[{"data":1,"prerenderedAt":1018},["ShallowReactive",2],{"docs-page-cn-\u002Fcn\u002Fopenclaw\u002Fexamples\u002Fknowledge_base":3,"surround-cn-\u002Fcn\u002Fopenclaw\u002Fexamples\u002Fknowledge_base":1003},{"id":4,"title":5,"avatar":6,"banner":6,"body":7,"category":6,"desc":996,"description":131,"extension":997,"links":6,"meta":998,"navigation":6,"path":999,"seo":1000,"stem":1001,"__hash__":1002},"docs\u002Fcn\u002Fopenclaw\u002Fexamples\u002Fknowledge_base.md","知识库使用",null,{"type":8,"value":9,"toc":986},"minimark",[10,14,18,21,26,37,40,67,76,78,82,85,115,125,342,345,364,366,370,377,409,417,420,437,454,456,460,467,830,833,851,854,856,860,863,871,874,899,901,904,912,982],[11,12,13],"h2",{"id":13},"云插件",[15,16,17],"p",{},"MemOS OpenClaw 云插件可以在每轮任务开始前，基于当前问题同时召回个人记忆和指定知识库内容。适合把产品文档、公司制度、项目资料、代码规范等长期资料接入 OpenClaw，让 Agent 在执行任务时自动参考这些资料。",[19,20],"br",{},[22,23,25],"h3",{"id":24},"_1-创建知识库并获取-id","1. 创建知识库并获取 ID",[15,27,28,29,36],{},"知识库需要先在 ",[30,31,35],"a",{"href":32,"rel":33},"https:\u002F\u002Fmemos-dashboard.openmem.net",[34],"nofollow","MemOS Cloud Dashboard"," 中创建。",[15,38,39],{},"操作步骤：",[41,42,43,51,54,57,60],"ol",{},[44,45,46,47,50],"li",{},"登录 ",[30,48,35],{"href":32,"rel":49},[34],"。",[44,52,53],{},"进入知识库管理页面，创建新的知识库。",[44,55,56],{},"上传需要被 Agent 检索的文档或 Skill 文件。",[44,58,59],{},"等待文件处理完成。",[44,61,62,63,50],{},"在知识库详情页复制知识库 ID，例如 ",[64,65,66],"code",{},"kb-company-handbook",[68,69,70],"warning",{},[15,71,72,73,75],{},"请使用控制台中复制到的真实知识库 ID 替换下面示例里的 ",[64,74,66],{},"。知识库名称只是展示名，插件配置需要填写知识库 ID。",[19,77],{},[22,79,81],{"id":80},"_2-配置全局知识库","2. 配置全局知识库",[15,83,84],{},"知识库相关配置分为两个方向：",[86,87,88,102],"ul",{},[44,89,90,93,94,97,98,101],{},[64,91,92],{},"knowledgebaseIds"," \u002F ",[64,95,96],{},"MEMOS_KNOWLEDGEBASE_IDS","：负责查询知识库，插件在 ",[64,99,100],{},"\u002Fsearch\u002Fmemory"," 阶段从这些知识库中召回内容。",[44,103,104,93,107,110,111,114],{},[64,105,106],{},"allowKnowledgebaseIds",[64,108,109],{},"MEMOS_ALLOW_KNOWLEDGEBASE_IDS","：负责写入知识库，插件在 ",[64,112,113],{},"\u002Fadd\u002Fmessage"," 阶段允许把新增记忆写入这些知识库。",[15,116,117,118,121,122,124],{},"如果希望所有 OpenClaw 会话都可以检索同一个知识库，可以在 ",[64,119,120],{},"~\u002F.openclaw\u002Fopenclaw.json"," 中配置 ",[64,123,92],{},"：",[126,127,132],"pre",{"className":128,"code":129,"language":130,"meta":131,"style":131},"language-json shiki shiki-themes material-theme-lighter github-light-high-contrast github-dark-default","{\n  \"plugins\": {\n    \"entries\": {\n      \"memos-cloud-openclaw-plugin\": {\n        \"enabled\": true,\n        \"config\": {\n          \"apiKey\": \"YOUR_MEMOS_API_KEY\",\n          \"knowledgebaseIds\": [\"kb-company-handbook\"],\n          \"memoryLimitNumber\": 6,\n          \"relativity\": 0.45\n        }\n      }\n    }\n  }\n}\n","json","",[64,133,134,143,163,179,195,216,230,256,279,297,312,318,324,330,336],{"__ignoreMap":131},[135,136,139],"span",{"class":137,"line":138},"line",1,[135,140,142],{"class":141},"suWxN","{\n",[135,144,146,150,154,157,160],{"class":137,"line":145},2,[135,147,149],{"class":148},"sfJrv","  \"",[135,151,153],{"class":152},"skH7o","plugins",[135,155,156],{"class":148},"\"",[135,158,159],{"class":141},":",[135,161,162],{"class":141}," {\n",[135,164,166,169,173,175,177],{"class":137,"line":165},3,[135,167,168],{"class":148},"    \"",[135,170,172],{"class":171},"smon8","entries",[135,174,156],{"class":148},[135,176,159],{"class":141},[135,178,162],{"class":141},[135,180,182,185,189,191,193],{"class":137,"line":181},4,[135,183,184],{"class":148},"      \"",[135,186,188],{"class":187},"s_fzf","memos-cloud-openclaw-plugin",[135,190,156],{"class":148},[135,192,159],{"class":141},[135,194,162],{"class":141},[135,196,198,201,205,207,209,213],{"class":137,"line":197},5,[135,199,200],{"class":148},"        \"",[135,202,204],{"class":203},"sw4Oa","enabled",[135,206,156],{"class":148},[135,208,159],{"class":141},[135,210,212],{"class":211},"smHB8"," true",[135,214,215],{"class":141},",\n",[135,217,219,221,224,226,228],{"class":137,"line":218},6,[135,220,200],{"class":148},[135,222,223],{"class":203},"config",[135,225,156],{"class":148},[135,227,159],{"class":141},[135,229,162],{"class":141},[135,231,233,236,240,242,244,248,252,254],{"class":137,"line":232},7,[135,234,235],{"class":148},"          \"",[135,237,239],{"class":238},"sleiK","apiKey",[135,241,156],{"class":148},[135,243,159],{"class":141},[135,245,247],{"class":246},"sjUum"," \"",[135,249,251],{"class":250},"sp1uZ","YOUR_MEMOS_API_KEY",[135,253,156],{"class":246},[135,255,215],{"class":141},[135,257,259,261,263,265,267,270,272,274,276],{"class":137,"line":258},8,[135,260,235],{"class":148},[135,262,92],{"class":238},[135,264,156],{"class":148},[135,266,159],{"class":141},[135,268,269],{"class":141}," [",[135,271,156],{"class":246},[135,273,66],{"class":250},[135,275,156],{"class":246},[135,277,278],{"class":141},"],\n",[135,280,282,284,287,289,291,295],{"class":137,"line":281},9,[135,283,235],{"class":148},[135,285,286],{"class":238},"memoryLimitNumber",[135,288,156],{"class":148},[135,290,159],{"class":141},[135,292,294],{"class":293},"sJNII"," 6",[135,296,215],{"class":141},[135,298,300,302,305,307,309],{"class":137,"line":299},10,[135,301,235],{"class":148},[135,303,304],{"class":238},"relativity",[135,306,156],{"class":148},[135,308,159],{"class":141},[135,310,311],{"class":293}," 0.45\n",[135,313,315],{"class":137,"line":314},11,[135,316,317],{"class":141},"        }\n",[135,319,321],{"class":137,"line":320},12,[135,322,323],{"class":141},"      }\n",[135,325,327],{"class":137,"line":326},13,[135,328,329],{"class":141},"    }\n",[135,331,333],{"class":137,"line":332},14,[135,334,335],{"class":141},"  }\n",[135,337,339],{"class":137,"line":338},15,[135,340,341],{"class":141},"}\n",[15,343,344],{},"配置完成后重启 OpenClaw gateway：",[126,346,350],{"className":347,"code":348,"language":349,"meta":131,"style":131},"language-bash shiki shiki-themes material-theme-lighter github-light-high-contrast github-dark-default","openclaw gateway restart\n","bash",[64,351,352],{"__ignoreMap":131},[135,353,354,358,361],{"class":137,"line":138},[135,355,357],{"class":356},"saonL","openclaw",[135,359,360],{"class":250}," gateway",[135,362,363],{"class":250}," restart\n",[19,365],{},[22,367,369],{"id":368},"_3-使用环境变量配置","3. 