[{"data":1,"prerenderedAt":1351},["ShallowReactive",2],{"docs-page-cn-\u002Fcn\u002Fmemos_cloud\u002Fintroduction\u002Fraw_inputs":3,"surround-cn-\u002Fcn\u002Fmemos_cloud\u002Fintroduction\u002Fraw_inputs":1335},{"id":4,"title":5,"avatar":6,"banner":6,"body":7,"category":6,"desc":1328,"description":13,"extension":1329,"links":6,"meta":1330,"navigation":6,"path":1331,"seo":1332,"stem":1333,"__hash__":1334},"docs\u002Fcn\u002Fmemos_cloud\u002Fintroduction\u002Fraw_inputs.md","原始输入内容",null,{"type":8,"value":9,"toc":1317},"minimark",[10,14,17,22,25,177,184,187,189,193,196,340,346,413,418,420,422,426,429,527,533,538,540,542,546,549,837,848,850,852,856,859,934,943,945,947,951,954,1094,1108,1110,1112,1116,1183,1185,1187,1191,1273,1275,1277,1281,1313],[11,12,13],"p",{},"原始输入内容是记忆生产的起点。你只需要直接提供聊天文本、图片、业务文档、工具调用信息等原始内容，MemOS 会自动从中提取有长期价值的信息，加工成可检索记忆。",[15,16],"br",{},[18,19,21],"h2",{"id":20},"_1-文本内容","1. 文本内容",[11,23,24],{},"原始文本、聊天、事件信息或任何字符串内容。",[26,27,32],"pre",{"className":28,"code":29,"language":30,"meta":31,"style":31},"language-json shiki shiki-themes material-theme-lighter github-light-high-contrast github-dark-default","{\n  \"user_id\": \"memos_user_123\",\n  \"conversation_id\": \"0910\",\n  \"messages\": [\n    {\n      \"role\": \"user\",\n      \"content\": \"我是小王，喜欢吃辣。\"\n    }\n  ]\n}\n","json","",[33,34,35,44,74,95,110,116,139,159,165,171],"code",{"__ignoreMap":31},[36,37,40],"span",{"class":38,"line":39},"line",1,[36,41,43],{"class":42},"suWxN","{\n",[36,45,47,51,55,58,61,65,69,71],{"class":38,"line":46},2,[36,48,50],{"class":49},"sfJrv","  \"",[36,52,54],{"class":53},"skH7o","user_id",[36,56,57],{"class":49},"\"",[36,59,60],{"class":42},":",[36,62,64],{"class":63},"sjUum"," \"",[36,66,68],{"class":67},"sp1uZ","memos_user_123",[36,70,57],{"class":63},[36,72,73],{"class":42},",\n",[36,75,77,79,82,84,86,88,91,93],{"class":38,"line":76},3,[36,78,50],{"class":49},[36,80,81],{"class":53},"conversation_id",[36,83,57],{"class":49},[36,85,60],{"class":42},[36,87,64],{"class":63},[36,89,90],{"class":67},"0910",[36,92,57],{"class":63},[36,94,73],{"class":42},[36,96,98,100,103,105,107],{"class":38,"line":97},4,[36,99,50],{"class":49},[36,101,102],{"class":53},"messages",[36,104,57],{"class":49},[36,106,60],{"class":42},[36,108,109],{"class":42}," [\n",[36,111,113],{"class":38,"line":112},5,[36,114,115],{"class":42},"    {\n",[36,117,119,122,126,128,130,132,135,137],{"class":38,"line":118},6,[36,120,121],{"class":49},"      \"",[36,123,125],{"class":124},"smon8","role",[36,127,57],{"class":49},[36,129,60],{"class":42},[36,131,64],{"class":63},[36,133,134],{"class":67},"user",[36,136,57],{"class":63},[36,138,73],{"class":42},[36,140,142,144,147,149,151,153,156],{"class":38,"line":141},7,[36,143,121],{"class":49},[36,145,146],{"class":124},"content",[36,148,57],{"class":49},[36,150,60],{"class":42},[36,152,64],{"class":63},[36,154,155],{"class":67},"我是小王，喜欢吃辣。",[36,157,158],{"class":63},"\"\n",[36,160,162],{"class":38,"line":161},8,[36,163,164],{"class":42},"    }\n",[36,166,168],{"class":38,"line":167},9,[36,169,170],{"class":42},"  ]\n",[36,172,174],{"class":38,"line":173},10,[36,175,176],{"class":42},"}\n",[11,178,179,183],{},[180,181,182],"strong",{},"最适合用于","：传入聊天信息、用户偏好设置、行为事件、结构化数据。",[185,186],"hr",{},[15,188],{},[18,190,192],{"id":191},"_2-图片","2. 