>        return<\/span> SpeechClient<\/span>.<\/span>create<\/span>();<\/span>    }<\/span>    @Bean<\/span>    public<\/span> Translate<\/span> translate<\/span>()<\/span> {<\/span>        return<\/span> TranslateOptions<\/span>.<\/span>getDefaultInstance<\/span>().<\/span>getService<\/span>();<\/span>    }<\/span>}<\/span><\/span><\/code><\/pre>\n
    \u5b9e\u73b0\u5b9e\u65f6\u8bed\u97f3\u7ffb\u8bd1\u7684REST API<\/span><\/h4>\n
    \u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u5c06\u5b9e\u73b0\u4e00\u4e2aREST\u63a5\u53e3\uff0c\u8be5\u63a5\u53e3\u63a5\u6536\u8bed\u97f3\u6570\u636e\uff0c\u8fdb\u884c\u8bc6\u522b\u548c\u7ffb\u8bd1\uff0c\u5e76\u8fd4\u56de\u7ffb\u8bd1\u7ed3\u679c\u3002<\/span><\/p>\n
    import<\/span> com.<\/span>google.<\/span>cloud.<\/span>speech.<\/span>v1.<\/span><\/span>*<\/span>;<\/span>import<\/span> com.<\/span>google.<\/span>protobuf.<\/span><\/span>ByteString<\/span>;<\/span>import<\/span> org.<\/span>springframework.<\/span>beans.<\/span>factory.<\/span>annotation.<\/span><\/span>Autowired<\/span>;<\/span>import<\/span> org.<\/span>springframework.<\/span>web.<\/span>bind.<\/span>annotation.<\/span><\/span>*<\/span>;<\/span>import<\/span> org.<\/span>springframework.<\/span>web.<\/span>multipart.<\/span><\/span>MultipartFile<\/span>;<\/span>import<\/span> java.<\/span>util.<\/span><\/span>List<\/span>;<\/span>@RestController<\/span>@RequestMapping(<\/span>\"\/api\"<\/span>)<\/span>public<\/span> class<\/span> TranslationController<\/span> {<\/span>    @Autowired<\/span>    private<\/span> SpeechClient<\/span> speechClient;<\/span>        @Autowired<\/span>    private<\/span> Translate<\/span> translate;<\/span>    @PostMapping(<\/span>\"\/translate\"<\/span>)<\/span>    public<\/span> String<\/span> translateSpeech<\/span>(@RequestParam(<\/span>\"file\"<\/span>)<\/span> MultipartFile<\/span> file,<\/span>                                   @RequestParam(<\/span>\"targetLanguage\"<\/span>)<\/span> String<\/span> targetLanguage)<\/span> throws<\/span> Exception<\/span> {<\/span>        \/\/ \u83b7\u53d6\u97f3\u9891\u6570\u636e<\/span>        ByteString<\/span> audioBytes =<\/span> ByteString<\/span>.<\/span>copyFrom<\/span>(<\/span>file.<\/span>getBytes<\/span>());<\/span>                \/\/ \u914d\u7f6e\u8bed\u97f3\u8bc6\u522b\u8bf7\u6c42<\/span>        RecognitionConfig<\/span> config =<\/span> RecognitionConfig<\/span>.<\/span>newBuilder<\/span>()<\/span>                .<\/span>setEncoding<\/span>(<\/span>RecognitionConfig.<\/span>AudioEncoding<\/span>.<\/span>LINEAR16<\/span>)<\/span>                .<\/span>setLanguageCode<\/span>(<\/span>\"zh-CN\"<\/span>)<\/span> \/\/ \u4fee\u6539\u4e3a\u4e2d\u6587\u914d\u7f6e<\/span>                .<\/span>build<\/span>();<\/span>        RecognitionAudio<\/span> audio =<\/span> RecognitionAudio<\/span>.<\/span>newBuilder<\/span>().<\/span>setContent<\/span>(<\/span>audioBytes).<\/span>build<\/span>();<\/span>                \/\/ \u8c03\u7528Google Speech API\u8fdb\u884c\u8bed\u97f3\u8bc6\u522b<\/span>        RecognizeResponse<\/span> response =<\/span> speechClient.<\/span>recognize<\/span>(<\/span>config,<\/span> audio);<\/span>        List<\/span><<\/span>SpeechRecognitionResult<\/span>><\/span> results =<\/span> response.<\/span>getResultsList<\/span>();<\/span>                \/\/ \u83b7\u53d6\u8bc6\u522b\u7ed3\u679c<\/span>        StringBuilder<\/span> recognizedText =<\/span> new<\/span> StringBuilder<\/span>();<\/span>        for<\/span> (<\/span>SpeechRecognitionResult<\/span> result :<\/span> results)<\/span> {<\/span>            recognizedText.