使用环境变量配置",[15,371,372,373,376],{},"也可以在 ",[64,374,375],{},"~\u002F.openclaw\u002F.env"," 中配置知识库 ID：",[126,378,380],{"className":347,"code":379,"language":349,"meta":131,"style":131},"MEMOS_API_KEY=YOUR_MEMOS_API_KEY\nMEMOS_KNOWLEDGEBASE_IDS=\"kb-company-handbook,kb-product-docs\"\n",[64,381,382,395],{"__ignoreMap":131},[135,383,384,388,392],{"class":137,"line":138},[135,385,387],{"class":386},"s5ojA","MEMOS_API_KEY",[135,389,391],{"class":390},"saN0X","=",[135,393,394],{"class":250},"YOUR_MEMOS_API_KEY\n",[135,396,397,399,401,403,406],{"class":137,"line":145},[135,398,96],{"class":386},[135,400,391],{"class":390},[135,402,156],{"class":246},[135,404,405],{"class":250},"kb-company-handbook,kb-product-docs",[135,407,408],{"class":246},"\"\n",[15,410,411,413,414,416],{},[64,412,96],{}," 对应检索阶段的知识库范围，也就是插件调用 ",[64,415,100],{}," 时会读取这些知识库。",[15,418,419],{},"如果需要把对话新增记忆写入知识库，需要额外配置写入参数：",[126,421,423],{"className":347,"code":422,"language":349,"meta":131,"style":131},"MEMOS_ALLOW_KNOWLEDGEBASE_IDS=\"kb-company-handbook\"\n",[64,424,425],{"__ignoreMap":131},[135,426,427,429,431,433,435],{"class":137,"line":138},[135,428,109],{"class":386},[135,430,391],{"class":390},[135,432,156],{"class":246},[135,434,66],{"class":250},[135,436,408],{"class":246},[68,438,439,446],{},[15,440,441,442,445],{},"知识库写入会让 Agent 产生的信息进入对应知识库，但知识库内容本身不会按 ",[64,443,444],{},"agent_id"," 做隔离过滤。也就是说，一旦多个 Agent 都配置读取同一个知识库，写入该知识库的信息就可能被这些 Agent 共同召回，从而削弱多 Agent 记忆隔离效果。",[15,447,448,449,451,452,50],{},"如果你希望严格保持 Agent 隔离，建议不要把对话记忆写入共享知识库；只有在明确希望沉淀为团队共享知识时，再配置 ",[64,450,106],{}," 或 ",[64,453,109],{},[19,455],{},[22,457,459],{"id":458},"_4-多-agent-分别绑定知识库","4. 多 Agent 分别绑定知识库",[15,461,462,463,466],{},"当不同 Agent 负责不同任务时，建议开启多 Agent 模式，并通过 ",[64,464,465],{},"agentOverrides"," 为每个 Agent 配置自己的知识库：",[126,468,470],{"className":128,"code":469,"language":130,"meta":131,"style":131},"{\n  \"plugins\": {\n    \"entries\": {\n      \"memos-cloud-openclaw-plugin\": {\n        \"enabled\": true,\n        \"config\": {\n          \"multiAgentMode\": true,\n          \"allowedAgents\": [\"research-agent\", \"coding-agent\"],\n          \"memoryLimitNumber\": 6,\n          \"relativity\": 0.45,\n          \"agentOverrides\": {\n            \"research-agent\": {\n              \"knowledgebaseIds\": [\"kb-research-papers\"],\n              \"memoryLimitNumber\": 12,\n              \"queryPrefix\": \"research context: \"\n            },\n            \"coding-agent\": {\n              \"knowledgebaseIds\": [\"kb-codebase\", \"kb-api-docs\"],\n              \"memoryLimitNumber\": 