[{"data":1,"prerenderedAt":2948},["ShallowReactive",2],{"docs-page-cn-\u002Fcn\u002Fmcp_agent\u002Fcli\u002Fguide":3,"surround-cn-\u002Fcn\u002Fmcp_agent\u002Fcli\u002Fguide":2935},{"id":4,"title":5,"avatar":6,"banner":6,"body":7,"category":6,"desc":2927,"description":2928,"extension":2929,"links":6,"meta":2930,"navigation":6,"path":2931,"seo":2932,"stem":2933,"__hash__":2934},"docs\u002Fcn\u002Fmcp_agent\u002Fcli\u002Fguide.md","MemOS CLI",null,{"type":8,"value":9,"toc":2901},"minimark",[10,19,22,27,54,56,60,89,92,104,106,110,116,118,123,134,152,155,176,182,324,327,343,346,369,376,395,401,463,465,469,476,479,500,503,522,525,544,546,550,553,697,699,703,708,711,750,811,813,818,821,864,1040,1042,1048,1051,1081,1186,1188,1194,1197,1224,1259,1261,1267,1270,1301,1344,1346,1352,1355,1393,1445,1447,1453,1456,1479,1531,1533,1539,1542,1579,1651,1653,1659,1662,1689,1743,1745,1751,1754,1796,1855,1857,1863,1876,1895,1927,1939,1941,1947,1950,1952,1958,1961,2000,2042,2044,2050,2053,2074,2106,2108,2114,2117,2177,2223,2225,2231,2234,2262,2294,2296,2302,2305,2357,2430,2432,2438,2441,2472,2511,2513,2517,2533,2585,2690,2692,2696,2699,2760,2796,2799,2841,2843,2847,2897],[11,12,13,14,18],"p",{},"MemOS CLI 面向可以执行命令行的 Agent 和开发环境。它把常用记忆操作封装成 ",[15,16,17],"code",{},"memos"," 命令，适合在终端里快速验证，也适合配合 Skill \u002F Rule 让 Agent 在回答前检索记忆、回答后写入新记忆。",[20,21],"br",{},[23,24,26],"h2",{"id":25},"_1-适合什么时候使用","1. 适合什么时候使用",[28,29,30,48,51],"ul",{},[31,32,33,34,37,38,37,41,37,44,47],"li",{},"你希望在终端里快速验证 ",[15,35,36],{},"add","、",[15,39,40],{},"search",[15,42,43],{},"get",[15,45,46],{},"delete"," 等记忆操作；",[31,49,50],{},"你的 Agent 容易“失忆”，并且可以执行 shell 命令；",[31,52,53],{},"你同时使用多种 Agent 框架，并且希望实现跨框架的记忆同步。",[20,55],{},[23,57,59],{"id":58},"_2-安装","2. 安装",[61,62,67],"pre",{"className":63,"code":64,"language":65,"meta":66,"style":66},"language-bash shiki shiki-themes material-theme-lighter github-light-high-contrast github-dark-default","npm install -g @memtensor\u002Fmemos-cloud-cli\n","bash","",[15,68,69],{"__ignoreMap":66},[70,71,74,78,82,86],"span",{"class":72,"line":73},"line",1,[70,75,77],{"class":76},"saonL","npm",[70,79,81],{"class":80},"sp1uZ"," install",[70,83,85],{"class":84},"sp2SP"," -g",[70,87,88],{"class":80}," @memtensor\u002Fmemos-cloud-cli\n",[11,90,91],{},"安装后，可以通过以下命令确认 CLI 可用：",[61,93,95],{"className":63,"code":94,"language":65,"meta":66,"style":66},"memos --help\n",[15,96,97],{"__ignoreMap":66},[70,98,99,101],{"class":72,"line":73},[70,100,17],{"class":76},[70,102,103],{"class":84}," --help\n",[20,105],{},[23,107,109],{"id":108},"_3-选择使用方式并配置","3. 选择使用方式并配置",[11,111,112,113,115],{},"MemOS CLI 有两种使用方式：一种是安装到 Agent 中，让 Agent 自动使用记忆；另一种是在终端中手动执行 ",[15,114,17],{}," 命令。",[20,117],{},[119,120,122],"h3",{"id":121},"_31-在-agent-中使用","3.1 在 Agent 中使用",[11,124,125,126,129,130,133],{},"如果要让 Agent 自动检索和写入记忆，使用 ",[15,127,128],{},"memos init"," 安装记忆 Skill。当前 ",[15,131,132],{},"--agent"," 为必填参数，不传会直接报错，因为 CLI 需要知道 Skill 应该安装到哪个 Agent 目录。",[61,135,137],{"className":63,"code":136,"language":65,"meta":66,"style":66},"memos init --agent codex\n",[15,138,139],{"__ignoreMap":66},[70,140,141,143,146,149],{"class":72,"line":73},[70,142,17],{"class":76},[70,144,145],{"class":80}," init",[70,147,148],{"class":84}," --agent",[70,150,151],{"class":80}," codex\n",[11,153,154],{},"也可以在初始化时同时写入 API Key：",[61,156,158],{"className":63,"code":157,"language":65,"meta":66,"style":66},"memos init --api-key YOUR_API_KEY --agent codex\n",[15,159,160],{"__ignoreMap":66},[70,161,162,164,166,169,172,174],{"class":72,"line":73},[70,163,17],{"class":76},[70,165,145],{"class":80},[70,167,168],{"class":84}," --api-key",[70,170,171],{"class":80}," YOUR_API_KEY",[70,173,148],{"class":84},[70,175,151],{"class":80},[11,177,178,179,181],{},"目前支持的 Agent 如下，使用时通过 ",[15,180,132],{}," 传入对应参数：",[183,184,185,200],"table",{},[186,187,188],"thead",{},[189,190,191,195],"tr",{},[192,193,194],"th",{},"Agent",[192,196,197,199],{},[15,198,132],{}," 参数",[201,202,203,214,224,234,244,254,264,274,284,294,304,314],"tbody",{},[189,204,205,209],{},[206,207,208],"td",{},"Codex CLI",[206,210,211],{},[15,212,213],{},"codex",[189,215,216,219],{},[206,217,218],{},"Cursor",[206,220,221],{},[15,222,223],{},"cursor",[189,225,226,229],{},[206,227,228],{},"Claude Code",[206,230,231],{},[15,232,233],{},"claude",[189,235,236,239],{},[206,237,238],{},"OpenClaw",[206,240,241],{},[15,242,243],{},"openclaw",[189,245,246,249],{},[206,247,248],{},"Hermes",[206,250,251],{},[15,252,253],{},"hermes",[189,255,256,259],{},[206,257,258],{},"Trae",[206,260,261],{},[15,262,263],{},"trae",[189,265,266,269],{},[206,267,268],{},"Trae（国内版）",[206,270,271],{},[15,272,273],{},"trae-cn",[189,275,276,279],{},[206,277,278],{},"OpenCode",[206,280,281],{},[15,282,283],{},"opencode",[189,285,286,289],{},[206,287,288],{},"Antigravity",[206,290,291],{},[15,292,293],{},"antigravity",[189,295,296,299],{},[206,297,298],{},"CodeBuddy",[206,300,301],{},[15,302,303],{},"workbuddy",[189,305,306,309],{},[206,307,308],{},"Cline",[206,310,311],{},[15,312,313],{},"cline",[189,315,316,319],{},[206,317,318],{},"GitHub Copilot",[206,320,321],{},[15,322,323],{},"copilot",[11,325,326],{},"例如，为 Cursor 安装记忆 Skill：",[61,328,330],{"className":63,"code":329,"language":65,"meta":66,"style":66},"memos init --agent cursor\n",[15,331,332],{"__ignoreMap":66},[70,333,334,336,338,340],{"class":72,"line":73},[70,335,17],{"class":76},[70,337,145],{"class":80},[70,339,148],{"class":84},[70,341,342],{"class":80}," cursor\n",[11,344,345],{},"安装后，Agent 启动时会自动加载该 Skill。