<\/span>append<\/span>(<\/span>result.<\/span>getAlternativesList<\/span>().<\/span>get<\/span>(<\/span>0<\/span>).<\/span>getTranscript<\/span>());<\/span>        }<\/span>                \/\/ \u8c03\u7528Google Translate API\u8fdb\u884c\u7ffb\u8bd1<\/span>        String<\/span> translatedText =<\/span> translate.<\/span>translate<\/span>(<\/span>recognizedText.<\/span>toString<\/span>(),<\/span>                Translate.<\/span>TranslateOption<\/span>.<\/span>targetLanguage<\/span>(<\/span>targetLanguage)).<\/span>getTranslatedText<\/span>();<\/span>                return<\/span> translatedText;<\/span>    }<\/span>}<\/span><\/span><\/code><\/pre>\n
    \u4e0a\u8ff0\u4ee3\u7801\u5b9a\u4e49\u4e86\u4e00\u4e2a<\/span>\/translate<\/span><\/code>\u7684REST\u63a5\u53e3\uff0c\u5b83\u63a5\u53d7\u4e24\u4e2a\u53c2\u6570\uff1a\u8bed\u97f3\u6587\u4ef6\u548c\u76ee\u6807\u7ffb\u8bd1\u8bed\u8a00\u3002\u901a\u8fc7\u8c03\u7528Google Cloud\u670d\u52a1\u5b9e\u73b0\u8bed\u97f3\u8bc6\u522b\u548c\u7ffb\u8bd1\uff0c\u8fd4\u56de\u7ffb\u8bd1\u7ed3\u679c\u3002<\/span><\/p>\n
    \u5206\u4eab\u7cfb\u7edf\u5ef6\u8fdf\u4f18\u5316\u548c\u5b9e\u9645\u5e94\u7528\u6848\u4f8b<\/span><\/h4>\n
    \u5728\u5b9e\u9645\u5e94\u7528\u4e2d\uff0c\u4f18\u5316\u7cfb\u7edf\u7684\u5ef6\u8fdf\u662f\u63d0\u5347\u7528\u6237\u4f53\u9a8c\u7684\u5173\u952e\u3002\u5728\u6b64\u90e8\u5206\uff0c\u6211\u4eec\u5c06\u7ed3\u5408\u4ee3\u7801\u793a\u4f8b\uff0c\u6df1\u5165\u8bb2\u89e3\u5982\u4f55\u4f18\u5316\u5b9e\u65f6\u8bed\u97f3\u7ffb\u8bd1\u7cfb\u7edf\u7684\u5ef6\u8fdf\u3002<\/span><\/p>\n
    1. \u51cf\u5c11\u7f51\u7edc\u5ef6\u8fdf<\/span><\/h5>\n
    \u4e3a\u4e86\u51cf\u5c11\u7f51\u7edc\u5ef6\u8fdf\uff0c\u53ef\u4ee5\u8003\u8651\u4ee5\u4e0b\u51e0\u70b9\uff1a<\/span><\/p>\n
      \n
    • \n
      \u5730\u7406\u4f4d\u7f6e\u4f18\u5316<\/span>\uff1a\u5c06\u670d\u52a1\u90e8\u7f72\u5728\u8ddd\u79bb\u7528\u6237\u548cGoogle Cloud\u6570\u636e\u4e2d\u5fc3\u66f4\u8fd1\u7684\u533a\u57df\u3002<\/span><\/p>\n<\/li>\n
    • \n
      \u5185\u5bb9\u5206\u53d1\u7f51\u7edc\uff08CDN\uff09<\/span>\uff1a\u4f7f\u7528CDN\u52a0\u901f\u8bbf\u95ee\u901f\u5ea6\u3002<\/span><\/p>\n<\/li>\n<\/ul>\n
      2. \u5f02\u6b65\u5904\u7406<\/span><\/h5>\n
      \u901a\u8fc7\u5f02\u6b65\u5904\u7406\u53ef\u4ee5\u663e\u8457\u964d\u4f4e\u54cd\u5e94\u65f6\u95f4\u3002\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528Spring\u7684\u5f02\u6b65\u6ce8\u89e3<\/span>@Async<\/span><\/code>\u6765\u5b9e\u73b0\u8fd9\u4e00\u70b9\u3002<\/span><\/p>\n
      import<\/span> org.<\/span>springframework.<\/span>scheduling.<\/span>annotation.<\/span><\/span>Async<\/span>;<\/span>import<\/span> org.<\/span>springframework.<\/span>scheduling.<\/span>annotation.<\/span><\/span>EnableAsync<\/span>;<\/span>import<\/span> org.<\/span>springframework.<\/span>stereotype.<\/span><\/span>Service<\/span>;<\/span>@EnableAsync<\/span>@Service<\/span>public<\/span> class<\/span> TranslationService<\/span> {<\/span>    @Autowired<\/span>    private<\/span> SpeechClient<\/span> speechClient;<\/span>        @Autowired<\/span>    private<\/span> Translate<\/span> translate;<\/span>    @Async<\/span>    public<\/span> CompletableFuture<\/span><<\/span>String<\/span>><\/span> translateSpeechAsync<\/span>(<\/span>ByteString<\/span> audioBytes,<\/span> String<\/span> targetLanguage)<\/span> throws<\/span> Exception<\/span> {<\/span>        RecognitionConfig<\/span> config =<\/span> RecognitionConfig<\/span>.<\/span>newBuilder<\/span>()<\/span>                .