9,\n              \"includeToolMemory\": true,\n              \"addEnabled\": false\n            }\n          }\n        }\n      }\n    }\n  }\n}\n",[64,471,472,476,488,500,512,526,538,553,585,599,614,626,640,663,678,696,702,715,746,762,778,793,799,805,810,815,820,825],{"__ignoreMap":131},[135,473,474],{"class":137,"line":138},[135,475,142],{"class":141},[135,477,478,480,482,484,486],{"class":137,"line":145},[135,479,149],{"class":148},[135,481,153],{"class":152},[135,483,156],{"class":148},[135,485,159],{"class":141},[135,487,162],{"class":141},[135,489,490,492,494,496,498],{"class":137,"line":165},[135,491,168],{"class":148},[135,493,172],{"class":171},[135,495,156],{"class":148},[135,497,159],{"class":141},[135,499,162],{"class":141},[135,501,502,504,506,508,510],{"class":137,"line":181},[135,503,184],{"class":148},[135,505,188],{"class":187},[135,507,156],{"class":148},[135,509,159],{"class":141},[135,511,162],{"class":141},[135,513,514,516,518,520,522,524],{"class":137,"line":197},[135,515,200],{"class":148},[135,517,204],{"class":203},[135,519,156],{"class":148},[135,521,159],{"class":141},[135,523,212],{"class":211},[135,525,215],{"class":141},[135,527,528,530,532,534,536],{"class":137,"line":218},[135,529,200],{"class":148},[135,531,223],{"class":203},[135,533,156],{"class":148},[135,535,159],{"class":141},[135,537,162],{"class":141},[135,539,540,542,545,547,549,551],{"class":137,"line":232},[135,541,235],{"class":148},[135,543,544],{"class":238},"multiAgentMode",[135,546,156],{"class":148},[135,548,159],{"class":141},[135,550,212],{"class":211},[135,552,215],{"class":141},[135,554,555,557,560,562,564,566,568,571,573,576,578,581,583],{"class":137,"line":258},[135,556,235],{"class":148},[135,558,559],{"class":238},"allowedAgents",[135,561,156],{"class":148},[135,563,159],{"class":141},[135,565,269],{"class":141},[135,567,156],{"class":246},[135,569,570],{"class":250},"research-agent",[135,572,156],{"class":246},[135,574,575],{"class":141},",",[135,577,247],{"class":246},[135,579,580],{"class":250},"coding-agent",[135,582,156],{"class":246},[135,584,278],{"class":141},[135,586,587,589,591,593,595,597],{"class":137,"line":281},[135,588,235],{"class":148},[135,590,286],{"class":238},[135,592,156],{"class":148},[135,594,159],{"class":141},[135,596,294],{"class":293},[135,598,215],{"class":141},[135,600,601,603,605,607,609,612],{"class":137,"line":299},[135,602,235],{"class":148},[135,604,304],{"class":238},[135,606,156],{"class":148},[135,608,159],{"class":141},[135,610,611],{"class":293}," 0.45",[135,613,215],{"class":141},[135,615,616,618,620,622,624],{"class":137,"line":314},[135,617,235],{"class":148},[135,619,465],{"class":238},[135,621,156],{"class":148},[135,623,159],{"class":141},[135,625,162],{"class":141},[135,627,628,631,634,636,638],{"class":137,"line":320},[135,629,630],{"class":148},"            \"",[135,632,570],{"class":633},"stPcb",[135,635,156],{"class":148},[135,637,159],{"class":141},[135,639,162],{"class":141},[135,641,642,645,648,650,652,654,656,659,661],{"class":137,"line":326},[135,643,644],{"class":148},"              \"",[135,646,92],{"class":647},"slCso",[135,649,156],{"class":148},[135,651,159],{"class":141},[135,653,269],{"class":141},[135,655,156],{"class":246},[135,657,658],{"class":250},"kb-research-papers",[135,660,156],{"class":246},[135,662,278],{"class":141},[135,664,665,667,669,671,673,676],{"class":137,"line":332},[135,666,644],{"class":148},[135,668,286],{"class":647},[135,670,156],{"class":148},[135,672,159],{"class":141},[135,674,675],{"class":293}," 12",[135,677,215],{"class":141},[135,679,680,682,685,687,689,691,694],{"class":137,"line":338},[135,681,644],{"class":148},[135,683,684],{"class":647},"queryPrefix",[135,686,156],{"class":148},[135,688,159],{"class":141},[135,690,247],{"class":246},[135,692,693],{"class":250},"research context: ",[135,695,408],{"class":246},[135,697,699],{"class":137,"line":698},16,[135,700,701],{"class":141},"            },\n",[135,703,705,707,709,711,713],{"class":137,"line":704},17,[135,706,630],{"class":148},[135,708,580],{"class":633},[135,710,156],{"class":148},[135,712,159],{"class":141},[135,714,162],{"class":141},[135,716,718,720,722,724,726,728,730,733,735,737,739,742,744],{"class":137,"line":717},18,[135,719,644],{"class":148},[135,721,92],{"class":647},[135,723,156],{"class":148},[135,725,159],{"class":141},[135,727,269],{"class":141},[135,729,156],{"class":246},[135,731,732],{"class":250},"kb-codebase",[135,734,156],{"class":246},[135,736,575],{"class":141},[135,738,247],{"class":246},[135,740,741],{"class":250},"kb-api-docs",[135,743,156],{"class":246},[135,745,278],{"class":141},[135,747,749,751,753,755,757,760],{"class":137,"line":748},19,[135,750,644],{"class":148},[135,752,286],{"class":647},[135,754,156],{"class":148},[135,756,159],{"class":141},[135,758,759],{"class":293}," 9",[135,761,215],{"class":141},[135,763,765,767,770,772,774,776],{"class":137,"line":764},20,[135,766,644],{"class":148},[135,768,769],{"class":647},"includeToolMemory",[135,771,156],{"class":148},[135,773,159],{"class":141},[135,775,212],{"class":211},[135,777,215],{"class":141},[135,779,781,783,786,788,790],{"class":137,"line":780},21,[135,782,644],{"class":148},[135,784,785],{"class":647},"addEnabled",[135,787,156],{"class":148},[135,789,159],{"class":141},[135,791,792],{"class":211}," false\n",[135,794,796],{"class":137,"line":795},22,[135,797,798],{"class":141},"            }\n",[135,800,802],{"class":137,"line":801},23,[135,803,804],{"class":141},"          }\n",[135,806,808],{"class":137,"line":807},24,[135,809,317],{"class":141},[135,811,813],{"class":137,"line":812},25,[135,814,323],{"class":141},[135,816,818],{"class":137,"line":817},26,[135,819,329],{"class":141},[135,821,823],{"class":137,"line":822},27,[135,824,335],{"class":141},[135,826,828],{"class":137,"line":827},28,[135,829,341],{"class":141},[15,831,832],{},"上面的配置表示：",[86,834,835,840,845],{},[44,836,837,839],{},[64,838,570],{}," 会优先检索论文 \u002F 研究资料知识库。",[44,841,842,844],{},[64,843,580],{}," 会检索代码库和 API 文档知识库，并关闭对话写入，避免把临时调试过程沉淀到长期记忆中。",[44,846,847,848,850],{},"未出现在 ",[64,849,465],{}," 中的 Agent 会继承全局配置。",[15,852,853],{},"如果在多 Agent 场景中开启知识库写入，请确保写入目标不是多个 Agent 共同读取的共享知识库，否则不同 Agent 的信息可能通过知识库互相可见。",[19,855],{},[22,857,859],{"id":858},"_5-验证知识库召回","5. 