在每轮对话中，Agent 会：",[347,348,349,360],"ol",{},[31,350,351,355,356,359],{},[352,353,354],"strong",{},"回答前","自动执行 ",[15,357,358],{},"memos search","，检索与当前任务相关的长期记忆",[31,361,362,355,365,368],{},[352,363,364],{},"回答后",[15,366,367],{},"memos add","，将本轮出现的新事实、偏好等写入 MemOS",[11,370,371,372,375],{},"如果你已经安装了 MemOS 插件（如 OpenClaw 云插件），可以加上 ",[15,373,374],{},"--memos-plugin"," 生成插件感知的 Skill 引导：",[61,377,379],{"className":63,"code":378,"language":65,"meta":66,"style":66},"memos init --agent openclaw --memos-plugin\n",[15,380,381],{"__ignoreMap":66},[70,382,383,385,387,389,392],{"class":72,"line":73},[70,384,17],{"class":76},[70,386,145],{"class":80},[70,388,148],{"class":84},[70,390,391],{"class":80}," openclaw",[70,393,394],{"class":84}," --memos-plugin\n",[396,397,398],"tip",{},[11,399,400],{},"以 OpenClaw 为例，在 LOCOMO 评测中，单独接入 MemOS CLI 后 Token 消耗降低约 65.5%；接入 MemOS Cloud + CLI 后，正确率从 66.60% 提升到 77.27%。",[183,402,403,413],{},[186,404,405],{},[189,406,407,410],{},[192,408,409],{},"参数",[192,411,412],{},"说明",[201,414,415,425,435,445,454],{},[189,416,417,422],{},[206,418,419],{},[15,420,421],{},"-k, --api-key",[206,423,424],{},"MemOS API Key",[189,426,427,432],{},[206,428,429],{},[15,430,431],{},"--user-id",[206,433,434],{},"默认用户 ID",[189,436,437,442],{},[206,438,439],{},[15,440,441],{},"--conversation-id",[206,443,444],{},"默认会话 ID",[189,446,447,451],{},[206,448,449],{},[15,450,374],{},[206,452,453],{},"已安装 MemOS 插件时，生成插件感知的 Skill 引导",[189,455,456,460],{},[206,457,458],{},[15,459,132],{},[206,461,462],{},"将 Skill 安装到指定 Agent 的目录；必填",[20,464],{},[119,466,468],{"id":467},"_32-直接在终端使用","3.2 直接在终端使用",[11,470,471,472,475],{},"如果只在终端中手动使用 CLI，不安装 Agent Skill，则使用 ",[15,473,474],{},"memos config set"," 单独配置 CLI 变量。设置后，后续命令未传对应参数时会自动使用这些默认值。",[11,477,478],{},"配置 API Key：",[61,480,482],{"className":63,"code":481,"language":65,"meta":66,"style":66},"memos config set platform.api_key YOUR_API_KEY\n",[15,483,484],{"__ignoreMap":66},[70,485,486,488,491,494,497],{"class":72,"line":73},[70,487,17],{"class":76},[70,489,490],{"class":80}," config",[70,492,493],{"class":80}," set",[70,495,496],{"class":80}," platform.api_key",[70,498,499],{"class":80}," YOUR_API_KEY\n",[11,501,502],{},"配置默认用户 ID：",[61,504,506],{"className":63,"code":505,"language":65,"meta":66,"style":66},"memos config set defaults.user_id user_123\n",[15,507,508],{"__ignoreMap":66},[70,509,510,512,514,516,519],{"class":72,"line":73},[70,511,17],{"class":76},[70,513,490],{"class":80},[70,515,493],{"class":80},[70,517,518],{"class":80}," defaults.user_id",[70,520,521],{"class":80}," user_123\n",[11,523,524],{},"配置默认会话 ID：",[61,526,528],{"className":63,"code":527,"language":65,"meta":66,"style":66},"memos config set defaults.conversation_id conv_001\n",[15,529,530],{"__ignoreMap":66},[70,531,532,534,536,538,541],{"class":72,"line":73},[70,533,17],{"class":76},[70,535,490],{"class":80},[70,537,493],{"class":80},[70,539,540],{"class":80}," defaults.conversation_id",[70,542,543],{"class":80}," conv_001\n",[20,545],{},[23,547,549],{"id":548},"_4-快速上手","4. 快速上手",[11,551,552],{},"完成上述 Agent 初始化或终端配置后，可以使用以下命令验证记忆操作。",[554,555,557,562,584,588,607,611,630,634,648,652,667,671],"steps",{"level":556},"4",[558,559,561],"h4",{"id":560},"写入一条记忆","写入一条记忆：",[61,563,565],{"className":63,"code":564,"language":65,"meta":66,"style":66},"memos add \"用户喜欢 Python 编程\"\n",[15,566,567],{"__ignoreMap":66},[70,568,569,571,574,578,581],{"class":72,"line":73},[70,570,17],{"class":76},[70,572,573],{"class":80}," add",[70,575,577],{"class":576},"sjUum"," \"",[70,579,580],{"class":80},"用户喜欢 Python 编程",[70,582,583],{"class":576},"\"\n",[558,585,587],{"id":586},"搜索相关记忆","搜索相关记忆：",[61,589,591],{"className":63,"code":590,"language":65,"meta":66,"style":66},"memos search \"编程语言偏好\"\n",[15,592,593],{"__ignoreMap":66},[70,594,595,597,600,602,605],{"class":72,"line":73},[70,596,17],{"class":76},[70,598,599],{"class":80}," search",[70,601,577],{"class":576},[70,603,604],{"class":80},"编程语言偏好",[70,606,583],{"class":576},[558,608,610],{"id":609},"结合记忆进行对话","结合记忆进行对话：",[61,612,614],{"className":63,"code":613,"language":65,"meta":66,"style":66},"memos chat \"你知道我的偏好吗？