<\/span>setEncoding<\/span>(<\/span>RecognitionConfig.<\/span>AudioEncoding<\/span>.<\/span>LINEAR16<\/span>)<\/span>                .<\/span>setLanguageCode<\/span>(<\/span>\"zh-CN\"<\/span>)<\/span> \/\/ \u4fee\u6539\u4e3a\u4e2d\u6587\u914d\u7f6e<\/span>                .<\/span>build<\/span>();<\/span>        RecognitionAudio<\/span> audio =<\/span> RecognitionAudio<\/span>.<\/span>newBuilder<\/span>().<\/span>setContent<\/span>(<\/span>audioBytes).<\/span>build<\/span>();<\/span>        RecognizeResponse<\/span> response =<\/span> speechClient.<\/span>recognize<\/span>(<\/span>config,<\/span> audio);<\/span>        List<\/span><<\/span>SpeechRecognitionResult<\/span>><\/span> results =<\/span> response.<\/span>getResultsList<\/span>();<\/span>        StringBuilder<\/span> recognizedText =<\/span> new<\/span> StringBuilder<\/span>();<\/span>        for<\/span> (<\/span>SpeechRecognitionResult<\/span> result :<\/span> results)<\/span> {<\/span>            recognizedText.<\/span>append<\/span>(<\/span>result.<\/span>getAlternativesList<\/span>().<\/span>get<\/span>(<\/span>0<\/span>).<\/span>getTranscript<\/span>());<\/span>        }<\/span>        String<\/span> translatedText =<\/span> translate.<\/span>translate<\/span>(<\/span>recognizedText.<\/span>toString<\/span>(),<\/span>                Translate.<\/span>TranslateOption<\/span>.<\/span>targetLanguage<\/span>(<\/span>targetLanguage)).<\/span>getTranslatedText<\/span>();<\/span>        return<\/span> CompletableFuture<\/span>.<\/span>completedFuture<\/span>(<\/span>translatedText);<\/span>    }<\/span>}<\/span><\/span><\/code><\/pre>\n
      \u5728Controller\u4e2d\u8c03\u7528\u5f02\u6b65\u65b9\u6cd5\uff1a<\/span><\/p>\n
      import<\/span> org.<\/span>springframework.<\/span>beans.<\/span>factory.<\/span>annotation.<\/span><\/span>Autowired<\/span>;<\/span>import<\/span> org.<\/span>springframework.<\/span>web.<\/span>bind.<\/span>annotation.<\/span><\/span>*<\/span>;<\/span>import<\/span> org.<\/span>springframework.<\/span>web.<\/span>multipart.<\/span><\/span>MultipartFile<\/span>;<\/span>import<\/span> java.<\/span>util.<\/span>concurrent.<\/span><\/span>CompletableFuture<\/span>;<\/span>@RestController<\/span>@RequestMapping(<\/span>\"\/api\"<\/span>)<\/span>public<\/span> class<\/span> TranslationController<\/span> {<\/span>    @Autowired<\/span>    private<\/span> TranslationService<\/span> translationService;<\/span>    @PostMapping(<\/span>\"\/translate\"<\/span>)<\/span>    public<\/span> CompletableFuture<\/span><<\/span>String<\/span>><\/span> translateSpeech<\/span>(@RequestParam(<\/span>\"file\"<\/span>)<\/span> MultipartFile<\/span> file,<\/span>                                                       @RequestParam(<\/span>\"targetLanguage\"<\/span>)<\/span> String<\/span> targetLanguage)<\/span> throws<\/span> Exception<\/span> {<\/span>        ByteString<\/span> audioBytes =<\/span> ByteString<\/span>.<\/span>copyFrom<\/span>(<\/span>file.<\/span>getBytes<\/span>());<\/span>        return<\/span> translationService.<\/span>translateSpeechAsync<\/span>(<\/span>audioBytes,<\/span> targetLanguage);<\/span>    }<\/span>}<\/span><\/span><\/code><\/pre>\n
      3. \u97f3\u9891\u5207\u7247\u5904\u7406<\/span><\/h5>\n
      \u5bf9\u4e8e\u8f83\u957f\u7684\u97f3\u9891\u6587\u4ef6\uff0c\u53ef\u4ee5\u5c06\u5176\u5207\u7247\u6210\u66f4\u5c0f\u7684\u90e8\u5206\u5e76\u884c\u5904\u7406\uff0c\u4ee5\u51cf\u5c11\u5904\u7406\u65f6\u95f4\u3002<\/span><\/p>\n