图片",[11,194,195],{},"MemOS 可以从图片中提取视觉信息，并结合随图片一起传入的文本上下文生成记忆。",[26,197,199],{"className":28,"code":198,"language":30,"meta":31,"style":31},"{\n  \"role\": \"user\",\n  \"content\": [\n    { \"type\": \"text\", \"text\": \"这是我正在研究的 MemOS 图片。\" },\n    { \"type\": \"image_url\", \"image_url\": { \"url\": \"https:\u002F\u002Fcdn.memtensor.com.cn\u002Fimg\u002F1758706201390_iluj1c_compressed.png\" } }\n  ]\n}\n",[33,200,201,205,223,235,277,332,336],{"__ignoreMap":31},[36,202,203],{"class":38,"line":39},[36,204,43],{"class":42},[36,206,207,209,211,213,215,217,219,221],{"class":38,"line":46},[36,208,50],{"class":49},[36,210,125],{"class":53},[36,212,57],{"class":49},[36,214,60],{"class":42},[36,216,64],{"class":63},[36,218,134],{"class":67},[36,220,57],{"class":63},[36,222,73],{"class":42},[36,224,225,227,229,231,233],{"class":38,"line":76},[36,226,50],{"class":49},[36,228,146],{"class":53},[36,230,57],{"class":49},[36,232,60],{"class":42},[36,234,109],{"class":42},[36,236,237,240,242,245,247,249,251,254,256,259,261,263,265,267,269,272,274],{"class":38,"line":97},[36,238,239],{"class":42},"    {",[36,241,64],{"class":49},[36,243,244],{"class":124},"type",[36,246,57],{"class":49},[36,248,60],{"class":42},[36,250,64],{"class":63},[36,252,253],{"class":67},"text",[36,255,57],{"class":63},[36,257,258],{"class":42},",",[36,260,64],{"class":49},[36,262,253],{"class":124},[36,264,57],{"class":49},[36,266,60],{"class":42},[36,268,64],{"class":63},[36,270,271],{"class":67},"这是我正在研究的 MemOS 图片。",[36,273,57],{"class":63},[36,275,276],{"class":42}," },\n",[36,278,279,281,283,285,287,289,291,294,296,298,300,302,304,306,309,311,315,317,319,321,324,326,329],{"class":38,"line":112},[36,280,239],{"class":42},[36,282,64],{"class":49},[36,284,244],{"class":124},[36,286,57],{"class":49},[36,288,60],{"class":42},[36,290,64],{"class":63},[36,292,293],{"class":67},"image_url",[36,295,57],{"class":63},[36,297,258],{"class":42},[36,299,64],{"class":49},[36,301,293],{"class":124},[36,303,57],{"class":49},[36,305,60],{"class":42},[36,307,308],{"class":42}," {",[36,310,64],{"class":49},[36,312,314],{"class":313},"s_fzf","url",[36,316,57],{"class":49},[36,318,60],{"class":42},[36,320,64],{"class":63},[36,322,323],{"class":67},"https:\u002F\u002Fcdn.memtensor.com.cn\u002Fimg\u002F1758706201390_iluj1c_compressed.png",[36,325,57],{"class":63},[36,327,328],{"class":42}," }",[36,330,331],{"class":42}," }\n",[36,333,334],{"class":38,"line":118},[36,335,170],{"class":42},[36,337,338],{"class":38,"line":141},[36,339,176],{"class":42},[11,341,342,343,345],{},"如果上传本地图片，也可以把 ",[33,344,314],{}," 换成 Base64 data URL：",[26,347,349],{"className":28,"code":348,"language":30,"meta":31,"style":31},"{\n  \"type\": \"image_url\",\n  \"image_url\": {\n    \"url\": \"data:image\u002Fjpeg;base64,{base64_image}\"\n  }\n}\n",[33,350,351,355,373,386,404,409],{"__ignoreMap":31},[36,352,353],{"class":38,"line":39},[36,354,43],{"class":42},[36,356,357,359,361,363,365,367,369,371],{"class":38,"line":46},[36,358,50],{"class":49},[36,360,244],{"class":53},[36,362,57],{"class":49},[36,364,60],{"class":42},[36,366,64],{"class":63},[36,368,293],{"class":67},[36,370,57],{"class":63},[36,372,73],{"class":42},[36,374,375,377,379,381,383],{"class":38,"line":76},[36,376,50],{"class":49},[36,378,293],{"class":53},[36,380,57],{"class":49},[36,382,60],{"class":42},[36,384,385],{"class":42}," {\n",[36,387,388,391,393,395,397,399,402],{"class":38,"line":97},[36,389,390],{"class":49},"    \"",[36,392,314],{"class":124},[36,394,57],{"class":49},[36,396,60],{"class":42},[36,398,64],{"class":63},[36,400,401],{"class":67},"data:image\u002Fjpeg;base64,{base64_image}",[36,403,158],{"class":63},[36,405,406],{"class":38,"line":112},[36,407,408],{"class":42},"  }\n",[36,410,411],{"class":38,"line":118},[36,412,176],{"class":42},[11,414,415,417],{},[180,416,182],{},"：记录截图中的操作状态、票据中的关键信息、设计稿里的方案细节，或图表中的结论。",[185,419],{},[15,421],{},[18,423,425],{"id":424},"_3-文档","3. 文档",[11,427,428],{},"MemOS 可以读取 PDF、Word、Markdown、JSON、XML、TXT 等文件内容，并结合随文档一起传入的文本上下文生成记忆。",[26,430,432],{"className":28,"code":431,"language":30,"meta":31,"style":31},"{\n  \"role\": \"user\",\n  \"content\": [\n    { \"type\": \"file\", \"file\": { \"file_data\": \"https:\u002F\u002Fcdn.memtensor.com.cn\u002Ffile\u002FMemOS 2.pdf\" } }\n  ]\n}\n",[33,433,434,438,456,468,519,523],{"__ignoreMap":31},[36,435,436],{"class":38,"line":39},[36,437,43],{"class":42},[36,439,440,442,444,446,448,450,452,454],{"class":38,"line":46},[36,441,50],{"class":49},[36,443,125],{"class":53},[36,445,57],{"class":49},[36,447,60],{"class":42},[36,449,64],{"class":63},[36,451,134],{"class":67},[36,453,57],{"class":63},[36,455,73],{"class":42},[36,457,458,460,462,464,466],{"class":38,"line":76},[36,459,50],{"class":49},[36,461,146],{"class":53},[36,463,57],{"class":49},[36,465,60],{"class":42},[36,467,109],{"class":42},[36,469,470,472,474,476,478,480,482,485,487,489,491,493,495,497,499,501,504,506,508,510,513,515,517],{"class":38,"line":97},[36,471,239],{"class":42},[36,473,64],{"class":49},[36,475,244],{"class":124},[36,477,57],{"class":49},[36,479,60],{"class":42},[36,481,64],{"class":63},[36,483,484],{"class":67},"file",[36,486,57],{"class":63},[36,488,258],{"class":42},[36,490,64],{"class":49},[36,492,484],{"class":124},[36,494,57],{"class":49},[36,496,60],{"class":42},[36,498,308],{"class":42},[36,500,64],{"class":49},[36,502,503],{"class":313},"file_data",[36,505,57],{"class":49},[36,507,60],{"class":42},[36,509,64],{"class":63},[36,511,512],{"class":67},"https:\u002F\u002Fcdn.memtensor.com.cn\u002Ffile\u002FMemOS 