\"\n",[15,615,616],{"__ignoreMap":66},[70,617,618,620,623,625,628],{"class":72,"line":73},[70,619,17],{"class":76},[70,621,622],{"class":80}," chat",[70,624,577],{"class":576},[70,626,627],{"class":80},"你知道我的偏好吗？",[70,629,583],{"class":576},[558,631,633],{"id":632},"获取某个用户的记忆","获取某个用户的记忆：",[61,635,637],{"className":63,"code":636,"language":65,"meta":66,"style":66},"memos get user_123\n",[15,638,639],{"__ignoreMap":66},[70,640,641,643,646],{"class":72,"line":73},[70,642,17],{"class":76},[70,644,645],{"class":80}," get",[70,647,521],{"class":80},[558,649,651],{"id":650},"查询某条记忆的原文","查询某条记忆的原文：",[61,653,655],{"className":63,"code":654,"language":65,"meta":66,"style":66},"memos origin mem_123456\n",[15,656,657],{"__ignoreMap":66},[70,658,659,661,664],{"class":72,"line":73},[70,660,17],{"class":76},[70,662,663],{"class":80}," origin",[70,665,666],{"class":80}," mem_123456\n",[558,668,670],{"id":669},"删除单条记忆或删除某个用户的全部记忆","删除单条记忆，或删除某个用户的全部记忆：",[61,672,674],{"className":63,"code":673,"language":65,"meta":66,"style":66},"memos delete mem_123456\nmemos delete --user-id user_123\n",[15,675,676,685],{"__ignoreMap":66},[70,677,678,680,683],{"class":72,"line":73},[70,679,17],{"class":76},[70,681,682],{"class":80}," delete",[70,684,666],{"class":80},[70,686,688,690,692,695],{"class":72,"line":687},2,[70,689,17],{"class":76},[70,691,682],{"class":80},[70,693,694],{"class":84}," --user-id",[70,696,521],{"class":80},[20,698],{},[23,700,702],{"id":701},"_5-命令参考","5. 命令参考",[119,704,706],{"id":705},"memos-add",[15,707,367],{},[11,709,710],{},"向 MemOS 写入一条记忆内容。",[61,712,714],{"className":63,"code":713,"language":65,"meta":66,"style":66},"memos add \"用户喜欢用 Python 做数据分析，常用 pandas\"\nmemos add --message \"用户常用 Jupyter Notebook\" --user-id user_123\n",[15,715,716,729],{"__ignoreMap":66},[70,717,718,720,722,724,727],{"class":72,"line":73},[70,719,17],{"class":76},[70,721,573],{"class":80},[70,723,577],{"class":576},[70,725,726],{"class":80},"用户喜欢用 Python 做数据分析，常用 pandas",[70,728,583],{"class":576},[70,730,731,733,735,738,740,743,746,748],{"class":72,"line":687},[70,732,17],{"class":76},[70,734,573],{"class":80},[70,736,737],{"class":84}," --message",[70,739,577],{"class":576},[70,741,742],{"class":80},"用户常用 Jupyter Notebook",[70,744,745],{"class":576},"\"",[70,747,694],{"class":84},[70,749,521],{"class":80},[183,751,752,760],{},[186,753,754],{},[189,755,756,758],{},[192,757,409],{},[192,759,412],{},[201,761,762,776,786,798],{},[189,763,764,769],{},[206,765,766],{},[15,767,768],{},"[MESSAGE]",[206,770,771,772,775],{},"要写入的记忆内容；与 ",[15,773,774],{},"--message"," 二选一",[189,777,778,783],{},[206,779,780],{},[15,781,782],{},"-m, --message",[206,784,785],{},"要写入的记忆内容；与位置参数二选一",[189,787,788,792],{},[206,789,790],{},[15,791,431],{},[206,793,794,795],{},"用户标识，默认取配置中的 ",[15,796,797],{},"defaults.user_id",[189,799,800,805],{},[206,801,802],{},[15,803,804],{},"--format",[206,806,807,808],{},"输出格式，默认 ",[15,809,810],{},"agent",[20,812],{},[119,814,816],{"id":815},"memos-search",[15,817,358],{},[11,819,820],{},"搜索和当前查询相关的记忆。",[61,822,824],{"className":63,"code":823,"language":65,"meta":66,"style":66},"memos search \"用户的数据分析工具偏好\"\nmemos search \"编程语言\" --format json --detail detail\n",[15,825,826,839],{"__ignoreMap":66},[70,827,828,830,832,834,837],{"class":72,"line":73},[70,829,17],{"class":76},[70,831,599],{"class":80},[70,833,577],{"class":576},[70,835,836],{"class":80},"用户的数据分析工具偏好",[70,838,583],{"class":576},[70,840,841,843,845,847,850,852,855,858,861],{"class":72,"line":687},[70,842,17],{"class":76},[70,844,599],{"class":80},[70,846,577],{"class":576},[70,848,849],{"class":80},"编程语言",[70,851,745],{"class":576},[70,853,854],{"class":84}," --format",[70,856,857],{"class":80}," json",[70,859,860],{"class":84}," --detail",[70,862,863],{"class":80}," detail\n",[183,865,866,874],{},[186,867,868],{},[189,869,870,872],{},[192,871,409],{},[192,873,412],{},[201,875,876,889,899,909,929,945,961,974,986,999,1011,1021],{},[189,877,878,883],{},[206,879,880],{},[15,881,882],{},"[QUERY]",[206,884,885,886,775],{},"搜索关键词；与 ",[15,887,888],{},"--query",[189,890,891,896],{},[206,892,893],{},[15,894,895],{},"-q, --query",[206,897,898],{},"搜索关键词；与位置参数二选一",[189,900,901,905],{},[206,902,903],{},[15,904,431],{},[206,906,794,907],{},[15,908,797],{},[189,910,911,916],{},[206,912,913],{},[15,914,915],{},"--include-preference",[206,917,918,919,922,923,926,927],{},"是否召回偏好记忆（",[15,920,921],{},"true"," \u002F ",[15,924,925],{},"false","），默认 ",[15,928,921],{},[189,930,931,936],{},[206,932,933],{},[15,934,935],{},"--include-tool-memory",[206,937,938,939,922,941,926,943],{},"是否召回工具记忆（",[15,940,921],{},[15,942,925],{},[15,944,925],{},[189,946,947,952],{},[206,948,949],{},[15,950,951],{},"--include-skill-memory",[206,953,954,955,922,957,926,959],{},"是否召回技能记忆（",[15,956,921],{},[15,958,925],{},[15,960,925],{},[189,962,963,968],{},[206,964,965],{},[15,966,967],{},"--memory-limit-number",[206,969,970,971],{},"主记忆召回条数，默认 ",[15,972,973],{},"9",[189,975,976,981],{},[206,977,978],{},[15,979,980],{},"--preference-limit-number",[206,982,983,984],{},"偏好记忆召回条数，默认 ",[15,985,973],{},[189,987,988,993],{},[206,989,990],{},[15,991,992],{},"--tool-memory-limit-number",[206,994,995,996],{},"工具记忆召回条数，默认 ",[15,997,998],{},"6",[189,1000,1001,1006],{},[206,1002,1003],{},[15,1004,1005],{},"--skill-memory-limit-number",[206,1007,1008,1009],{},"技能记忆召回条数，默认 ",[15,1010,998],{},[189,1012,1013,1017],{},[206,1014,1015],{},[15,1016,804],{},[206,1018,807,1019],{},[15,1020,810],{},[189,1022,1023,1028],{},[206,1024,1025],{},[15,1026,1027],{},"--detail",[206,1029,1030,1031,1034,1035,37,1037],{},"非 JSON 输出的详略级别，默认 ",[15,1032,1033],{},"simple","；支持 ",[15,1036,1033],{},[15,1038,1039],{},"detail",[20,1041],{},[119,1043,1045],{"id":1044},"memos-get",[15,1046,1047],{},"memos