      import<\/span> java.<\/span>util.<\/span><\/span>Arrays<\/span>;<\/span>import<\/span> java.<\/span>util.<\/span><\/span>List<\/span>;<\/span>import<\/span> java.<\/span>util.<\/span>concurrent.<\/span><\/span>CompletableFuture<\/span>;<\/span>import<\/span> java.<\/span>util.<\/span>stream.<\/span><\/span>Collectors<\/span>;<\/span>@Service<\/span>public<\/span> class<\/span> AudioProcessingService<\/span> {<\/span>    @Autowired<\/span>    private<\/span> TranslationService<\/span> translationService;<\/span>    private<\/span> static<\/span> final<\/span> int<\/span> SLICE_SIZE<\/span> =<\/span> 60<\/span> *<\/span> 1000<\/span>;<\/span> \/\/ \u6bcf\u7247 60 \u79d2<\/span>    @Async<\/span>    public<\/span> CompletableFuture<\/span><<\/span>String<\/span>><\/span> processAndTranslateAudio<\/span>(<\/span>byte<\/span>[]<\/span> audioBytes,<\/span> String<\/span> targetLanguage)<\/span> throws<\/span> Exception<\/span> {<\/span>        List<\/span><<\/span>byte<\/span>[]<\/span>><\/span> audioSlices =<\/span> sliceAudio<\/span>(<\/span>audioBytes);<\/span>        List<\/span><<\/span>CompletableFuture<\/span><<\/span>String<\/span>>><\/span> futures =<\/span> audioSlices.<\/span>stream<\/span>()<\/span>                .<\/span>map<\/span>(<\/span>slice -><\/span> translationService.<\/span>translateSpeechAsync<\/span>(<\/span>ByteString<\/span>.<\/span>copyFrom<\/span>(<\/span>slice),<\/span> targetLanguage))<\/span>                .<\/span>collect<\/span>(<\/span>Collectors<\/span>.<\/span>toList<\/span>());<\/span>        CompletableFuture<\/span><<\/span>Void<\/span>><\/span> allOf =<\/span> CompletableFuture<\/span>.<\/span>allOf<\/span>(<\/span>futures.<\/span>toArray<\/span>(<\/span>new<\/span> CompletableFuture<\/span>[<\/span>0<\/span>]));<\/span>        CompletableFuture<\/span><<\/span>List<\/span><<\/span>String<\/span>>><\/span> allTranslations =<\/span> allOf.<\/span>thenApply<\/span>(<\/span>v -><\/span> futures.<\/span>stream<\/span>()<\/span>                .<\/span>map<\/span>(<\/span>CompletableFuture<\/span>::<\/span>join<\/span>)<\/span>                .<\/span>collect<\/span>(<\/span>Collectors<\/span>.<\/span>toList<\/span>()));<\/span>        return<\/span> allTranslations.<\/span>thenApply<\/span>(<\/span>translations -><\/span> String<\/span>.<\/span>join<\/span>(<\/span>\" \"<\/span>,<\/span> translations));<\/span>    }<\/span>    private<\/span> List<\/span><<\/span>byte<\/span>[]<\/span>><\/span> sliceAudio<\/span>(<\/span>byte<\/span>[]<\/span> audioBytes)<\/span> {<\/span>        int<\/span> totalLength =<\/span> audioBytes.<\/span>length;<\/span>        int<\/span> numberOfSlices =<\/span> (<\/span>int<\/span>)<\/span> Math<\/span>.<\/span>ceil<\/span>((<\/span>double<\/span>)<\/span> totalLength \/<\/span> SLICE_SIZE<\/span>);<\/span>        return<\/span> Arrays<\/span>.<\/span>stream<\/span>(<\/span>new<\/span> int<\/span>[<\/span>numberOfSlices])<\/span>                .<\/span>mapToObj<\/span>(<\/span>i -><\/span> Arrays<\/span>.<\/span>copyOfRange<\/span>(<\/span>audioBytes,<\/span> i *<\/span> SLICE_SIZE<\/span>,<\/span> Math<\/span>.<\/span>min<\/span>((<\/span>i +<\/span> 1<\/span>)<\/span> *<\/span> SLICE_SIZE<\/span>,<\/span> totalLength)))<\/span>                .<\/span>collect<\/span>(<\/span>Collectors<\/span>.<\/span>toList<\/span>());<\/span>    }<\/span>}<\/span><\/span><\/code><\/pre>\n
      \u5728Controller\u4e2d\u4f7f\u7528\u97f3\u9891\u5904\u7406\u670d\u52a1\uff1a<\/span><\/p>\n
