{
 "ticket": "U82 #119",
 "generatedAt": "2026-10-27T22:40:03.672685+08:00",
 "startedAt": "2026-10-27T22:39:54.671248+08:00",
 "purpose": "Spring AI 2.0.2 贯通 RAG：文档处理/真实 ES 向量检索/ACL/引用/流式取消；LangChain4j 1.22.0 对照；模型为确定性替身",
 "exitCode": 0,
 "testCount": 27,
 "reports": [
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   "name": "study.airag.DocumentPipelineTest",
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   "failures": "0",
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   "skipped": "0",
   "time": "0.14",
   "file": "rag-lab/target/surefire-reports/TEST-study.airag.DocumentPipelineTest.xml"
  },
  {
   "module": "rag-lab",
   "name": "study.airag.ElasticsearchRetrievalTest",
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   "failures": "0",
   "errors": "0",
   "skipped": "0",
   "time": "0.511",
   "file": "rag-lab/target/surefire-reports/TEST-study.airag.ElasticsearchRetrievalTest.xml"
  },
  {
   "module": "rag-lab",
   "name": "study.airag.LangChain4jContrastTest",
   "tests": "4",
   "failures": "0",
   "errors": "0",
   "skipped": "0",
   "time": "0.352",
   "file": "rag-lab/target/surefire-reports/TEST-study.airag.LangChain4jContrastTest.xml"
  },
  {
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   "time": "0.32",
   "file": "rag-lab/target/surefire-reports/TEST-study.airag.RagAssistantTest.xml"
  },
  {
   "module": "rag-lab",
   "name": "study.airag.StreamingCancellationTest",
   "tests": "5",
   "failures": "0",
   "errors": "0",
   "skipped": "0",
   "time": "1.492",
   "file": "rag-lab/target/surefire-reports/TEST-study.airag.StreamingCancellationTest.xml"
  },
  {
   "module": "es9-boundary",
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   "tests": "3",
   "failures": "0",
   "errors": "0",
   "skipped": "0",
   "time": "0.227",
   "file": "es9-boundary/target/surefire-reports/TEST-study.aiboundary.Es9ClientBoundaryTest.xml"
  }
 ],
 "results": [
  {
   "name": "clean-test",
   "command": [
    "/Users/gaochao/develop/maven-3.9.9/bin/mvn",
    "-B",
    "-q",
    "clean",
    "test"
   ],
   "exitCode": 0,
   "runnerExitCode": 0,
   "timedOut": false,
   "failure": null,
   "cleanupError": null,
   "observed": [
    "U82 streamComplete=PASS tokens=11",
    "U82 ragStreamOnce=PASS invocations=1 retrievedInPrompt=true",
    "U82 streamCancel=PASS consumed=3 emitted=3 cancelled=1",
    "U82 streamTimeout=PASS error=TimeoutException",
    "U82 dispose=PASS received=3 cancelled=1 emitted=3",
    "U82 splitMetadata=PASS chunks=4",
    "U82 docMetadata=PASS categories=[header_1, header_2]",
    "U82 docReader=PASS blocks=11 confidential=1 metadata=[acl, category, doc, tenant, title]",
    "U82 splitter=PASS shortBlocks=1 longBlocks=3",
    "U82 filterSyntax=PASS sameStringSyntax=false",
    "U82 lc4jParity=PASS sameTop=true scoreSpring=0.405 scoreLc4j=0.7024",
    "U82 lc4jFilter=PASS springHits=10 lc4jHits=10 springDsl=tenant == tenant-a && (acl == public || acl == internal)",
    "U82 defaultsContrast=PASS springTopK=4 lc4jTopK=3 springTopScore=0.411",
    "U82 ragAdvisor=PASS retrieved=2 maxPerDocument=1 citations=2",
    "U82 aclLeak=publishBlocked retrieved=1",
    "U82 qaAdvisor=PASS retrieved=4 citations=[[kb/platform-handbook.md#1], [kb/platform-handbook.md#2], [kb/platform-handbook.md#4], [kb/public-faq.md#3]]",
    "U82 emptyContext=PASS prompt=refusal-template",
    "U82 aclMalformed=FAIL-FAST parserRejects=true",
    "U82 topKThreshold=PASS topK4=4 topK1=1 aboveTop=0 highest=0.411",
    "U82 tenantIsolation=PASS crossTenantHits=0 ownHits=5",
    "U82 aclFilter=PASS internalHits=10 confidentialHits=10",
    "U82 aclPublicOnly=PASS hits=5",
    "U82 esKnn=PASS server=8.19.23 hits=3 topScore=0.405",
    "U82 deleteByFilter=PASS remaining=6",
    "U82 es8PlainJson=PASS status=200",
    "U82 es9Boundary=PASS clientMajor=9 transport=rest5",
    "U82 es9VsEs8=PASS failure=media_type_header_exception"
   ]
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 ],
 "observations": [
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  "U82 aclLeak",
  "U82 aclMalformed",
  "U82 aclPublicOnly",
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  "U82 docMetadata",
  "U82 docReader",
  "U82 emptyContext",
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  "U82 es9VsEs8",
  "U82 esKnn",
  "U82 filterSyntax",
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  "U82 qaAdvisor",
  "U82 ragAdvisor",
  "U82 ragStreamOnce",
  "U82 splitMetadata",
  "U82 splitter",
  "U82 streamCancel",
  "U82 streamComplete",
  "U82 streamTimeout",
  "U82 tenantIsolation",
  "U82 topKThreshold"
 ],
 "environment": {
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  "arch": "arm64",
  "javaVersion": "openjdk version \"21.0.11\" 2026-04-21 LTS",
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  "elasticsearch": {
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  "rag-lab/src/main/java/study/airag/RagAssistant.java": "2eb5002198c5665fa388fec6344ab0775763e992dadf99121992e3696c337cb0",
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 "moduleBoundaries": {
  "rag-lab": "真实 Elasticsearch 8.19.23（DBngin）+ Spring AI VectorStore 契约 + 8.19.23 低层客户端；ChatModel/EmbeddingModel 为本地替身，不调用真实 LLM。",
  "es9-boundary": "官方 spring-ai-elasticsearch-store 的 elasticsearch-java 9.x rest5 传输对本机 8.19.23 服务端返回 media_type_header_exception；同一服务端接受普通 HTTP。"
 },
 "limits": [
  "模型是确定性哈希嵌入 + 脚本化聊天替身：检索编排、ACL、引用与取消可验证，回答质量/引用忠实度与真实模型效果不可由此推断。",
  "真实 LLM 调用与模型评测需要外部凭据，按票面口径归 U84 并如实标受阻，不冒充实机。",
  "Elasticsearch 为单节点本机 DBngin 实例（8.19.23，xpack.security 关闭），不代表集群、认证、分片/副本或生产容量。",
  "ACL 以元数据标签 + 检索过滤为教学模型；没有独立授权服务、审计流水与元数据篡改防护。",
  "取消验证基于 Reactor 协作式取消；真实模型 HTTP 流断开、计费与重试语义未运行。",
  "LangChain4j 使用官方 InMemoryEmbeddingStore 对照；其 Elasticsearch 模块仍为 1.22.0-beta32 且依赖 9.3.1 客户端，未在本机 8.19.23 服务端运行。"
 ]
}