get",[11,1049,1050],{},"按用户获取记忆。",[61,1052,1054],{"className":63,"code":1053,"language":65,"meta":66,"style":66},"memos get user_123\nmemos get user_123 --format json --detail detail\n",[15,1055,1056,1064],{"__ignoreMap":66},[70,1057,1058,1060,1062],{"class":72,"line":73},[70,1059,17],{"class":76},[70,1061,645],{"class":80},[70,1063,521],{"class":80},[70,1065,1066,1068,1070,1073,1075,1077,1079],{"class":72,"line":687},[70,1067,17],{"class":76},[70,1069,645],{"class":80},[70,1071,1072],{"class":80}," user_123",[70,1074,854],{"class":84},[70,1076,857],{"class":80},[70,1078,860],{"class":84},[70,1080,863],{"class":80},[183,1082,1083,1091],{},[186,1084,1085],{},[189,1086,1087,1089],{},[192,1088,409],{},[192,1090,412],{},[201,1092,1093,1105,1116,1126,1136,1149,1161,1171],{},[189,1094,1095,1100],{},[206,1096,1097],{},[15,1098,1099],{},"[USER_ID]",[206,1101,1102,1103],{},"用户标识；不传则回退到配置中的 ",[15,1104,797],{},[189,1106,1107,1111],{},[206,1108,1109],{},[15,1110,431],{},[206,1112,1113,1115],{},[15,1114,1099],{}," 的兼容别名，回退规则相同",[189,1117,1118,1123],{},[206,1119,1120],{},[15,1121,1122],{},"--page",[206,1124,1125],{},"页码；不传则请求体不带该字段",[189,1127,1128,1133],{},[206,1129,1130],{},[15,1131,1132],{},"--size",[206,1134,1135],{},"每页条数；不传则请求体不带该字段",[189,1137,1138,1142],{},[206,1139,1140],{},[15,1141,915],{},[206,1143,918,1144,922,1146,1148],{},[15,1145,921],{},[15,1147,925],{},"）；不传时由接口默认值决定",[189,1150,1151,1155],{},[206,1152,1153],{},[15,1154,935],{},[206,1156,938,1157,922,1159,1148],{},[15,1158,921],{},[15,1160,925],{},[189,1162,1163,1167],{},[206,1164,1165],{},[15,1166,804],{},[206,1168,807,1169],{},[15,1170,810],{},[189,1172,1173,1177],{},[206,1174,1175],{},[15,1176,1027],{},[206,1178,1179,1180,1034,1182,37,1184],{},"详略级别，默认 ",[15,1181,1033],{},[15,1183,1033],{},[15,1185,1039],{},[20,1187],{},[119,1189,1191],{"id":1190},"memos-origin",[15,1192,1193],{},"memos origin",[11,1195,1196],{},"按记忆 ID 查询该条记忆的原文。",[61,1198,1200],{"className":63,"code":1199,"language":65,"meta":66,"style":66},"memos origin mem_123456\nmemos origin mem_123456 --format json\n",[15,1201,1202,1210],{"__ignoreMap":66},[70,1203,1204,1206,1208],{"class":72,"line":73},[70,1205,17],{"class":76},[70,1207,663],{"class":80},[70,1209,666],{"class":80},[70,1211,1212,1214,1216,1219,1221],{"class":72,"line":687},[70,1213,17],{"class":76},[70,1215,663],{"class":80},[70,1217,1218],{"class":80}," mem_123456",[70,1220,854],{"class":84},[70,1222,1223],{"class":80}," json\n",[183,1225,1226,1234],{},[186,1227,1228],{},[189,1229,1230,1232],{},[192,1231,409],{},[192,1233,412],{},[201,1235,1236,1249],{},[189,1237,1238,1243],{},[206,1239,1240],{},[15,1241,1242],{},"MEMORY_ID",[206,1244,1245,1246,1248],{},"待查询原文的记忆 ID；必填；传 ",[15,1247,1242],{}," 表示查询该单条记忆的原文",[189,1250,1251,1255],{},[206,1252,1253],{},[15,1254,804],{},[206,1256,807,1257],{},[15,1258,810],{},[20,1260],{},[119,1262,1264],{"id":1263},"memos-delete",[15,1265,1266],{},"memos delete",[11,1268,1269],{},"删除一条记忆，或删除指定用户的全部记忆。",[61,1271,1273],{"className":63,"code":1272,"language":65,"meta":66,"style":66},"memos delete mem_123456 --format json\nmemos delete --user-id user_123 --format json\n",[15,1274,1275,1287],{"__ignoreMap":66},[70,1276,1277,1279,1281,1283,1285],{"class":72,"line":73},[70,1278,17],{"class":76},[70,1280,682],{"class":80},[70,1282,1218],{"class":80},[70,1284,854],{"class":84},[70,1286,1223],{"class":80},[70,1288,1289,1291,1293,1295,1297,1299],{"class":72,"line":687},[70,1290,17],{"class":76},[70,1292,682],{"class":80},[70,1294,694],{"class":84},[70,1296,1072],{"class":80},[70,1298,854],{"class":84},[70,1300,1223],{"class":80},[183,1302,1303,1311],{},[186,1304,1305],{},[189,1306,1307,1309],{},[192,1308,409],{},[192,1310,412],{},[201,1312,1313,1323,1334],{},[189,1314,1315,1320],{},[206,1316,1317],{},[15,1318,1319],{},"[MEMORY_ID]",[206,1321,1322],{},"待删除的记忆 ID；传此参数表示删除单条记忆",[189,1324,1325,1329],{},[206,1326,1327],{},[15,1328,431],{},[206,1330,1331,1332,775],{},"删除该用户的全部记忆；与 ",[15,1333,1242],{},[189,1335,1336,1340],{},[206,1337,1338],{},[15,1339,804],{},[206,1341,807,1342],{},[15,1343,810],{},[20,1345],{},[119,1347,1349],{"id":1348},"memos-chat",[15,1350,1351],{},"memos chat",[11,1353,1354],{},"基于 MemOS 记忆进行问答。",[61,1356,1358],{"className":63,"code":1357,"language":65,"meta":66,"style":66},"memos chat \"你知道我的偏好吗？\"\nmemos chat \"你知道我的偏好吗？\" --user-id user_123 --format table\n",[15,1359,1360,1372],{"__ignoreMap":66},[70,1361,1362,1364,1366,1368,1370],{"class":72,"line":73},[70,1363,17],{"class":76},[70,1365,622],{"class":80},[70,1367,577],{"class":576},[70,1369,627],{"class":80},[70,1371,583],{"class":576},[70,1373,1374,1376,1378,1380,1382,1384,1386,1388,1390],{"class":72,"line":687},[70,1375,17],{"class":76},[70,1377,622],{"class":80},[70,1379,577],{"class":576},[70,1381,627],{"class":80},[70,1383,745],{"class":576},[70,1385,694],{"class":84},[70,1387,1072],{"class":80},[70,1389,854],{"class":84},[70,1391,1392],{"class":80}," table\n",[183,1394,1395,1403],{},[186,1396,1397],{},[189,1398,1399,1401],{},[192,1400,409],{},[192,1402,412],{},[201,1404,1405,1416,1425,1435],{},[189,1406,1407,1411],{},[206,1408,1409],{},[15,1410,882],{},[206,1412,1413,1414,775],{},"对话问题；与 ",[15,1415,888],{},[189,1417,1418,1422],{},[206,1419,1420],{},[15,1421,895],{},[206,1423,1424],{},"对话问题；与位置参数二选一",[189,1426,1427,1431],{},[206,1428,1429],{},[15,1430,431],{},[206,1432,794,1433],{},[15,1434,797],{},[189,1436,1437,1441],{},[206,1438,1439],{},[15,1440,804],{},[206,1442,807,1443],{},[15,1444,810],{},[20,1446],{},[119,1448,1450],{"id":1449},"memos-extract",[15,1451,1452],{},"memos extract",[11,1454,1455],{},"从消息中提取候选记忆，但不写入。",[61,1457,1459],{"className":63,"code":1458,"language":65,"meta":66,"style":66},"memos extract \"用户喜欢咖啡，也偏好深色模式\" --format json\n",[15,1460,1461],{"__ignoreMap":66},[70,1462,1463,1465,1468,1470,1473,1475,1477],{"class":72,"line":73},[70,1464,17],{"class":76},[70,1466,1467],{"class":80}," extract",[70,1469,577],{"class":576},[70,1471,1472],{"class":80},"用户喜欢咖啡，也偏好深色模式",[70,1474,745],{"class":576},[70,1476,854],{"class":84},[70,1478,1223],{"class":80},[183,1480,1481,1489],{},[186,1482,1483],{},[189,1484,1485,1487],{},[192,1486,409],{},[192,1488,412],{},[201,1490,1491,1502,1511,1521],{},[189,1492,1493,1497],{},[206,1494,1495],{},[15,1496,768],{},[206,1498,1499,1500,775],{},"待提取的消息内容；与 ",[15,1501,774],{},[189,1503,1504,1508],{},[206,1505,1506],{},[15,1507,782],{},[206,1509,1510],{},"待提取的消息内容；与位置参数二选一",[189,1512,1513,1517],{},[206,1514,1515],{},[15,1516,431],{},[206,1518,794,1519],{},[15,1520,797],{},[189,1522,1523,1527],{},[206,1524,1525],{},[15,1526,804],{},[206,1528,807,1529],{},[15,1530,810],{},[20,1532],{},[119,1534,1536],{"id":1535},"memos-rerank",[15,1537,1538],{},"memos rerank",[11,1540,1541],{},"对候选文档做相关性重排。",[61,1543,1545],{"className":63,"code":1544,"language":65,"meta":66,"style":66},"memos rerank \"python 后端\" \"Flask guide\" \"React guide\" --format json\n",[15,1546,1547],{"__ignoreMap":66},[70,1548,1549,1551,1554,1556,1559,1561,1563,1566,1568,1570,1573,1575,1577],{"class":72,"line":73},[70,1550,17],{"class":76},[70,1552,1553],{"class":80}," rerank",[70,1555,577],{"class":576},[70,1557,1558],{"class":80},"python 后端",[70,1560,745],{"class":576},[70,1562,577],{"class":576},[70,1564,1565],{"class":80},"Flask guide",[70,1567,745],{"class":576},[70,1569,577],{"class":576},[70,1571,1572],{"class":80},"React guide",[70,1574,745],{"class":576},[70,1576,854],{"class":84},[70,1578,1223],{"class":80},[183,1580,1581,1589],{},[186,1582,1583],{},[189,1584,1585,1587],{},[192,1586,409],{},[192,1588,412],{},[201,1590,1591,1602,1612,1621,1631,1641],{},[189,1592,1593,1597],{},[206,1594,1595],{},[15,1596,882],{},[206,1598,1599,1600,775],{},"重排查询；与 ",[15,1601,888],{},[189,1603,1604,1609],{},[206,1605,1606],{},[15,1607,1608],{},"[DOCUMENTS]...",[206,1610,1611],{},"候选文档文本；可传多个位置参数",[189,1613,1614,1618],{},[206,1615,1616],{},[15,1617,895],{},[206,1619,1620],{},"重排查询；与位置参数二选一",[189,1622,1623,1628],{},[206,1624,1625],{},[15,1626,1627],{},"--documents",[206,1629,1630],{},"候选文档文本；可重复传入",[189,1632,1633,1638],{},[206,1634,1635],{},[15,1636,1637],{},"--top-n",[206,1639,1640],{},"只返回前 N 条结果",[189,1642,1643,1647],{},[206,1644,1645],{},[15,1646,804],{},[206,1648,807,1649],{},[15,1650,810],{},[20,1652],{},[119,1654,1656],{"id":1655},"memos-feedback",[15,1657,1658],{},"memos feedback",[11,1660,1661],{},"提交反馈内容，优化记忆管理效果。",[61,1663,1665],{"className":63,"code":1664,"language":65,"meta":66,"style":66},"memos feedback \"偏好简洁、直接的技术回答。\" --user-id user_123 --format json\n",[15,1666,1667],{"__ignoreMap":66},[70,1668,1669,1671,1674,1676,1679,1681,1683,1685,1687],{"class":72,"line":73},[70,1670,17],{"class":76},[70,1672,1673],{"class":80}," feedback",[70,1675,577],{"class":576},[70,1677,1678],{"class":80},"偏好简洁、直接的技术回答。",[70,1680,745],{"class":576},[70,1682,694],{"class":84},[70,1684,1072],{"class":80},[70,1686,854],{"class":84},[70,1688,1223],{"class":80},[183,1690,1691,1699],{},[186,1692,1693],{},[189,1694,1695,1697],{},[192,1696,409],{},[192,1698,412],{},[201,1700,1701,1714,1723,1733],{},[189,1702,1703,1708],{},[206,1704,1705],{},[15,1706,1707],{},"[FEEDBACK_TEXT]",[206,1709,1710,1711,775],{},"反馈内容；与 ",[15,1712,1713],{},"--feedback-content",[189,1715,1716,1720],{},[206,1717,1718],{},[15,1719,1713],{},[206,1721,1722],{},"反馈内容；与位置参数二选一",[189,1724,1725,1729],{},[206,1726,1727],{},[15,1728,431],{},[206,1730,794,1731],{},[15,1732,797],{},[189,1734,1735,1739],{},[206,1736,1737],{},[15,1738,804],{},[206,1740,807,1741],{},[15,1742,810],{},[20,1744],{},[119,1746,1748],{"id":1747},"memos-message",[15,1749,1750],{},"memos message",[11,1752,1753],{},"获取原始对话消息记录。",[61,1755,1757],{"className":63,"code":1756,"language":65,"meta":66,"style":66},"memos message --user-id user_123 --conversation-id conv_001\nmemos message --user-id user_123 --limit 10 --format table\n",[15,1758,1759,1775],{"__ignoreMap":66},[70,1760,1761,1763,1766,1768,1770,1773],{"class":72,"line":73},[70,1762,17],{"class":76},[70,1764,1765],{"class":80}," message",[70,1767,694],{"class":84},[70,1769,1072],{"class":80},[70,1771,1772],{"class":84}," --conversation-id",[70,1774,543],{"class":80},[70,1776,1777,1779,1781,1783,1785,1788,1792,1794],{"class":72,"line":687},[70,1778,17],{"class":76},[70,1780,1765],{"class":80},[70,1782,694],{"class":84},[70,1784,1072],{"class":80},[70,1786,1787],{"class":84}," --limit",[70,1789,1791],{"class":1790},"sJNII"," 