      @RestController<\/span>@RequestMapping(<\/span>\"\/api\"<\/span>)<\/span>public<\/span> class<\/span> TranslationController<\/span> {<\/span>    @Autowired<\/span>    private<\/span> AudioProcessingService<\/span> audioProcessingService;<\/span>    @PostMapping(<\/span>\"\/translate\"<\/span>)<\/span>    public<\/span> CompletableFuture<\/span><<\/span>String<\/span>><\/span> translateSpeech<\/span>(@RequestParam(<\/span>\"file\"<\/span>)<\/span> MultipartFile<\/span> file,<\/span>                                                       @RequestParam(<\/span>\"targetLanguage\"<\/span>)<\/span> String<\/span> targetLanguage)<\/span> throws<\/span> Exception<\/span> {<\/span>        byte<\/span>[]<\/span> audioBytes =<\/span> file.<\/span>getBytes<\/span>();<\/span>        return<\/span> audioProcessingService.<\/span>processAndTranslateAudio<\/span>(<\/span>audioBytes,<\/span> targetLanguage);<\/span>    }<\/span>}<\/span><\/span><\/code><\/pre>\n
      \u5b9e\u9645\u5e94\u7528\u6848\u4f8b\u4e0e\u6df1\u5165\u4f18\u5316<\/span><\/h3>\n
      \u6848\u4f8b1\uff1a\u56fd\u9645\u4f1a\u8bae\u5b9e\u65f6\u7ffb\u8bd1\u7cfb\u7edf<\/span><\/h4>\n
      \u5728\u56fd\u9645\u4f1a\u8bae\u4e2d\uff0c\u5b9e\u65f6\u7ffb\u8bd1\u7cfb\u7edf\u53ef\u4ee5\u4e3a\u4e0e\u4f1a\u8005\u63d0\u4f9b\u591a\u8bed\u8a00\u7684\u5b9e\u65f6\u5b57\u5e55\uff0c\u5e2e\u52a9\u4ed6\u4eec\u66f4\u597d\u5730\u7406\u89e3\u6f14\u8bb2\u5185\u5bb9\u3002\u4e3a\u4e86\u786e\u4fdd\u7cfb\u7edf\u80fd\u591f\u9ad8\u6548\u3001\u4f4e\u5ef6\u8fdf\u5730\u5de5\u4f5c\uff0c\u6211\u4eec\u53ef\u4ee5\u5e94\u7528\u4ee5\u4e0b\u4f18\u5316\u6280\u672f\uff1a<\/span><\/p>\n
        \n
      • \n
        \u97f3\u9891\u5207\u7247\u5904\u7406<\/span>\uff1a\u5bf9\u957f\u65f6\u95f4\u7684\u6f14\u8bb2\u97f3\u9891\u8fdb\u884c\u5e76\u884c\u5904\u7406\u3002\u901a\u8fc7\u97f3\u9891\u5207\u7247\u3001\u5e76\u884c\u8bc6\u522b\u548c\u7ffb\u8bd1\uff0c\u7f29\u77ed\u5355\u6b21\u8bf7\u6c42\u7684\u5904\u7406\u65f6\u95f4\u3002<\/span><\/p>\n<\/li>\n
      • \n
        \u5f02\u6b65\u5904\u7406<\/span>\uff1a\u4f7f\u7528Spring\u7684\u5f02\u6b65\u5904\u7406\u673a\u5236\uff0c\u51cf\u5c11\u524d\u7aef\u7b49\u5f85\u65f6\u95f4\uff0c\u5b9e\u73b0\u4f4e\u5ef6\u8fdf\u54cd\u5e94\u3002<\/span><\/p>\n<\/li>\n<\/ul>\n
        \u4ee5\u4e0b\u4e3a\u56fd\u9645\u4f1a\u8bae\u5b9e\u65f6\u7ffb\u8bd1\u7cfb\u7edf\u7684\u793a\u4f8b\u4ee3\u7801\uff1a<\/span><\/p>\n
        \u97f3\u9891\u5207\u7247\u5904\u7406\u4e0e\u5f02\u6b65\u5904\u7406<\/span><\/p>\n
        import<\/span> java.<\/span>util.<\/span><\/span>Arrays<\/span>;<\/span>import<\/span> java.<\/span>util.<\/span><\/span>List<\/span>;<\/span>import<\/span> java.<\/span>util.<\/span>concurrent.<\/span><\/span>CompletableFuture<\/span>;<\/span>import<\/span> java.<\/span>util.<\/span>stream.<\/span><\/span>Collectors<\/span>;<\/span>@Service<\/span>public<\/span> class<\/span> AudioProcessingService<\/span> {<\/span>    @Autowired<\/span>    private<\/span> TranslationService<\/span> translationService;<\/span>    private<\/span> static<\/span> final<\/span> int<\/span> SLICE_SIZE<\/span> =<\/span> 60<\/span> *<\/span> 1000<\/span>;<\/span> \/\/ \u6bcf\u7247 60 \u79d2<\/span>    @Async<\/span>    public<\/span> CompletableFuture<\/span><<\/span>String<\/span>><\/span> processAndTranslateAudio<\/span>(<\/span>byte<\/span>[]<\/span> audioBytes,<\/span> String<\/span> targetLanguage)<\/span> throws<\/span> Exception<\/span> {<\/span>        \/\/ \u5c06\u97f3\u9891\u6570\u636e\u5207\u7247\u5904\u7406<\/span>        List<\/span><<\/span>byte<\/span>[]<\/span>><\/span> audioSlices =<\/span> sliceAudio<\/span>(<\/span>audioBytes);<\/span>        \/\/ \u5e76\u884c\u7ffb\u8bd1\u6bcf\u4e00\u7247\u97f3\u9891\u6570\u636e<\/span>        List<\/span><<\/span>CompletableFuture<\/span><<\/span>String<\/span>>><\/span> futures =<\/span> audioSlices.