2.pdf",[36,514,57],{"class":63},[36,516,328],{"class":42},[36,518,331],{"class":42},[36,520,521],{"class":38,"line":112},[36,522,170],{"class":42},[36,524,525],{"class":38,"line":118},[36,526,176],{"class":42},[11,528,529,530,532],{},"如果上传本地文档，也可以将 ",[33,531,503],{}," 设置为 Base64 字符串。",[11,534,535,537],{},[180,536,182],{},"：从报告中提取结论、从需求文档中沉淀约束、从政策资料中记录规则，或从配置文件中保留关键设定。",[185,539],{},[15,541],{},[18,543,545],{"id":544},"_4-工具调用tool-call","4. 工具调用（Tool Call）",[11,547,548],{},"Agent 的工具调用决策和返回结果。MemOS 会生成工具记忆，帮助 Agent 更稳定地调用工具。",[26,550,552],{"className":28,"code":551,"language":30,"meta":31,"style":31},"{\n  \"messages\": [\n    {\n      \"role\": \"assistant\",\n      \"tool_calls\": [{ \"id\": \"call_123\", \"type\": \"function\", \"function\": { \"name\": \"get_weather\", \"arguments\": \"{\\\"location\\\":\\\"Beijing\\\"}\" } }]\n    },\n    {\n      \"role\": \"tool\",\n      \"tool_call_id\": \"call_123\",\n      \"content\": [{ \"type\": \"text\", \"text\": \"{\\\"temperature\\\":\\\"7°C\\\"}\" }]\n    }\n  ]\n}\n",[33,553,554,558,570,574,593,713,718,722,741,760,822,827,832],{"__ignoreMap":31},[36,555,556],{"class":38,"line":39},[36,557,43],{"class":42},[36,559,560,562,564,566,568],{"class":38,"line":46},[36,561,50],{"class":49},[36,563,102],{"class":53},[36,565,57],{"class":49},[36,567,60],{"class":42},[36,569,109],{"class":42},[36,571,572],{"class":38,"line":76},[36,573,115],{"class":42},[36,575,576,578,580,582,584,586,589,591],{"class":38,"line":97},[36,577,121],{"class":49},[36,579,125],{"class":124},[36,581,57],{"class":49},[36,583,60],{"class":42},[36,585,64],{"class":63},[36,587,588],{"class":67},"assistant",[36,590,57],{"class":63},[36,592,73],{"class":42},[36,594,595,597,600,602,604,607,609,612,614,616,618,621,623,625,627,629,631,633,635,638,640,642,644,646,648,650,652,654,658,660,662,664,667,669,671,673,676,678,680,682,685,689,692,694,696,698,701,703,706,708,710],{"class":38,"line":112},[36,596,121],{"class":49},[36,598,599],{"class":124},"tool_calls",[36,601,57],{"class":49},[36,603,60],{"class":42},[36,605,606],{"class":42}," [{",[36,608,64],{"class":49},[36,610,611],{"class":313},"id",[36,613,57],{"class":49},[36,615,60],{"class":42},[36,617,64],{"class":63},[36,619,620],{"class":67},"call_123",[36,622,57],{"class":63},[36,624,258],{"class":42},[36,626,64],{"class":49},[36,628,244],{"class":313},[36,630,57],{"class":49},[36,632,60],{"class":42},[36,634,64],{"class":63},[36,636,637],{"class":67},"function",[36,639,57],{"class":63},[36,641,258],{"class":42},[36,643,64],{"class":49},[36,645,637],{"class":313},[36,647,57],{"class":49},[36,649,60],{"class":42},[36,651,308],{"class":42},[36,653,64],{"class":49},[36,655,657],{"class":656},"sw4Oa","name",[36,659,57],{"class":49},[36,661,60],{"class":42},[36,663,64],{"class":63},[36,665,666