10",[70,1793,854],{"class":84},[70,1795,1392],{"class":80},[183,1797,1798,1806],{},[186,1799,1800],{},[189,1801,1802,1804],{},[192,1803,409],{},[192,1805,412],{},[201,1807,1808,1817,1829,1845],{},[189,1809,1810,1814],{},[206,1811,1812],{},[15,1813,431],{},[206,1815,1816],{},"用户标识；必填",[189,1818,1819,1823],{},[206,1820,1821],{},[15,1822,441],{},[206,1824,1825,1826],{},"会话标识，默认取配置中的 ",[15,1827,1828],{},"defaults.conversation_id",[189,1830,1831,1836],{},[206,1832,1833],{},[15,1834,1835],{},"--limit",[206,1837,1838,1839,1841,1842],{},"返回的最大消息数；默认 ",[15,1840,998],{},"，最大 ",[15,1843,1844],{},"50",[189,1846,1847,1851],{},[206,1848,1849],{},[15,1850,804],{},[206,1852,807,1853],{},[15,1854,810],{},[20,1856],{},[119,1858,1860],{"id":1859},"memos-status",[15,1861,1862],{},"memos status",[11,1864,1865,1866,37,1868,1871,1872,1875],{},"查询异步任务的处理状态。任务 ID 来自 ",[15,1867,36],{},[15,1869,1870],{},"feedback"," 在异步模式下返回的 ",[15,1873,1874],{},"task_id","。",[61,1877,1879],{"className":63,"code":1878,"language":65,"meta":66,"style":66},"memos status abc123-task-id --format json\n",[15,1880,1881],{"__ignoreMap":66},[70,1882,1883,1885,1888,1891,1893],{"class":72,"line":73},[70,1884,17],{"class":76},[70,1886,1887],{"class":80}," status",[70,1889,1890],{"class":80}," abc123-task-id",[70,1892,854],{"class":84},[70,1894,1223],{"class":80},[183,1896,1897,1905],{},[186,1898,1899],{},[189,1900,1901,1903],{},[192,1902,409],{},[192,1904,412],{},[201,1906,1907,1917],{},[189,1908,1909,1914],{},[206,1910,1911],{},[15,1912,1913],{},"[TASK_ID]",[206,1915,1916],{},"异步任务 ID；必填",[189,1918,1919,1923],{},[206,1920,1921],{},[15,1922,804],{},[206,1924,807,1925],{},[15,1926,810],{},[11,1928,1929,1930,37,1933,37,1936,1875],{},"返回的状态值包括 ",[15,1931,1932],{},"running",[15,1934,1935],{},"completed",[15,1937,1938],{},"failed",[20,1940],{},[119,1942,1944],{"id":1943},"memos-kb",[15,1945,1946],{},"memos kb",[11,1948,1949],{},"知识库管理子命令组，用于创建知识库、上传文档、查询与删除文件等。",[20,1951],{},[558,1953,1955],{"id":1954},"memos-kb-create",[15,1956,1957],{},"memos kb create",[11,1959,1960],{},"创建一个知识库。",[61,1962,1964],{"className":63,"code":1963,"language":65,"meta":66,"style":66},"memos kb create --name \"产品 FAQ\" --description \"常见产品问题\" --format json\n",[15,1965,1966],{"__ignoreMap":66},[70,1967,1968,1970,1973,1976,1979,1981,1984,1986,1989,1991,1994,1996,1998],{"class":72,"line":73},[70,1969,17],{"class":76},[70,1971,1972],{"class":80}," kb",[70,1974,1975],{"class":80}," create",[70,1977,1978],{"class":84}," --name",[70,1980,577],{"class":576},[70,1982,1983],{"class":80},"产品 FAQ",[70,1985,745],{"class":576},[70,1987,1988],{"class":84}," --description",[70,1990,577],{"class":576},[70,1992,1993],{"class":80},"常见产品问题",[70,1995,745],{"class":576},[70,1997,854],{"class":84},[70,1999,1223],{"class":80},[183,2001,2002,2010],{},[186,2003,2004],{},[189,2005,2006,2008],{},[192,2007,409],{},[192,2009,412],{},[201,2011,2012,2022,2032],{},[189,2013,2014,2019],{},[206,2015,2016],{},[15,2017,2018],{},"--name",[206,2020,2021],{},"知识库名称；必填",[189,2023,2024,2029],{},[206,2025,2026],{},[15,2027,2028],{},"--description",[206,2030,2031],{},"知识库描述；可选",[189,2033,2034,2038],{},[206,2035,2036],{},[15,2037,804],{},[206,2039,807,2040],{},[15,2041,810],{},[20,2043],{},[558,2045,2047],{"id":2046},"memos-kb-remove",[15,2048,2049],{},"memos kb remove",[11,2051,2052],{},"删除（移除）一个知识库。",[61,2054,2056],{"className":63,"code":2055,"language":65,"meta":66,"style":66},"memos kb remove base_xxxxx --format json\n",[15,2057,2058],{"__ignoreMap":66},[70,2059,2060,2062,2064,2067,2070,2072],{"class":72,"line":73},[70,2061,17],{"class":76},[70,2063,1972],{"class":80},[70,2065,2066],{"class":80}," remove",[70,2068,2069],{"class":80}," base_xxxxx",[70,2071,854],{"class":84},[70,2073,1223],{"class":80},[183,2075,2076,2084],{},[186,2077,2078],{},[189,2079,2080,2082],{},[192,2081,409],{},[192,2083,412],{},[201,2085,2086,2096],{},[189,2087,2088,2093],{},[206,2089,2090],{},[15,2091,2092],{},"[KB_ID]",[206,2094,2095],{},"知识库 ID；必填",[189,2097,2098,2102],{},[206,2099,2100],{},[15,2101,804],{},[206,2103,807,2104],{},[15,2105,810],{},[20,2107],{},[558,2109,2111],{"id":2110},"memos-kb-add-file",[15,2112,2113],{},"memos kb add-file",[11,2115,2116],{},"向知识库上传文档，支持 PDF、DOCX、DOC、TXT、JSON、MD、XML。",[61,2118,2120],{"className":63,"code":2119,"language":65,"meta":66,"style":66},"memos kb add-file --kb-id base_xxxxx --files '[\"https:\u002F\u002Fexample.com\u002Fdoc.pdf\"]' --format json\nmemos kb add-file --kb-id base_xxxxx --files '[{\"content\":\"https:\u002F\u002Fcdn.example.com\u002Ffile.docx\"}]' --format