ES x ADP 打通: 成为 ADP 知识库存储企业级首选

{"type":"doc","content":[{"type":"paragraph","attrs":{"id":"efbf5ad0-e6c7-4ee8-9e19-4ef738d63648","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"rgb(59, 59, 59)","background":""}}],"text":"AI Native 数据平台 · 计算智能系列"}]},{"type":"horizontalRule","attrs":{"id":"64d378ad-94ca-4f51-8e94-3bd5dc890941","isHoverDragHandle":false}},{"type":"paragraph","attrs":{"id":"fd101631-d14a-49b6-a09e-c09313fa1524","textAlign":"justify","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"rgb(51, 51, 51)","background":""}}],"text":"腾讯云 ADP 智能体平台新增腾讯云 ES 独享集群存储选项，用户可在创建知识库时选择独享的 ES 集群作为底层存储和检索引擎。"}]},{"type":"heading","attrs":{"id":"f761356b-6685-4f69-898c-30d2af346342","textAlign":"inherit","indent":0,"level":1,"isHoverDragHandle":false},"content":[{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"rgb(26, 26, 26)","background":""}}],"text":"背景与动机"}]},{"type":"paragraph","attrs":{"id":"5faec171-fbdf-4a43-91ac-c4056fc5be37","textAlign":"justify","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"rgb(51, 51, 51)","background":""}}],"text":"RAG（检索增强生成）正在成为企业知识库的标配架构，但在实际落地中，我们发现一个反复出现的矛盾："},{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"rgb(51, 51, 51)","background":""}},{"type":"bold"}],"text":"企业想要 RAG 的智能，但又要确保对数据的掌控。"}]},{"type":"paragraph","attrs":{"id":"18ab8a62-d95d-44e5-be23-5e6e952580a4","textAlign":"justify","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"rgb(51, 51, 51)","background":""}}],"text":"过去，考虑到用户的使用体验，ADP 知识库的底层存储对用户来说相对黑盒，数据存在哪、跟谁共享、性能受不受其他租户影响、出问题能不能自己排查，这些问题在 POC 阶段可能可以忽略，但一旦进入生产环境，就变得越来越重要，不同的企业对此有不同的要求。"}]},{"type":"paragraph","attrs":{"id":"1ed54803-576b-4964-b294-8288d088c9d1","textAlign":"justify","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"rgb(51, 51, 51)","background":""}}],"text":"现在，我们的新能力上线，创建知识库时，可以直接选择一个腾讯云 ES 独享集群作为底层存储和检索引擎。"}]},{"type":"paragraph","attrs":{"id":"4834c1ff-2fa6-421f-9bf6-09593b59e8db","textAlign":"justify","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"rgb(51, 51, 51)","background":""}}],"text":"也就是说，ADP 做上层的产品化交互，腾讯云 ES 做底层的存储与检索，两者通过 VPC 内网 API 连接，各司其职。"}]},{"type":"paragraph","attrs":{"id":"aa575daa-0cd0-4cf2-ad0b-ec64f6779b1c","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false}},{"type":"heading","attrs":{"id":"83d3f616-9a9b-416f-bc40-2234dd73f5db","textAlign":"inherit","indent":0,"level":1,"isHoverDragHandle":false},"content":[{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"rgb(26, 26, 26)","background":""}}],"text":"整体架构"}]},{"type":"paragraph","attrs":{"id":"389bfe61-ed71-41bb-a881-54cafd2b53d6","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"rgb(51, 51, 51)","background":""}}],"text":"应用层与存储层解耦，企业既能享受 ADP 的产品化体验，又能保留对底层数据的完全控制。"}]},{"type":"image","attrs":{"id":"6ec91b77-2891-4b9e-bee8-0fd4a01524ff","src":"https://developer.qcloudimg.com/http-save/audit-1077144/eaaa27a97e6899222fd9b348ab449ad1.png","extension":"png","align":"center","alt":"","showAlt":false,"href":"","boxShadow":"","width":1100,"aspectRatio":"1.443548","status":"success","showText":true,"isPercentage":false,"percentage":0,"isHoverDragHandle":false}},{"type":"paragraph","attrs":{"id":"e2e53fca-8c86-4d9d-9f9d-d06399caf028","textAlign":"justify","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"rgb(51, 51, 51)","background":""}}],"text":"核心设计原则："}]},{"type":"bulletList","attrs":{"id":"5acfa387-b840-4b5f-82c2-77233788b3b6","isHoverDragHandle":false},"content":[{"type":"listItem","attrs":{"id":"5fcabffa-c32b-4455-819d-bf7d56a45e5e"},"content":[{"type":"paragraph","attrs":{"id":"e8eb54d2-3951-4757-a05a-23a70447a614","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"rgb(51, 