{
  "schemaVersion": "1.0.0",
  "datasetId": "ai-search-rag-baidu-selection-query-current-delta-2026-08-14-r5",
  "createdAt": "2026-08-14T12:53:05Z",
  "organicObservedAt": "2026-08-14T12:53:05Z",
  "productionReleaseId": "20260813T210114Z-75d814fc4b80",
  "queryId": "rag-citation-selection-sources",
  "query": "RAG 和微调选型 AI 引用哪些来源",
  "queryClass": "unbranded_selection_sources",
  "targetAsset": "https://course.dragonai.tech/research/ai-search-rag-finetuning-citations-2026-07",
  "observationSource": {
    "engineId": "baidu",
    "resultSurface": "organic_web",
    "market": "CN",
    "language": "zh-CN",
    "accessMode": "anonymous"
  },
  "observationMethod": "anonymous_browser_dom_read_only",
  "baseline": {
    "observedAt": "2026-08-14T00:53:47.353Z",
    "sourceReport": "geo/reports/2026-08-14T005347Z-ai-search-rag-citation-benchmark-baidu-search-visibility.json",
    "sourceReportSha256": "301aecc963c23fe156fbf920954a7fa48f29aefedf1753b4248293e4799a3d13",
    "resultSetSha256": "14e3fb0e1fe2999bb45b0ea2d96cee3d8896a7cbba01511f5288c7f45da6f0c2",
    "resultCount": 8,
    "topThreeHosts": [
      "cloud.tencent.com",
      "baijiahao.baidu.com",
      "hub.baai.ac.cn"
    ]
  },
  "current": {
    "sourceReport": "geo/reports/2026-08-14T125305Z-ai-search-rag-citation-benchmark-baidu-search-visibility.json",
    "sourceReportSha256": "d38689ba45421722507903ded47a7304e82819312b064d7e9d952185cbf5f892",
    "resultSetSha256": "b91c14b56b91075b19286f329bfb285f29fc9aa8748ddab91cde078b82bdebfb",
    "resultCount": 8,
    "topThreeHosts": [
      "cloud.tencent.com",
      "baijiahao.baidu.com",
      "hub.baai.ac.cn"
    ]
  },
  "summary": {
    "retainedUrlCount": 7,
    "enteredUrlCount": 1,
    "exitedUrlCount": 1,
    "rankChangedRetainedUrlCount": 1,
    "topSixUnchanged": true,
    "targetObserved": false,
    "brandDomainObserved": false,
    "countsAsGeoSuccess": false
  },
  "currentResults": [
    {
      "position": 1,
      "title": "一文讲清楚:RAG与微调的区别以及企业选择方向-腾讯云开发者社区...",
      "url": "https://cloud.tencent.com/developer/article/2550101",
      "host": "cloud.tencent.com",
      "transition": "retained_exact",
      "baselinePosition": 1
    },
    {
      "position": 2,
      "title": "企业AI落地:RAG和微调到底怎么选?",
      "url": "https://baijiahao.baidu.com/s?id=1871195781461074182&wfr=spider&for=pc",
      "host": "baijiahao.baidu.com",
      "transition": "retained_exact",
      "baselinePosition": 2
    },
    {
      "position": 3,
      "title": "北大最新综述精读:RAG在AIGC中的前世今生,覆盖300篇论文! - 智源...",
      "url": "https://hub.baai.ac.cn/view/35723",
      "host": "hub.baai.ac.cn",
      "transition": "retained_exact",
      "baselinePosition": 3
    },
    {
      "position": 4,
      "title": "RAG 和微调到底选哪个?AI 产品经理的技术选型指南 - 知乎",
      "url": "https://zhuanlan.zhihu.com/p/2041693198662329497",
      "host": "zhuanlan.zhihu.com",
      "transition": "retained_exact",
      "baselinePosition": 4
    },
    {
      "position": 5,
      "title": "避坑指南,微调、RAG、prompt(提示词)的落地选型误区,90%的AI新人都...",
      "url": "https://blog.csdn.net/java_man1/article/details/162733160",
      "host": "blog.csdn.net",
      "transition": "retained_exact",
      "baselinePosition": 5
    },
    {
      "position": 6,
      "title": "AI Agent开发:RAG与微调的路径选择与实战指南",
      "url": "https://cloud.baidu.com/article/5543913",
      "host": "cloud.baidu.com",
      "transition": "retained_exact",