json\n",[15,2121,2122,2152],{"__ignoreMap":66},[70,2123,2124,2126,2128,2131,2134,2136,2139,2142,2145,2148,2150],{"class":72,"line":73},[70,2125,17],{"class":76},[70,2127,1972],{"class":80},[70,2129,2130],{"class":80}," add-file",[70,2132,2133],{"class":84}," --kb-id",[70,2135,2069],{"class":80},[70,2137,2138],{"class":84}," --files",[70,2140,2141],{"class":576}," '",[70,2143,2144],{"class":80},"[\"https:\u002F\u002Fexample.com\u002Fdoc.pdf\"]",[70,2146,2147],{"class":576},"'",[70,2149,854],{"class":84},[70,2151,1223],{"class":80},[70,2153,2154,2156,2158,2160,2162,2164,2166,2168,2171,2173,2175],{"class":72,"line":687},[70,2155,17],{"class":76},[70,2157,1972],{"class":80},[70,2159,2130],{"class":80},[70,2161,2133],{"class":84},[70,2163,2069],{"class":80},[70,2165,2138],{"class":84},[70,2167,2141],{"class":576},[70,2169,2170],{"class":80},"[{\"content\":\"https:\u002F\u002Fcdn.example.com\u002Ffile.docx\"}]",[70,2172,2147],{"class":576},[70,2174,854],{"class":84},[70,2176,1223],{"class":80},[183,2178,2179,2187],{},[186,2180,2181],{},[189,2182,2183,2185],{},[192,2184,409],{},[192,2186,412],{},[201,2188,2189,2199,2213],{},[189,2190,2191,2196],{},[206,2192,2193],{},[15,2194,2195],{},"--kb-id",[206,2197,2198],{},"目标知识库 ID；必填",[189,2200,2201,2206],{},[206,2202,2203],{},[15,2204,2205],{},"--files",[206,2207,2208,2209,2212],{},"文件条目的 JSON 数组：URL 字符串或 ",[15,2210,2211],{},"{\"content\": \"...\"}"," 对象；必填",[189,2214,2215,2219],{},[206,2216,2217],{},[15,2218,804],{},[206,2220,807,2221],{},[15,2222,810],{},[20,2224],{},[558,2226,2228],{"id":2227},"memos-kb-get-file",[15,2229,2230],{},"memos kb get-file",[11,2232,2233],{},"查询知识库文件的详情与处理状态。",[61,2235,2237],{"className":63,"code":2236,"language":65,"meta":66,"style":66},"memos kb get-file --file-ids '[\"file_id_1\", \"file_id_2\"]' --format json\n",[15,2238,2239],{"__ignoreMap":66},[70,2240,2241,2243,2245,2248,2251,2253,2256,2258,2260],{"class":72,"line":73},[70,2242,17],{"class":76},[70,2244,1972],{"class":80},[70,2246,2247],{"class":80}," get-file",[70,2249,2250],{"class":84}," --file-ids",[70,2252,2141],{"class":576},[70,2254,2255],{"class":80},"[\"file_id_1\", \"file_id_2\"]",[70,2257,2147],{"class":576},[70,2259,854],{"class":84},[70,2261,1223],{"class":80},[183,2263,2264,2272],{},[186,2265,2266],{},[189,2267,2268,2270],{},[192,2269,409],{},[192,2271,412],{},[201,2273,2274,2284],{},[189,2275,2276,2281],{},[206,2277,2278],{},[15,2279,2280],{},"--file-ids",[206,2282,2283],{},"文件 ID 的 JSON 数组；必填",[189,2285,2286,2290],{},[206,2287,2288],{},[15,2289,804],{},[206,2291,807,2292],{},[15,2293,810],{},[20,2295],{},[558,2297,2299],{"id":2298},"memos-kb-list-file",[15,2300,2301],{},"memos kb list-file",[11,2303,2304],{},"分页列出知识库中的文件，可按类型过滤。",[61,2306,2308],{"className":63,"code":2307,"language":65,"meta":66,"style":66},"memos kb list-file --kb-id base_xxxxx\nmemos kb list-file --kb-id base_xxxxx --type skill --page 2 --page-size 10 --format json\n",[15,2309,2310,2324],{"__ignoreMap":66},[70,2311,2312,2314,2316,2319,2321],{"class":72,"line":73},[70,2313,17],{"class":76},[70,2315,1972],{"class":80},[70,2317,2318],{"class":80}," list-file",[70,2320,2133],{"class":84},[70,2322,2323],{"class":80}," base_xxxxx\n",[70,2325,2326,2328,2330,2332,2334,2336,2339,2342,2345,2348,2351,2353,2355],{"class":72,"line":687},[70,2327,17],{"class":76},[70,2329,1972],{"class":80},[70,2331,2318],{"class":80},[70,2333,2133],{"class":84},[70,2335,2069],{"class":80},[70,2337,2338],{"class":84}," --type",[70,2340,2341],{"class":80}," skill",[70,2343,2344],{"class":84}," --page",[70,2346,2347],{"class":1790}," 2",[70,2349,2350],{"class":84}," --page-size",[70,2352,1791],{"class":1790},[70,2354,854],{"class":84},[70,2356,1223],{"class":80},[183,2358,2359,2367],{},[186,2360,2361],{},[189,2362,2363,2365],{},[192,2364,409],{},[192,2366,412],{},[201,2368,2369,2377,2395,2407,2420],{},[189,2370,2371,2375],{},[206,2372,2373],{},[15,2374,2195],{},[206,2376,2095],{},[189,2378,2379,2384],{},[206,2380,2381],{},[15,2382,2383],{},"--type",[206,2385,2386,2387,2390,2391,2394],{},"按类型过滤：",[15,2388,2389],{},"document"," 或 ",[15,2392,2393],{},"skill","；可选",[189,2396,2397,2401],{},[206,2398,2399],{},[15,2400,1122],{},[206,2402,2403,2404],{},"页码；默认 ",[15,2405,2406],{},"1",[189,2408,2409,2414],{},[206,2410,2411],{},[15,2412,2413],{},"--page-size",[206,2415,2416,2417],{},"每页条数；默认 ",[15,2418,2419],{},"20",[189,2421,2422,2426],{},[206,2423,2424],{},[15,2425,804],{},[206,2427,807,2428],{},[15,2429,810],{},[20,2431],{},[558,2433,2435],{"id":2434},"memos-kb-delete-file",[15,2436,2437],{},"memos kb delete-file",[11,2439,2440],{},"从知识库中删除文件。",[61,2442,2444],{"className":63,"code":2443,"language":65,"meta":66,"style":66},"memos kb delete-file --kb-id base_xxxxx --file-ids '[\"file_id_1\"]' --format json\n",[15,2445,2446],{"__ignoreMap":66},[70,2447,2448,2450,2452,2455,2457,2459,2461,2463,2466,2468,2470],{"class":72,"line":73},[70,2449,17],{"class":76},[70,2451,1972],{"class":80},[70,2453,2454],{"class":80}," delete-file",[70,2456,2133],{"class":84},[70,2458,2069],{"class":80},[70,2460,2250],{"class":84},[70,2462,2141],{"class":576},[70,2464,2465],{"class":80},"[\"file_id_1\"]",[70,2467,2147],{"class":576},[70,2469,854],{"class":84},[70,2471,1223],{"class":80},[183,2473,2474,2482],{},[186,2475,2476],{},[189,2477,2478,2480],{},[192,2479,409],{},[192,2481,412],{},[201,2483,2484,2492,2501],{},[189,2485,2486,2490],{},[206,2487,2488],{},[15,2489,2195],{},[206,2491,2095],{},[189,2493,2494,2498],{},[206,2495,2496],{},[15,2497,2280],{},[206,2499,2500],{},"待删除文件 ID 的 JSON 数组；必填",[189,2502,2503,2507],{},[206,2504,2505],{},[15,2506,804],{},[206,2508,807,2509],{},[15,2510,810],{},[20,2512],{},[23,2514,2516],{"id":2515},"_6-输出格式","6. 