51, 51)","background":""}}],"text":"ADP 负责用，让业务人员能用起来"}]}]},{"type":"listItem","attrs":{"id":"1ac2c748-d3ae-4a01-b65d-e1c8fdb5899e"},"content":[{"type":"paragraph","attrs":{"id":"60053bd2-b508-4ade-b840-35d3c007547f","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"rgb(51, 51, 51)","background":""}}],"text":"ES 负责存和搜，让数据安全、检索高效"}]}]},{"type":"listItem","attrs":{"id":"fedde805-90d8-499d-be1e-47c5d33b23c2"},"content":[{"type":"paragraph","attrs":{"id":"13bd8618-7776-464a-b9ce-2ad3dfac1a2d","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"rgb(51, 51, 51)","background":""}}],"text":"两者通过 VPC 内网通信，延迟低、安全性高"}]},{"type":"paragraph","attrs":{"id":"44f41cd9-8371-4a2b-8119-7a95895f4b1d","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false}}]}]},{"type":"heading","attrs":{"id":"15bd6e9f-ceca-46a6-bcf8-b953e1e3b6d7","textAlign":"inherit","indent":0,"level":1,"isHoverDragHandle":false},"content":[{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"rgb(26, 26, 26)","background":""}}],"text":"腾讯云 ES 独享集群的核心价值"}]},{"type":"paragraph","attrs":{"id":"feb73fa5-e1aa-4d11-9d79-de9016086d31","textAlign":"justify","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"rgb(51, 51, 51)","background":""}}],"text":"选择 ES 独享集群后，你获得的不只是换了个存储，而是一整套企业级基础设施保障。"}]},{"type":"paragraph","attrs":{"id":"4fd36927-cae9-4e85-b883-12da8197dc22","textAlign":"justify","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"rgb(51, 51, 51)","background":""}}],"text":"以一个实际场景来说明差异，假设你的企业有一个内部知识库，文档量 50 万 ，日均查询数千次。"}]},{"type":"paragraph","attrs":{"id":"6c36d194-bc5b-4c4d-b547-a8494398f0b6","textAlign":"justify","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"rgb(51, 51, 51)","background":""}}],"text":"这个时候你有两个选择："}]},{"type":"bulletList","attrs":{"id":"46190ca8-add5-491c-9481-306303fe5652","isHoverDragHandle":false},"content":[{"type":"listItem","attrs":{"id":"651a3778-da55-42f8-b23c-7c6e9f90c8fd"},"content":[{"type":"paragraph","attrs":{"id":"44ea9433-9c65-400f-8f98-97d5522f29a1","textAlign":"justify","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"rgb(51, 51, 51)","background":""}},{"type":"bold"}],"text":"共享存储模式："},{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"rgb(51, 51, 51)","background":""}}],"text":"是一个 SaaS 服务，不用关注底层资源，不用自主干预，只需要关注业务上的问题即可。"}]}]},{"type":"listItem","attrs":{"id":"40f4c9df-6fa2-4ad2-aaf4-a444f9ffedbe"},"content":[{"type":"paragraph","attrs":{"id":"7b3b9f18-e4f1-4f6e-84fe-1e4d74a953d2","textAlign":"justify","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"rgb(51, 51, 51)","background":""}},{"type":"bold"}],"text":"ES 独享集群模式："},{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"rgb(51, 51, 51)","background":""}}],"text":"好处也很明显，如果有一天业务反馈知识库响应变慢，不再需要提工单等待平台排查结果的反馈，用户可以自己打开 ES 控制台查看集群健康状态、节点 CPU 和内存水位、查询延迟分布、慢查询日志等等，这个时候发现了容量不足就加节点，热点索引就调分片策略。"}]},{"type":"paragraph","attrs":{"id":"8221b1fd-f20a-4922-b809-e4e8a63e5de1","textAlign":"justify","indent":0,"color":null,"background":null,"isHoverDragHandle":false}}]}]},{"type":"paragraph","attrs":{"id":"5091ce64-a76d-4092-98dd-699d726a2aed","textAlign":"justify","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"rgb(51, 51, 51)","background":""}}],"text":"这是独享 ES 集群带来的根本变化，从被动等待到主动管控。"