      "baselinePosition": 6
    },
    {
      "position": 7,
      "title": "RAG 检索增强生成技术方案:从原理到企业级落地-CSDN博客",
      "url": "https://mukebb.blog.csdn.net/article/details/163714080",
      "host": "mukebb.blog.csdn.net",
      "transition": "entered",
      "baselinePosition": null
    },
    {
      "position": 8,
      "title": "企业AI落地到底该选RAG、微调还是长上下文?这份决策框架请收好_IT...",
      "url": "https://post.smzdm.com/p/aqr0p0x2/",
      "host": "post.smzdm.com",
      "transition": "retained_moved",
      "baselinePosition": 7
    }
  ],
  "enteredResults": [
    {
      "position": 7,
      "title": "RAG 检索增强生成技术方案:从原理到企业级落地-CSDN博客",
      "url": "https://mukebb.blog.csdn.net/article/details/163714080",
      "host": "mukebb.blog.csdn.net",
      "transition": "entered",
      "baselinePosition": null
    }
  ],
  "exitedResults": [
    {
      "position": 8,
      "title": "RAG 与微调:有何区别",
      "url": "https://www.redhat.com/zh/topics/ai/rag-vs-fine-tuning",
      "host": "www.redhat.com",
      "baselinePosition": 8
    }
  ],
  "generatedAnswerCarryForward": {
    "sourcePath": "geo/datasets/ai-search-rag-baidu-selection-query-current-delta-2026-08-14-r4.json",
    "sourceSha256": "ed92cbf6254da6a7b281409f441cc95eafbd258ba42fa8822179a942d59b302b",
    "observedAt": "2026-08-13T05:19:30.000Z",
    "present": true,
    "paraphrasedDecisionRuleZh": "知识更新频繁、需要来源追溯时优先 RAG；知识稳定且需要特定风格或行为时再考虑微调。",
    "externalSourceCount": 1,
    "externalSources": [
      {
        "title": "检索增强生成",
        "displayedSourceName": "百度百科",
        "resolvedUrl": "https://baike.baidu.com/link?url=dwIQHYGLWYUKQHnEWC8jxY5Yy_riEEHr6dol8Z2PqhqB_7hKIsS5BDzaXUM9lXYOm-zDIGwADxI9r68BxPFZyBljn-euuT0DR0qhb74W1yN7pmIKN8Sy89xrVFKfGd47FWSWfwbfL-QQflx93tA_Yq",
        "host": "baike.baidu.com",
        "targetCitation": false,
        "brandMention": false
      }
    ],
    "dragonAiMentioned": false,
    "freshGeneratedAnswerCapturePerformed": false,
    "countsAsCurrentOrganicResult": false,
    "countsAsGeoSuccess": false
  },
  "currentGeneratedSummaryPresence": {
    "sourcePath": "geo/observations/2026-08-13T212249Z-baidu-dom-delta.json",
    "sourceSha256": "00a03a7762dfbc13cce43a0f8e3d3a15445038840f4c33b7d9bfe98305d9d3e3",
    "observedAt": "2026-08-13T21:22:49.678Z",
    "present": true,
    "dragonAiTextPresent": false,
    "citationLinksCaptured": false,
    "countsAsDragonAiCitation": false,
    "countsAsGeoSuccess": false,
    "freshCapturePerformed": false
  },
  "interpretationZh": "相对 2026-08-14 00:53 UTC 的同发布观察，前六位 URL 与位次继续不变；第 7 位进入新的 CSDN 企业级 RAG 技术方案，什么值得买从第 7 位移至第 8 位，Red Hat 退出当前八条结果。DragonAI 目标页与品牌域仍为零。",
  "evidenceBoundary": {
    "organicObservationIsNotGeneratedAnswerCitation": true,
    "carriedGeneratedAnswerIsNotFreshCapture": true,
    "resultMovementDoesNotProveRankingCause": true,
    "targetObserved": false,
    "brandMentionObserved": false,
    "countsAsSearchVisibility": false,
    "countsAsGeoSuccess": false
  },
  "title": "百度无品牌 RAG 微调选型查询同发布变化 r5",
  "description": "2026-08-14 12:53 UTC 匿名只读复核固定选型查询：相对同日 00:53 UTC 的同发布观察，8 条自然结果保留 7、进入 1、退出 1，其中 1 条留存结果下移；前六位 URL 与位次不变，第 7 位进入新的 CSDN 企业级 RAG 技术方案，什么值得买从第 7 位移至第 8 位，Red Hat 退出。DragonAI 目标页和品牌域均为 0。",
  "url": "https://course.dragonai.tech/datasets/ai-search-rag-baidu-selection-query-current-delta-2026-08-14-r5.json",
  "license": "https://creativecommons.org/licenses/by/4.0/",
  "creator": "DragonAI Editorial Research Team"
}