<\/span>stream<\/span>()<\/span>                .<\/span>map<\/span>(<\/span>slice -><\/span> translationService.<\/span>translateSpeechAsync<\/span>(<\/span>ByteString<\/span>.<\/span>copyFrom<\/span>(<\/span>slice),<\/span> targetLanguage))<\/span>                .<\/span>collect<\/span>(<\/span>Collectors<\/span>.<\/span>toList<\/span>());<\/span>        CompletableFuture<\/span><<\/span>Void<\/span>><\/span> allOf =<\/span> CompletableFuture<\/span>.<\/span>allOf<\/span>(<\/span>futures.<\/span>toArray<\/span>(<\/span>new<\/span> CompletableFuture<\/span>[<\/span>0<\/span>]));<\/span>        CompletableFuture<\/span><<\/span>List<\/span><<\/span>String<\/span>>><\/span> allTranslations =<\/span> allOf.<\/span>thenApply<\/span>(<\/span>v -><\/span> futures.<\/span>stream<\/span>()<\/span>                .<\/span>map<\/span>(<\/span>CompletableFuture<\/span>::<\/span>join<\/span>)<\/span>                .<\/span>collect<\/span>(<\/span>Collectors<\/span>.<\/span>toList<\/span>()));<\/span>        return<\/span> allTranslations.<\/span>thenApply<\/span>(<\/span>translations -><\/span> String<\/span>.<\/span>join<\/span>(<\/span>\" \"<\/span>,<\/span> translations));<\/span>    }<\/span>    \/\/ \u97f3\u9891\u5207\u7247\u5904\u7406\u65b9\u6cd5<\/span>    private<\/span> List<\/span><<\/span>byte<\/span>[]<\/span>><\/span> sliceAudio<\/span>(<\/span>byte<\/span>[]<\/span> audioBytes)<\/span> {<\/span>        int<\/span> totalLength =<\/span> audioBytes.<\/span>length;<\/span>        int<\/span> numberOfSlices =<\/span> (<\/span>int<\/span>)<\/span> Math<\/span>.<\/span>ceil<\/span>((<\/span>double<\/span>)<\/span> totalLength \/<\/span> SLICE_SIZE<\/span>);<\/span>        return<\/span> Arrays<\/span>.<\/span>stream<\/span>(<\/span>new<\/span> int<\/span>[<\/span>numberOfSlices])<\/span>                .<\/span>mapToObj<\/span>(<\/span>i -><\/span> Arrays<\/span>.<\/span>copyOfRange<\/span>(<\/span>audioBytes,<\/span> i *<\/span> SLICE_SIZE<\/span>,<\/span> Math<\/span>.<\/span>min<\/span>((<\/span>i +<\/span> 1<\/span>)<\/span> *<\/span> SLICE_SIZE<\/span>,<\/span> totalLength)))<\/span>                .<\/span>collect<\/span>(<\/span>Collectors<\/span>.<\/span>toList<\/span>());<\/span>    }<\/span>}<\/span><\/span><\/code><\/pre>\n
        \u8c03\u7528\u97f3\u9891\u5904\u7406\u670d\u52a1<\/span><\/p>\n
        @RestController<\/span>@RequestMapping(<\/span>\"\/api\"<\/span>)<\/span>public<\/span> class<\/span> TranslationController<\/span> {<\/span>    @Autowired<\/span>    private<\/span> AudioProcessingService<\/span> audioProcessingService;<\/span>    @PostMapping(<\/span>\"\/translate\"<\/span>)<\/span>    public<\/span> CompletableFuture<\/span><<\/span>String<\/span>><\/span> translateSpeech<\/span>(@RequestParam(<\/span>\"file\"<\/span>)<\/span> MultipartFile<\/span> file,<\/span>                                                       @RequestParam(<\/span>\"targetLanguage\"<\/span>)<\/span> String<\/span> targetLanguage)<\/span> throws<\/span> Exception<\/span> {<\/span>        byte<\/span>[]<\/span> audioBytes =<\/span> file.<\/span>getBytes<\/span>();<\/span>        return<\/span> audioProcessingService.<\/span>processAndTranslateAudio<\/span>(<\/span>audioBytes,<\/span> targetLanguage);<\/span>    }<\/span>}<\/span><\/span><\/code><\/pre>\n
        \u6848\u4f8b2\uff1a\u591a\u8bed\u8a00\u5ba2\u670d\u7cfb\u7edf<\/span><\/h4>\n