}]},{"type":"table","attrs":{"id":"69596ef3-4196-4801-81ed-df35cb42acd3","isHoverDragHandle":false},"content":[{"type":"tableRow","content":[{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":null,"background":null,"color":null,"textAlign":null,"style":"width: 114px; background: rgb(41, 114, 244); vertical-align: middle; padding: 0px 7.2px; border-color: rgb(203, 205, 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SLA"}]}]}]},{"type":"tableRow","content":[{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":null,"background":null,"color":null,"textAlign":null,"style":"width: 114px; vertical-align: middle; padding: 0px 7.2px; border-color: rgb(203, 205, 209);"},"content":[{"type":"paragraph","attrs":{"id":"73646b87-bda5-4edb-9818-dd6ef34921cc","textAlign":"justify","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"","background":""}}],"text":"运维自主"}]}]},{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":null,"background":null,"color":null,"textAlign":null,"style":"width: 481px; vertical-align: middle; padding: 0px 7.2px; border-color: rgb(203, 205, 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vertical-align: middle; padding: 0px 7.2px; border-color: rgb(203, 205, 209);"},"content":[{"type":"paragraph","attrs":{"id":"b3681009-246a-41a8-a33a-6eced92fee6e","textAlign":"justify","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"","background":""}}],"text":"存储在用户名下的集群中，归属明确无歧义"}]}]}]}]},{"type":"paragraph","attrs":{"id":"8986e985-891a-49c9-a978-028e69b28ae7","textAlign":"justify","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"rgb(51, 51, 51)","background":""}}],"text":"如果你是 ES 的老用户，研发能力强、对技术细节以及效果上线有较大的要求，自行基于 ES 构建 RAG 应用当然没有问题。"}]},{"type":"paragraph","attrs":{"id":"d6157f2f-3ccd-47d7-b7a4-5714903de8e9","textAlign":"justify","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"rgb(51, 51, 51)","background":""}}],"text":"现在，你有了另一种选择，ADP 把 RAG 全链路产品化了，省去了大量工程开发，显著降低了落地门槛，使非技术人员也能完成从文档导入到应用发布的完整流程。"},{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"rgb(51, 51, 51)","background":""}},{"type":"bold"}],"text":"ES 是引擎，ADP 是驾驶舱"},{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"rgb(51, 51, 51)","background":""}}],"text":"。"}]},{"type":"paragraph","attrs":{"id":"3b65cc0d-a830-4e4e-82bc-aa8297e52407","textAlign":"justify","indent":0,"color":null,"background":null,"isHoverDragHandle":false}},{"type":"heading","attrs":{"id":"2f20dd0f-adc2-4d48-b30a-8a49f53505a8","textAlign":"inherit","indent":0,"level":1,"isHoverDragHandle":false},"content":[{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"rgb(26, 26, 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vertical-align: middle; padding: 0px 7.2px; border-color: rgb(203, 205, 209);"},"content":[{"type":"paragraph","attrs":{"id":"969c61f4-9282-4abd-bb44-1b0d1ccc4ecb","textAlign":"justify","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"","background":""}}],"text":"无缝复用现有集群，叠加 ADP 的产品化能力"}]}]}]}]},{"type":"paragraph","attrs":{"id":"b036f3d1-2da2-4185-aa0a-5e58a553f9ff","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false}},{"type":"heading","attrs":{"id":"d0c46a69-24be-41e9-9260-080ad171c7bc","textAlign":"inherit","indent":0,"level":1,"isHoverDragHandle":false},"content":[{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"rgb(26, 26, 26)","background":""}}],"text":"快速上手u0005"}]},{"type":"paragraph","attrs":{"id":"c67306e2-643a-4642-baf1-568e673fa207","textAlign":"justify","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"rgb(51, 51, 51)","background":""}},{"type":"bold"}],"text":"第一步：创建或选择 ES 独享集群"}]},{"type":"paragraph","attrs":{"id":"9defd4c9-94e5-44de-8ed1-7dc257fa0da4","textAlign":"justify","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"rgb(51, 51, 51)","background":""}}],"text":"在腾讯云 ES 控制台创建集群，限标准版的白金版或 AI 搜索增强版，内核 8.1.6 ，或选择已有的独享集群。"