验证知识库召回",[15,861,862],{},"配置完成后，可以向 OpenClaw 提问一个只有知识库文档中才有答案的问题：",[126,864,869],{"className":865,"code":867,"language":868,"meta":131},[866],"language-text","你：根据公司报销制度，设计软件采购超过多少金额需要特殊审批？\nOpenClaw：根据知识库中的采购规则，设计软件采购超过 1000 元需要特殊审批……\n","text",[64,870,867],{"__ignoreMap":131},[15,872,873],{},"如果回答没有引用知识库内容，可以按下面顺序排查：",[86,875,876,879,887,890],{},[44,877,878],{},"确认知识库文件在 Dashboard 中已经处理完成。",[44,880,881,882,451,884,886],{},"确认 ",[64,883,92],{},[64,885,96],{}," 使用的是知识库 ID，不是知识库名称。",[44,888,889],{},"确认 OpenClaw gateway 已重启并加载了最新配置。",[44,891,892,893,895,896,898],{},"如果使用多 Agent，确认当前 Agent 在 ",[64,894,559],{}," 中，并且对应 ",[64,897,465],{}," 配置正确。",[19,900],{},[22,902,903],{"id":903},"配置参考",[15,905,906,907,124],{},"知识库相关配置请参考 ",[30,908,911],{"href":909,"rel":910},"https:\u002F\u002Fgithub.com\u002FMemTensor\u002FMemOS-Cloud-OpenClaw-Plugin",[34],"MemOS-Cloud-OpenClaw-Plugin 官方仓库",[913,914,915,928],"table",{},[916,917,918],"thead",{},[919,920,921,925],"tr",{},[922,923,924],"th",{},"配置项",[922,926,927],{},"用途",[929,930,931,943,952,963,972],"tbody",{},[919,932,933,938],{},[934,935,936],"td",{},[64,937,92],{},[934,939,940,941,50],{},"查询知识库。插件配置中的知识库检索范围，对应 ",[64,942,100],{},[919,944,945,949],{},[934,946,947],{},[64,948,96],{},[934,950,951],{},"查询知识库。环境变量形式的知识库检索范围，多个 ID 用英文逗号分隔。",[919,953,954,958],{},[934,955,956],{},[64,957,106],{},[934,959,960,961,50],{},"写入知识库。插件配置中的新增记忆允许写入知识库范围，对应 ",[64,962,113],{},[919,964,965,969],{},[934,966,967],{},[64,968,109],{},[934,970,971],{},"写入知识库。环境变量形式的新增记忆允许写入知识库范围。",[919,973,974,979],{},[934,975,976],{},[64,977,978],{},"agentOverrides.\u003CagentId>.knowledgebaseIds",[934,980,981],{},"多 Agent 场景下，为某个 Agent 单独指定知识库。",[983,984,985],"style",{},"html pre.shiki code .suWxN, html code.shiki .suWxN{--shiki-light:#39ADB5;--shiki-default:#0E1116;--shiki-dark:#E6EDF3}html pre.shiki code .sfJrv, html code.shiki .sfJrv{--shiki-light:#39ADB5;--shiki-default:#024C1A;--shiki-dark:#7EE787}html pre.shiki code .skH7o, html code.shiki .skH7o{--shiki-light:#9C3EDA;--shiki-default:#024C1A;--shiki-dark:#7EE787}html pre.shiki code .smon8, html code.shiki .smon8{--shiki-light:#E2931D;--shiki-default:#024C1A;--shiki-dark:#7EE787}html pre.shiki code .s_fzf, html code.shiki .s_fzf{--shiki-light:#F76D47;--shiki-default:#024C1A;--shiki-dark:#7EE787}html pre.shiki code .sw4Oa, html code.shiki .sw4Oa{--shiki-light:#E53935;--shiki-default:#024C1A;--shiki-dark:#7EE787}html pre.shiki code .smHB8, html code.shiki .smHB8{--shiki-light:#39ADB5;--shiki-default:#023B95;--shiki-dark:#79C0FF}html