{"id":113833,"date":"2026-10-07T18:25:41","date_gmt":"2026-10-07T10:25:41","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/113833.html"},"modified":"2026-10-07T18:25:41","modified_gmt":"2026-10-07T10:25:41","slug":"spring-boot-3-3-4-%e9%9b%86%e6%88%90-atlassian-rovo-api%ef%bc%9a%e4%bc%81%e4%b8%9a%e7%9f%a5%e8%af%86%e5%ba%93%e5%90%91","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/113833.html","title":{"rendered":"Spring Boot 3.3.4 \u96c6\u6210 Atlassian Rovo API\uff1a\u4f01\u4e1a\u77e5\u8bc6\u5e93\u5411 ..."},"content":{"rendered":"<h2>Spring Boot 3.3.4 \u96c6\u6210 Atlassian Rovo API&#xff1a;\u4f01\u4e1a\u77e5\u8bc6\u5e93\u5411 LLM \u6267\u884c\u5f15\u64ce\u7684\u7aef\u5230\u7aef\u5ef6\u8fdf\u6cbb\u7406<\/h2>\n<h3>\u80cc\u666f<\/h3>\n<p>\u4e0a\u5468\u6709\u4e2a\u9700\u6c42&#xff0c;\u8981\u628a\u516c\u53f8\u5185\u90e8 Confluence \u7a7a\u95f4\u91cc\u6563\u843d\u7684\u8fd0\u7ef4\u624b\u518c\u3001\u6545\u969c\u6392\u67e5 SOP\u3001\u67b6\u6784\u51b3\u7b56\u8bb0\u5f55&#xff0c;\u901a\u8fc7 Atlassian Rovo \u7684\u68c0\u7d22\u80fd\u529b\u5582\u7ed9\u540e\u7aef\u7684 LLM \u63a8\u7406\u7f51\u5173&#xff0c;\u8ba9\u503c\u73ed\u5de5\u7a0b\u5e08\u5728 Jira \u5de5\u5355\u91cc\u76f4\u63a5 &#064;AI \u62ff\u5230\u53ef\u6267\u884c\u7684\u64cd\u4f5c\u6b65\u9aa4\u3002\u6280\u672f\u6808&#xff1a;Spring Boot 3.3.4\u3001JDK 21.0.4\u3001OpenAI GPT-4o-2024-11-20 \u4f5c\u4e3a\u63a8\u7406\u5f15\u64ce\u3001Atlassian Rovo Search API&#xff08;\u57fa\u4e8e Forge \u5e73\u53f0&#xff09;\u3001Elasticsearch 8.15.1 \u505a\u5411\u91cf\u53ec\u56de\u7684\u515c\u5e95\u65b9\u6848\u3002<\/p>\n<p>\u8fd9\u4e2a\u9700\u6c42\u770b\u8d77\u6765\u53ea\u662f\u300c\u8c03\u4e2a API \u62fc\u4e2a Prompt\u300d&#xff0c;\u4f46\u5b9e\u9645\u843d\u5730\u65f6&#xff0c;\u4ece Confluence \u9875\u9762\u68c0\u7d22\u5230\u6700\u7ec8 LLM \u8fd4\u56de\u7ed3\u6784\u5316\u64cd\u4f5c\u6b65\u9aa4&#xff0c;\u7aef\u5230\u7aef P99 \u5ef6\u8fdf\u4ece\u9884\u671f\u7684 2 \u79d2\u98d9\u5230\u4e86 11.3 \u79d2&#xff0c;\u503c\u73ed\u5de5\u7a0b\u5e08\u6839\u672c\u7b49\u4e0d\u4e86\u3002<\/p>\n<h3>\u68c0\u7d22\u5c42&#xff1a;Rovo Search API \u7684\u54cd\u5e94\u65f6\u95f4\u62c6\u89e3<\/h3>\n<p>\u5148\u8bf4 Rovo Search API \u7684\u8c03\u7528\u65b9\u5f0f\u3002\u5b83\u672c\u8d28\u4e0a\u662f Atlassian \u5728 Forge \u5e73\u53f0\u4e0a\u5c01\u88c5\u7684\u7edf\u4e00\u68c0\u7d22\u63a5\u53e3&#xff0c;\u80fd\u8de8 Jira\u3001Confluence\u3001Trello \u505a\u5168\u6587\u68c0\u7d22\u548c\u8bed\u4e49\u68c0\u7d22\u3002\u8c03\u7528\u65f6\u9700\u8981\u7528 OAuth 2.0 \u83b7\u53d6 access token&#xff0c;\u5e76\u901a\u8fc7 atlassian-announcement: read \u7b49 scope \u6388\u6743\u3002<\/p>\n<p>&#096;&#096;&#096;java\/\/ Rovo Search \u5ba2\u6237\u7aef\u5c01\u88c5 \u2014 Spring Boot 3.3.4&#064;Servicepublic class RovoSearchClient {<\/p>\n<p>private final RestClient restClient;private final String baseToken;<\/p>\n<p>public RovoSearchClient(RestClient.Builder builder,&#064;Value(&#034;${atlassian.rovo.base-url}&#034;) String baseUrl,&#064;Value(&#034;${atlassian.rovo.api-token}&#034;) String token) {this.restClient &#061; builder.baseUrl(baseUrl).build();this.baseToken &#061; token;}<\/p>\n<p>public List search(String query, int maxResults) {var request &#061; RovoSearchRequest.builder().query(query).maxResults(maxResults).product(&#034;confluence&#034;).build();<\/p>\n<p>var response &#061; restClient.post().uri(&#034;\/rest\/api\/search&#034;).header(&#034;Authorization&#034;, &#034;Bearer &#034; &#043; baseToken).header(&#034;Content-Type&#034;, &#034;application\/json&#034;).body(request).retrieve().body(new ParameterizedTypeReference&gt;() {});<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/10\/20261007102539-6ac61e23ca708.jpg\" alt=\"\u793a\u610f\u56fe\" style=\"max-width:100%;border-radius:8px;margin:16px 0\" \/><\/p>\n<p>return response !&#061; null ? response : Collections.emptyList();}}&#096;&#096;&#096;<\/p>\n<p>\u7528 JMH \u5bf9 Rovo Search API \u505a\u4e86 1000 \u6b21\u57fa\u51c6\u6d4b\u8bd5&#xff0c;\u7ed3\u679c\u5982\u4e0b&#xff1a;<\/p>\n<p>| \u6307\u6807 | \u503c ||&#8212;&#8212;|&#8212;&#8212;|| \u5e73\u5747\u54cd\u5e94\u65f6\u95f4 | 487ms || P50 | 412ms || P95 | 923ms || P99 | 1456ms || \u6700\u5927\u54cd\u5e94\u65f6\u95f4 | 2831ms |<\/p>\n<p>\u5355\u6b21\u68c0\u7d22\u4e0d\u7b97\u79bb\u8c31&#xff0c;\u4f46\u95ee\u9898\u51fa\u5728\u68c0\u7d22\u7ed3\u679c\u7684\u9884\u5904\u7406\u73af\u8282\u3002Rovo \u8fd4\u56de\u7684 Confluence \u9875\u9762\u5185\u5bb9\u5305\u542b\u5927\u91cf ADF&#xff08;Atlassian Document Format&#xff09;\u683c\u5f0f\u7684\u5bcc\u6587\u672c&#xff0c;\u76f4\u63a5\u585e\u7ed9 GPT-4o \u4f1a\u5bfc\u81f4 token \u6d88\u8017\u7206\u70b8\u3002<\/p>\n<h3>\u74f6\u9888\u5b9a\u4f4d&#xff1a;\u4e09\u5c42\u5ef6\u8fdf\u53e0\u52a0<\/h3>\n<p>\u7528 async-profiler 3.0 \u505a\u4e86\u706b\u7130\u56fe\u5206\u6790&#xff0c;\u53d1\u73b0\u5ef6\u8fdf\u96c6\u4e2d\u5728\u4e09\u4e2a\u73af\u8282&#xff1a;<\/p>\n<p>\u7b2c\u4e00\u5c42&#xff1a;ADF \u8f6c Markdown \u7684 CPU \u5bc6\u96c6\u64cd\u4f5c\u3002 Confluence \u9875\u9762\u7684 ADF \u683c\u5f0f\u5d4c\u5957\u5c42\u7ea7\u6df1&#xff0c;\u6211\u4eec\u7528\u9012\u5f52\u89e3\u6790\u5668\u505a\u8f6c\u6362&#xff0c;\u9047\u5230\u5305\u542b\u5927\u91cf\u8868\u683c\u548c\u4ee3\u7801\u5757\u7684\u9875\u9762\u65f6&#xff0c;\u5355\u6b21\u8f6c\u6362\u8017\u65f6\u53ef\u8fbe 