}]},{"type":"paragraph","attrs":{"id":"8b46e81c-2390-4326-b576-2ca419ffff5e","textAlign":"justify","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"rgb(51, 51, 51)","background":""}}],"text":"操作指导文档："},{"type":"text","marks":[{"type":"link","attrs":{"href":"https://cloud.tencent.com/document/product/845/19536","target":"_blank","rel":"noopener noreferrer nofollow","class":null}},{"type":"textStyle","attrs":{"color":"rgb(30, 111, 255)","background":""}}],"text":"Elasticsearch Service 创建集群_腾讯云"}]},{"type":"paragraph","attrs":{"id":"73561c84-b8b7-463a-9f57-522a4388df31","textAlign":"justify","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"rgb(51, 51, 51)","background":""}},{"type":"bold"}],"text":"第二步：在 ADP 创建知识库时关联 ES 集群"}]},{"type":"paragraph","attrs":{"id":"e4456c1c-2dc0-453a-8712-79c29ab5824d","textAlign":"justify","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"rgb(51, 51, 51)","background":""}}],"text":"创建知识库时，存储方式选择「腾讯云 Elasticsearch Service」，填入集群连接信息即可。"}]},{"type":"image","attrs":{"id":"97f29ec8-7c37-4478-8360-9ded4dbb7dda","src":"https://developer.qcloudimg.com/http-save/audit-1077144/de1efce4163fad1ab81c3cb8baf380a1.png","extension":"png","align":"center","alt":"","showAlt":false,"href":"","boxShadow":"","width":1100,"aspectRatio":"2.002086","status":"success","showText":true,"isPercentage":false,"percentage":0,"isHoverDragHandle":false}},{"type":"paragraph","attrs":{"id":"c0b77984-20bb-4eb7-8e3f-a38342997a09","textAlign":"justify","indent":0,"color":null,"background":null,"isHoverDragHandle":false}},{"type":"heading","attrs":{"id":"7c38728e-9f69-45b5-ac76-eba2937ff4c3","textAlign":"inherit","indent":0,"level":1,"isHoverDragHandle":false},"content":[{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"rgb(26, 26, 26)","background":""}}],"text":"总结与展望"}]},{"type":"paragraph","attrs":{"id":"5979a9ce-f738-4571-9fbf-c128cb8ad8af","textAlign":"justify","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"rgb(51, 51, 51)","background":""}}],"text":"ADP ES 独享集群的组合，解决的是企业落地 RAG 时的两个核心关切："},{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"rgb(51, 51, 51)","background":""}},{"type":"bold"}],"text":"检索质量和数据可控性"},{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"rgb(51, 51, 51)","background":""}}],"text":"。"}]},{"type":"paragraph","attrs":{"id":"08aa202e-1be4-4b6b-b8ad-94dc3635d9e5","textAlign":"justify","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"rgb(51, 51, 51)","background":""}}],"text":"ES 作为经过二十余年社区验证的搜索引擎，在存储检索层面提供了成熟的技术保障；ADP 则将 RAG 全链路封装为开箱即用的产品能力。两者结合，让企业既能快速构建知识库应用，又不必在数据管控和性能保障上妥协。"}]},{"type":"paragraph","attrs":{"id":"08b61d77-edf1-4fbd-b8e6-295c95ac4339","textAlign":"justify","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"rgb(51, 51, 51)","background":""}}],"text":"后续，我们将在此基础上持续优化，进一步开放检索策略配置、索引参数自定义等高级能力，让用户更充分地发挥腾讯云 ES 独享集群的技术潜力。"}]},{"type":"paragraph","attrs":{"id":"b71ef4c9-6c66-4966-bfb1-b6a10c228431","textAlign":"justify","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"rgb(51, 51, 51)","background":""}}],"text":"腾讯云大数据，助力企业构建 AI Native 数据底座。"}]}]}","createTime":1782897764,"ext":{"closeTextLink":0,"comment_ban":0,"description":"","focusRead":0},"favNum":0,"html":"","isOriginal":0,"likeNum":0,