        \u5728\u5168\u7403\u8de8\u56fd\u4f01\u4e1a\u4e2d\uff0c\u591a\u8bed\u8a00\u5ba2\u670d\u7cfb\u7edf\u80fd\u591f\u5b9e\u65f6\u7ffb\u8bd1\u5ba2\u6237\u548c\u5ba2\u670d\u4e4b\u95f4\u7684\u5bf9\u8bdd\uff0c\u63d0\u5347\u670d\u52a1\u8d28\u91cf\u3002\u4e3a\u4e86\u786e\u4fdd\u7cfb\u7edf\u7684\u9ad8\u6548\u6027\uff0c\u6211\u4eec\u53ef\u4ee5\u5e94\u7528\u4ee5\u4e0b\u4f18\u5316\u63aa\u65bd\uff1a<\/span><\/p>\n
          \n
        • \n
          \u672c\u5730\u5316\u7f13\u5b58<\/span>\uff1a\u5c06\u5e38\u7528\u7684\u7ffb\u8bd1\u7ed3\u679c\u8fdb\u884c\u7f13\u5b58\uff0c\u51cf\u5c11\u91cd\u590d\u8bf7\u6c42\u3002<\/span><\/p>\n<\/li>\n
        • \n
          \u6279\u5904\u7406\u8bf7\u6c42<\/span>\uff1a\u6279\u91cf\u5904\u7406\u5ba2\u6237\u5bf9\u8bdd\uff0c\u63d0\u9ad8\u7cfb\u7edf\u6548\u7387\u3002<\/span><\/p>\n<\/li>\n<\/ul>\n
          \u793a\u4f8b\u4ee3\u7801\uff1a<\/span><\/p>\n
          \u672c\u5730\u5316\u7f13\u5b58<\/span><\/p>\n
          import<\/span> org.<\/span>springframework.<\/span>cache.<\/span>annotation.<\/span><\/span>Cacheable<\/span>;<\/span>import<\/span> org.<\/span>springframework.<\/span>stereotype.<\/span><\/span>Service<\/span>;<\/span>import<\/span> com.<\/span>google.<\/span>cloud.<\/span>translate.<\/span><\/span>Translate<\/span>;<\/span>@Service<\/span>public<\/span> class<\/span> CachedTranslationService<\/span> {<\/span>    @Autowired<\/span>    private<\/span> Translate<\/span> translate;<\/span>    @Cacheable(<\/span>\"translations\"<\/span>)<\/span>    public<\/span> String<\/span> translateText<\/span>(<\/span>String<\/span> text,<\/span> String<\/span> targetLanguage)<\/span> {<\/span>        return<\/span> translate.<\/span>translate<\/span>(<\/span>text,<\/span> Translate.<\/span>TranslateOption<\/span>.<\/span>targetLanguage<\/span>(<\/span>targetLanguage)).<\/span>getTranslatedText<\/span>();<\/span>    }<\/span>}<\/span><\/span><\/code><\/pre>\n
          \u6279\u5904\u7406\u8bf7\u6c42<\/span><\/p>\n
          import<\/span> org.<\/span>springframework.<\/span>scheduling.<\/span>annotation.<\/span><\/span>Async<\/span>;<\/span>import<\/span> org.<\/span>springframework.<\/span>stereotype.<\/span><\/span>Service<\/span>;<\/span>import<\/span> java.<\/span>util.<\/span><\/span>List<\/span>;<\/span>import<\/span> java.<\/span>util.<\/span>concurrent.<\/span><\/span>CompletableFuture<\/span>;<\/span>@Service<\/span>public<\/span> class<\/span> BatchTranslationService<\/span> {<\/span>    @Autowired<\/span>    private<\/span> CachedTranslationService<\/span> cachedTranslationService;<\/span>    @Async<\/span>    public<\/span> CompletableFuture<\/span><<\/span>List<\/span><<\/span>String<\/span>>><\/span> batchTranslate<\/span>(<\/span>List<\/span><<\/span>String<\/span>><\/span> texts,<\/span> String<\/span> targetLanguage)<\/span> {<\/span>        List<\/span><<\/span>CompletableFuture<\/span><<\/span>String<\/span>>><\/span> futures =<\/span> texts.<\/span>stream<\/span>()<\/span>                .<\/span>map<\/span>(<\/span>text -><\/span> CompletableFuture<\/span>.<\/span>supplyAsync<\/span>(()<\/span> -><\/span> cachedTranslationService.<\/span>translateText<\/span>(<\/span>text,<\/span> targetLanguage)))<\/span>                .<\/span>collect<\/span>(<\/span>Collectors<\/span>.<\/span>toList<\/span>());<\/span>        CompletableFuture<\/span><<\/span>Void<\/span>><\/span> allOf =<\/span> CompletableFuture<\/span>.<\/span>allOf<\/span>(<\/span>futures.<\/span>toArray<\/span>(<\/span>new<\/span> CompletableFuture<\/span>[<\/span>0<\/span>]));<\/span>        return<\/span> allOf.<\/span>thenApply<\/span>(<\/span>v -><\/span> futures.<\/span>stream<\/span>()<\/span>                .<\/span>map<\/span>(<\/span>CompletableFuture<\/span>::<\/span>join<\/span>)<\/span>                .<\/span>collect<\/span>(<\/span>Collectors<\/span>.<\/span>toList<\/span>()));<\/span>    }<\/span>}<\/span><\/span><\/code><\/pre>\n