800-1200ms\u3002\u8fd9\u4e2a\u64cd\u4f5c\u5728\u8bf7\u6c42\u7ebf\u7a0b\u91cc\u540c\u6b65\u6267\u884c&#xff0c;\u76f4\u63a5\u963b\u585e\u4e86\u540e\u7eed\u6d41\u7a0b\u3002<\/p>\n<p>\u7b2c\u4e8c\u5c42&#xff1a;Token \u9884\u7b97\u8ba1\u7b97\u4e0e\u622a\u65ad\u7b56\u7565\u3002 GPT-4o-2024-11-20 \u7684\u4e0a\u4e0b\u6587\u7a97\u53e3\u662f 128K tokens&#xff0c;\u4f46\u4f01\u4e1a\u77e5\u8bc6\u95ee\u7b54\u573a\u666f\u4e0b&#xff0c;\u6211\u4eec\u53ea\u9700\u8981\u524d 3 \u4e2a\u6700\u76f8\u5173\u7684 Confluence \u7247\u6bb5\u3002\u95ee\u9898\u5728\u4e8e&#xff0c;\u5982\u679c\u4e0d\u505a\u7cbe\u786e\u7684 token \u8ba1\u6570&#xff0c;\u5bb9\u6613\u8d85\u9884\u7b97\u89e6\u53d1 API \u7aef\u7684 400 \u9519\u8bef\u3002<\/p>\n<p>\u7b2c\u4e09\u5c42&#xff1a;LLM \u63a8\u7406\u672c\u8eab\u7684\u5ef6\u8fdf\u3002 \u8fd9\u90e8\u5206\u6ca1\u6cd5\u4f18\u5316&#xff0c;\u53ea\u80fd\u9760\u5e76\u53d1\u63a7\u5236\u6765\u7ba1\u7406\u3002<\/p>\n<p>&#096;&#096;&#096;java\/\/ \u5f02\u6b65 ADF \u8f6c\u6362 &#043; Token \u9884\u7b97\u63a7\u5236&#064;Componentpublic class KnowledgePreprocessor {<\/p>\n<p>private final ExecutorService adfExecutor;private final TokenCounter tokenCounter;<\/p>\n<p>public KnowledgePreprocessor(&#064;Value(&#034;${app.adf.executor.core-size:4}&#034;) int coreSize,TokenCounter tokenCounter) {this.adfExecutor &#061; Executors.newFixedThreadPool(coreSize,Thread.ofVirtual().name(&#034;adf-convert-&#034;, 0).factory());this.tokenCounter &#061; tokenCounter;}<\/p>\n<p>public CompletableFuture&gt; preProcessAsync(List results, int budgetTokens) {<\/p>\n<p>var futures &#061; results.stream().limit(3).map(r -&gt; CompletableFuture.supplyAsync(() -&gt; convertAdfToMarkdown(r.getContent()),adfExecutor)).toList();<\/p>\n<p>return CompletableFuture.allOf(futures.toArray(new CompletableFuture[0])).thenApply(v -&gt; {List snippets &#061; futures.stream().map(CompletableFuture::join).toList();<\/p>\n<p>\/\/ \u8d2a\u5fc3\u586b\u5145&#xff1a;\u5728 token \u9884\u7b97\u5185\u5c3d\u53ef\u80fd\u591a\u5730\u4fdd\u7559\u7247\u6bb5List fitted &#061; new ArrayList&lt;&gt;();int used &#061; 0;for (String snippet : snippets) {int cost &#061; tokenCounter.count(snippet);if (used &#043; cost &lt;&#061; budgetTokens) {fitted.add(snippet);used &#043;&#061; cost;}}return fitted;});}<\/p>\n<p>private String convertAdfToMarkdown(JsonNode adf) {\/\/ ADF \u9012\u5f52\u89e3\u6790\u903b\u8f91&#xff0c;\u5173\u952e\u4f18\u5316\u70b9&#xff1a;\/\/ 1. \u7528 Jackson \u7684 TreeTraverser \u66ff\u4ee3\u9012\u5f52 walk&#xff0c;\u51cf\u5c11\u6808\u5f00\u9500\/\/ 2. \u8868\u683c\u8f6c Markdown \u65f6\u8df3\u8fc7\u7eaf\u6837\u5f0f\u8282\u70b9\/\/ 3. \u4ee3\u7801\u5757\u76f4\u63a5\u63d0\u53d6 text \u8282\u70b9&#xff0c;\u4e0d\u5904\u7406 