输出格式",[11,2518,2519,2520,2522,2523,1875,2525,2527,2528,2530,2531,1875],{},"所有子命令都支持 ",[15,2521,804],{},"，默认输出格式为 ",[15,2524,810],{},[15,2526,40],{}," 和 ",[15,2529,43],{}," 还额外支持 ",[15,2532,1027],{},[183,2534,2535,2545],{},[186,2536,2537],{},[189,2538,2539,2542],{},[192,2540,2541],{},"格式",[192,2543,2544],{},"适用场景",[201,2546,2547,2556,2566,2575],{},[189,2548,2549,2553],{},[206,2550,2551],{},[15,2552,183],{},[206,2554,2555],{},"终端人工阅读",[189,2557,2558,2563],{},[206,2559,2560],{},[15,2561,2562],{},"markdown",[206,2564,2565],{},"粘贴到文档中",[189,2567,2568,2572],{},[206,2569,2570],{},[15,2571,810],{},[206,2573,2574],{},"默认格式，让 Agent 直接注入上下文",[189,2576,2577,2582],{},[206,2578,2579],{},[15,2580,2581],{},"json",[206,2583,2584],{},"脚本、工作流或结构化处理",[61,2586,2588],{"className":63,"code":2587,"language":65,"meta":66,"style":66},"memos search \"python\"\nmemos search \"python\" --format table --detail simple\nmemos search \"python\" --format markdown --detail detail\nmemos search \"python\" --format agent --detail simple\nmemos search \"python\" --format json --detail detail\n",[15,2589,2590,2603,2625,2647,2669],{"__ignoreMap":66},[70,2591,2592,2594,2596,2598,2601],{"class":72,"line":73},[70,2593,17],{"class":76},[70,2595,599],{"class":80},[70,2597,577],{"class":576},[70,2599,2600],{"class":80},"python",[70,2602,583],{"class":576},[70,2604,2605,2607,2609,2611,2613,2615,2617,2620,2622],{"class":72,"line":687},[70,2606,17],{"class":76},[70,2608,599],{"class":80},[70,2610,577],{"class":576},[70,2612,2600],{"class":80},[70,2614,745],{"class":576},[70,2616,854],{"class":84},[70,2618,2619],{"class":80}," table",[70,2621,860],{"class":84},[70,2623,2624],{"class":80}," simple\n",[70,2626,2628,2630,2632,2634,2636,2638,2640,2643,2645],{"class":72,"line":2627},3,[70,2629,17],{"class":76},[70,2631,599],{"class":80},[70,2633,577],{"class":576},[70,2635,2600],{"class":80},[70,2637,745],{"class":576},[70,2639,854],{"class":84},[70,2641,2642],{"class":80}," markdown",[70,2644,860],{"class":84},[70,2646,863],{"class":80},[70,2648,2650,2652,2654,2656,2658,2660,2662,2665,2667],{"class":72,"line":2649},4,[70,2651,17],{"class":76},[70,2653,599],{"class":80},[70,2655,577],{"class":576},[70,2657,2600],{"class":80},[70,2659,745],{"class":576},[70,2661,854],{"class":84},[70,2663,2664],{"class":80}," agent",[70,2666,860],{"class":84},[70,2668,2624],{"class":80},[70,2670,2672,2674,2676,2678,2680,2682,2684,2686,2688],{"class":72,"line":2671},5,[70,2673,17],{"class":76},[70,2675,599],{"class":80},[70,2677,577],{"class":576},[70,2679,2600],{"class":80},[70,2681,745],{"class":576},[70,2683,854],{"class":84},[70,2685,857],{"class":80},[70,2687,860],{"class":84},[70,2689,863],{"class":80},[20,2691],{},[23,2693,2695],{"id":2694},"_7-配置命令与环境变量","7. 配置命令与环境变量",[11,2697,2698],{},"查看或修改本地配置：",[61,2700,2702],{"className":63,"code":2701,"language":65,"meta":66,"style":66},"memos config show\nmemos config get platform.api_key\nmemos config set platform.api_key YOUR_API_KEY\nmemos config set defaults.user_id user_123\nmemos config set defaults.conversation_id conv_001\n",[15,2703,2704,2713,2724,2736,2748],{"__ignoreMap":66},[70,2705,2706,2708,2710],{"class":72,"line":73},[70,2707,17],{"class":76},[70,2709,490],{"class":80},[70,2711,2712],{"class":80}," show\n",[70,2714,2715,2717,2719,2721],{"class":72,"line":687},[70,2716,17],{"class":76},[70,2718,490],{"class":80},[70,2720,645],{"class":80},[70,2722,2723],{"class":80}," platform.api_key\n",[70,2725,2726,2728,2730,2732,2734],{"class":72,"line":2627},[70,2727,17],{"class":76},[70,2729,490],{"class":80},[70,2731,493],{"class":80},[70,2733,496],{"class":80},[70,2735,499],{"class":80},[70,2737,2738,2740,2742,2744,2746],{"class":72,"line":2649},[70,2739,17],{"class":76},[70,2741,490],{"class":80},[70,2743,493],{"class":80},[70,2745,518],{"class":80},[70,2747,521],{"class":80},[70,2749,2750,2752,2754,2756,2758],{"class":72,"line":2671},[70,2751,17],{"class":76},[70,2753,490],{"class":80},[70,2755,493],{"class":80},[70,2757,540],{"class":80},[70,2759,543],{"class":80},[183,2761,2762,2771],{},[186,2763,2764],{},[189,2765,2766,2769],{},[192,2767,2768],{},"环境变量",[192,2770,412],{},[201,2772,2773,2783],{},[189,2774,2775,2780],{},[206,2776,2777],{},[15,2778,2779],{},"MEMOS_API_KEY",[206,2781,2782],{},"你的 API Key",[189,2784,2785,2790],{},[206,2786,2787],{},[15,2788,2789],{},"MEMOS_BASE_URL",[206,2791,2792,2793],{},"API Base URL，默认 ",[15,2794,2795],{},"https:\u002F\u002Fmemos.memtensor.cn\u002Fapi\u002Fopenmem\u002Fv1",[11,2797,2798],{},"全局选项：",[183,2800,2801,2809],{},[186,2802,2803],{},[189,2804,2805,2807],{},[192,2806,409],{},[192,2808,412],{},[201,2810,2811,2821,2831],{},[189,2812,2813,2818],{},[206,2814,2815],{},[15,2816,2817],{},"--api-key TEXT",[206,2819,2820],{},"覆盖本地配置中的 API Key",[189,2822,2823,2828],{},[206,2824,2825],{},[15,2826,2827],{},"--base-url TEXT",[206,2829,2830],{},"覆盖 API Base URL",[189,2832,2833,2838],{},[206,2834,2835],{},[15,2836,2837],{},"--version",[206,2839,2840],{},"显示版本号",[20,2842],{},[23,2844,2846],{"id":2845},"_8-cliplugin-和-mcp","8. 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