          \u8c03\u7528\u6279\u5904\u7406\u670d\u52a1<\/span><\/p>\n
          import<\/span> org.<\/span>springframework.<\/span>web.<\/span>bind.<\/span>annotation.<\/span><\/span>*<\/span>;<\/span>import<\/span> java.<\/span>util.<\/span><\/span>List<\/span>;<\/span>import<\/span> java.<\/span>util.<\/span>concurrent.<\/span><\/span>CompletableFuture<\/span>;<\/span>@RestController<\/span>@RequestMapping(<\/span>\"\/api\"<\/span>)<\/span>public<\/span> class<\/span> TranslationController<\/span> {<\/span>    @Autowired<\/span>    private<\/span> BatchTranslationService<\/span> batchTranslationService;<\/span>    @PostMapping(<\/span>\"\/batch-translate\"<\/span>)<\/span>    public<\/span> CompletableFuture<\/span><<\/span>List<\/span><<\/span>String<\/span>>><\/span> batchTranslate<\/span>(@RequestBody<\/span> List<\/span><<\/span>String<\/span>><\/span> texts,<\/span>                                                           @RequestParam(<\/span>\"targetLanguage\"<\/span>)<\/span> String<\/span> targetLanguage)<\/span> {<\/span>        return<\/span> batchTranslationService.<\/span>batchTranslate<\/span>(<\/span>texts,<\/span> targetLanguage);<\/span>    }<\/span>}<\/span><\/span><\/code><\/pre>\n
          \u603b\u7ed3<\/span><\/h3>\n
          \u901a\u8fc7Spring Boot\u96c6\u6210Google Cloud\u7684\u8bed\u97f3\u8bc6\u522b\u548c\u7ffb\u8bd1\u670d\u52a1\uff0c\u53ef\u4ee5\u9ad8\u6548\u5b9e\u73b0\u591a\u8bed\u8a00\u7684\u5b9e\u65f6\u8bed\u97f3\u7ffb\u8bd1\u7cfb\u7edf\u3002\u7ed3\u5408\u5f02\u6b65\u5904\u7406\u3001\u97f3\u9891\u5207\u7247\u5904\u7406\u3001\u672c\u5730\u5316\u7f13\u5b58\u548c\u6279\u5904\u7406\u8bf7\u6c42\u7b49\u4f18\u5316\u624b\u6bb5\uff0c\u53ef\u4ee5\u663e\u8457\u964d\u4f4e\u7cfb\u7edf\u5ef6\u8fdf\uff0c\u63d0\u5347\u7528\u6237\u4f53\u9a8c\u3002\u4e0a\u8ff0\u56fd\u9645\u4f1a\u8bae\u5b9e\u65f6\u7ffb\u8bd1\u7cfb\u7edf\u548c\u591a\u8bed\u8a00\u5ba2\u670d\u7cfb\u7edf\u7684\u5b9e\u9645\u6848\u4f8b\u5c55\u793a\u4e86\u8fd9\u4e9b\u6280\u672f\u548c\u4f18\u5316\u63aa\u65bd\u7684\u5e94\u7528\u6548\u679c\u3002\u5e0c\u671b\u672c\u6587\u5bf9\u60a8\u6784\u5efa\u9ad8\u6548\u7684\u5b9e\u65f6\u8bed\u97f3\u7ffb\u8bd1\u7cfb\u7edf\u6709\u6240\u5e2e\u52a9\u3002<\/span><\/p>\n
          \n
          \u4eca\u5929\u5c31\u8bb2\u5230\u8fd9\u91cc\uff0c\u5982\u679c\u6709\u95ee\u9898\u9700\u8981\u54a8\u8be2\uff0c\u5927\u5bb6\u53ef\u4ee5\u76f4\u63a5\u7559\u8a00\u6216\u626b\u4e0b\u65b9\u4e8c\u7ef4\u7801\u6765\u77e5\u8bc6\u661f\u7403\u627e\u6211\uff0c\u6211\u4eec\u4f1a\u5c3d\u529b\u4e3a\u4f60\u89e3\u7b54\u3002<\/span><\/section>\n
          <\/section>\n
          AI\u8d44\u6e90\u805a\u5408\u7ad9\u5df2\u7ecf\u6b63\u5f0f\u4e0a\u7ebf\uff0c\u8be5\u5e73\u53f0\u4e0d\u4ec5\u4ec5\u662f\u4e00\u4e2aAI\u8d44\u6e90\u805a\u5408\u7ad9\uff0c\u66f4\u662f\u4e00\u4e2a\u4e3a\u8ffd\u6c42\u77e5\u8bc6\u6df1\u5ea6\u548c\u5e7f\u5ea6\u7684\u4eba\u4eec\u6253\u9020\u7684\u667a\u6167\u805a\u96c6\u5730\u3002\u901a\u8fc7\u8bbf\u95ee AI \u8d44\u6e90\u805a\u5408\u7f51\u7ad9 https:\/\/ai-ziyuan.techwisdom.cn\/\uff0c\u4f60\u5c06\u8fdb\u5165\u4e00\u4e2a\u5168\u65b9\u4f4d\u6db5\u76d6\u4eba\u5de5\u667a\u80fd\u548c\u8bed\u8a00\u6a21\u578b\u9886\u57df\u7684\u5b9d\u85cf\u5e93\u3002<\/span><\/span><\/section>\n
          \n