highlight \u5c5e\u6027return AdfToMarkdownConverter.convert(adf);}}&#096;&#096;&#096;<\/p>\n<p>\u8fd9\u91cc\u6709\u4e2a\u53cd\u76f4\u89c9\u7684\u53d1\u73b0&#xff1a;\u5b98\u65b9\u63a8\u8350\u7684 ADF \u89e3\u6790\u65b9\u6848\u662f\u7528 Atlassian \u7684 adf-java-parser \u5e93&#xff0c;\u4f46\u5728\u6211\u4eec\u7684\u573a\u666f\u4e0b\u53cd\u800c\u66f4\u6162\u2014\u2014\u56e0\u4e3a\u5b83\u7684 AST \u6784\u5efa\u4f1a\u4fdd\u7559\u6240\u6709\u8282\u70b9\u5c5e\u6027&#xff0c;\u800c\u6211\u4eec\u7684\u573a\u666f\u53ea\u9700\u8981\u7eaf\u6587\u672c\u3002\u81ea\u5df1\u5199\u4e86\u4e00\u4e2a\u7cbe\u7b80\u7248\u89e3\u6790\u5668&#xff0c;\u7528 Jackson \u7684 TreeTraverser \u6d41\u5f0f\u904d\u5386&#xff0c;\u8df3\u8fc7\u4e86\u6240\u6709\u6837\u5f0f\u548c\u5143\u6570\u636e\u8282\u70b9\u3002<\/p>\n<h3>\u4f18\u5316\u6548\u679c<\/h3>\n<p>| \u6307\u6807 | \u4f18\u5316\u524d | \u4f18\u5316\u540e | \u6539\u5584\u5e45\u5ea6 ||&#8212;&#8212;|&#8212;&#8212;&#8211;|&#8212;&#8212;&#8211;|&#8212;&#8212;&#8212;-|| \u7aef\u5230\u7aef P50 | 5.8s | 1.9s | -67.2% || \u7aef\u5230\u7aef P95 | 8.7s | 3.2s | -63.2% || \u7aef\u5230\u7aef P99 | 11.3s | 4.6s | -59.3% || ADF \u8f6c\u6362 P95 | 1200ms | 340ms | -71.7% || 400 \u9519\u8bef\u7387 | 12.3% | 0.4% | -96.8% || Token \u6d88\u8017&#xff08;\u6bcf\u6b21\u8bf7\u6c42&#xff09; | \u5e73\u5747 18,400 | \u5e73\u5747 6,200 | -66.3% |<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/10\/20261007102540-6ac61e241e3fd.jpg\" alt=\"\u793a\u610f\u56fe\" style=\"max-width:100%;border-radius:8px;margin:16px 0\" \/><\/p>\n<p>\u7528 JDK 21 \u7684\u865a\u62df\u7ebf\u7a0b\u627f\u8f7d ADF \u8f6c\u6362\u4efb\u52a1\u540e&#xff0c;\u7ebf\u7a0b\u6c60\u4ece\u56fa\u5b9a 4 \u7ebf\u7a0b\u6269\u5230\u4e86 32 \u865a\u62df\u7ebf\u7a0b&#xff0c;CPU \u5229\u7528\u7387\u4ece 34% \u964d\u5230 21%\u2014\u2014\u56e0\u4e3a\u865a\u62df\u7ebf\u7a0b\u5728 IO \u7b49\u5f85\u65f6\u81ea\u52a8\u8ba9\u51fa\u8f7d\u4f53\u7ebf\u7a0b&#xff0c;\u4e0d\u518d\u5360\u7528\u5e73\u53f0\u7ebf\u7a0b\u8d44\u6e90\u3002<\/p>\n<h3>\u8e29\u5751\u8bb0\u5f55<\/h3>\n<p>Rovo Search API \u7684 maxResults \u53c2\u6570\u4e0a\u9650\u662f 50&#xff0c;\u4f46\u5b9e\u9645\u8fd4\u56de\u7ed3\u679c\u6570\u7ecf\u5e38\u5c11\u4e8e\u8bf7\u6c42\u6570\u3002\u539f\u56e0\u662f Rovo \u5185\u90e8\u505a\u4e86\u76f8\u5173\u6027\u8fc7\u6ee4&#xff0c;\u4f4e\u76f8\u5173\u5ea6\u7684\u7ed3\u679c\u76f4\u63a5\u88ab\u4e22\u5f03\u3002\u6700\u521d\u6211\u4eec\u8bbe maxResults&#061;10&#xff0c;\u7ed3\u679c\u53d1\u73b0 LLM \u7ecf\u5e38\u56e0\u4e3a\u4e0a\u4e0b\u6587\u4e0d\u8db3\u7ed9\u51fa\u6cdb\u6cdb\u7684\u56de\u7b54\u3002\u8c03\u5230 maxResults&#061;20 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