pre.shiki code .sleiK, html code.shiki .sleiK{--shiki-light:#916B53;--shiki-default:#024C1A;--shiki-dark:#7EE787}html pre.shiki code .sjUum, html code.shiki .sjUum{--shiki-light:#39ADB5;--shiki-default:#032563;--shiki-dark:#A5D6FF}html pre.shiki code .sp1uZ, html code.shiki .sp1uZ{--shiki-light:#91B859;--shiki-default:#032563;--shiki-dark:#A5D6FF}html pre.shiki code .sJNII, html code.shiki .sJNII{--shiki-light:#F76D47;--shiki-default:#023B95;--shiki-dark:#79C0FF}html .light .shiki span {color: var(--shiki-light);background: var(--shiki-light-bg);font-style: var(--shiki-light-font-style);font-weight: var(--shiki-light-font-weight);text-decoration: var(--shiki-light-text-decoration);}html.light .shiki span {color: var(--shiki-light);background: var(--shiki-light-bg);font-style: var(--shiki-light-font-style);font-weight: var(--shiki-light-font-weight);text-decoration: var(--shiki-light-text-decoration);}html .default .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html.dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html pre.shiki code .saonL, html code.shiki .saonL{--shiki-light:#E2931D;--shiki-default:#702C00;--shiki-dark:#FFA657}html pre.shiki code .s5ojA, html code.shiki .s5ojA{--shiki-light:#90A4AE;--shiki-default:#0E1116;--shiki-dark:#E6EDF3}html pre.shiki code .saN0X, html code.shiki .saN0X{--shiki-light:#39ADB5;--shiki-default:#A0111F;--shiki-dark:#FF7B72}html pre.shiki code .stPcb, html code.shiki .stPcb{--shiki-light:#6182B8;--shiki-default:#024C1A;--shiki-dark:#7EE787}html pre.shiki code .slCso, html code.shiki .slCso{--shiki-light:#FF5370;--shiki-default:#024C1A;--shiki-dark:#7EE787}",{"title":131,"searchDepth":145,"depth":145,"links":987},[988],{"id":13,"depth":145,"text":13,"children":989},[990,991,992,993,994,995],{"id":24,"depth":165,"text":25},{"id":80,"depth":165,"text":81},{"id":368,"depth":165,"text":369},{"id":458,"depth":165,"text":459},{"id":858,"depth":165,"text":859},{"id":903,"depth":165,"text":903},"在 MemOS Cloud 控制台创建知识库，并在 OpenClaw 云插件中配置知识库 ID 进行检索。","md",{},"\u002Fcn\u002Fopenclaw\u002Fexamples\u002Fknowledge_base",{"title":5,"description":131},"cn\u002Fopenclaw\u002Fexamples\u002Fknowledge_base","HPTw7vHl2Nw3KVvbdlMrjNarN3rB1O_IGPYYJ7j6sFA",[1004,1012],{"title":1005,"path":1006,"stem":1007,"icon":1008,"framework":6,"module":6,"class":1009,"target":-1,"active":1010,"defaultOpen":1010,"children":-1,"description":1011},"本地插件","\u002Fcn\u002Fopenclaw\u002Flocal_plugin","openclaw\u002Flocal_plugin","i-ri-computer-line",[],false,"使用 @memtensor\u002Fmemos-local-plugin 为 OpenClaw 与 Hermes Agent 提供本地优先的长期记忆、三层检索、技能结晶和可观测管理面板。",{"title":1013,"path":1014,"stem":1015,"icon":1016,"framework":6,"module":6,"class":1017,"target":-1,"active":1010,"defaultOpen":1010,"children":-1,"description":-1},"多智能体记忆隔离","\u002Fcn\u002Fopenclaw\u002Fexamples\u002Fmulti_agent","openclaw\u002Fexamples\u002Fmulti_agent","i-ri-team-line",[],1780631865318]