],{"class":67},"get_weather",[36,668,57],{"class":63},[36,670,258],{"class":42},[36,672,64],{"class":49},[36,674,675],{"class":656},"arguments",[36,677,57],{"class":49},[36,679,60],{"class":42},[36,681,64],{"class":63},[36,683,684],{"class":67},"{",[36,686,688],{"class":687},"seOsA","\\\"",[36,690,691],{"class":67},"location",[36,693,688],{"class":687},[36,695,60],{"class":67},[36,697,688],{"class":687},[36,699,700],{"class":67},"Beijing",[36,702,688],{"class":687},[36,704,705],{"class":67},"}",[36,707,57],{"class":63},[36,709,328],{"class":42},[36,711,712],{"class":42}," }]\n",[36,714,715],{"class":38,"line":118},[36,716,717],{"class":42},"    },\n",[36,719,720],{"class":38,"line":141},[36,721,115],{"class":42},[36,723,724,726,728,730,732,734,737,739],{"class":38,"line":161},[36,725,121],{"class":49},[36,727,125],{"class":124},[36,729,57],{"class":49},[36,731,60],{"class":42},[36,733,64],{"class":63},[36,735,736],{"class":67},"tool",[36,738,57],{"class":63},[36,740,73],{"class":42},[36,742,743,745,748,750,752,754,756,758],{"class":38,"line":167},[36,744,121],{"class":49},[36,746,747],{"class":124},"tool_call_id",[36,749,57],{"class":49},[36,751,60],{"class":42},[36,753,64],{"class":63},[36,755,620],{"class":67},[36,757,57],{"class":63},[36,759,73],{"class":42},[36,761,762,764,766,768,770,772,774,776,778,780,782,784,786,788,790,792,794,796,798,800,802,805,807,809,811,814,816,818,820],{"class":38,"line":173},[36,763,121],{"class":49},[36,765,146],{"class":124},[36,767,57],{"class":49},[36,769,60],{"class":42},[36,771,606],{"class":42},[36,773,64],{"class":49},[36,775,244],{"class":313},[36,777,57],{"class":49},[36,779,60],{"class":42},[36,781,64],{"class":63},[36,783,253],{"class":67},[36,785,57],{"class":63},[36,787,258],{"class":42},[36,789,64],{"class":49},[36,791,253],{"class":313},[36,793,57],{"class":49},[36,795,60],{"class":42},[36,797,64],{"class":63},[36,799,684],{"class":67},[36,801,688],{"class":687},[36,803,804],{"class":67},"temperature",[36,806,688],{"class":687},[36,808,60],{"class":67},[36,810,688],{"class":687},[36,812,813],{"class":67},"7°C",[36,815,688],{"class":687},[36,817,705],{"class":67},[36,819,57],{"class":63},[36,821,712],{"class":42},[36,823,825],{"class":38,"line":824},11,[36,826,164],{"class":42},[36,828,830],{"class":38,"line":829},12,[36,831,170],{"class":42},[36,833,835],{"class":38,"line":834},13,[36,836,176],{"class":42},[11,838,839,841,842,847],{},[180,840,182],{},"：记录工具选择、参数和返回结果，提升后续调用成功率。详见 ",[843,844,846],"a",{"href":845},"\u002Fcn\u002Fmemos_cloud\u002Ffeatures\u002Ftool_calling","工具记忆","。",[185,849],{},[15,851],{},[18,853,855],{"id":854},"_5-自然语言反馈","5. 自然语言反馈",[11,857,858],{},"用户对回答、记忆或知识的纠错与补充。直接传入反馈文本即可，无需定位具体记忆。",[26,860,862],{"className":28,"code":861,"language":30,"meta":31,"style":31},"{\n  \"user_id\": \"memos_user_123\",\n  \"feedback_content\": \"办公类软件的采购上限是600元，而不是800元。\",\n  \"allow_knowledgebase_ids\": [\"kb_xxx\"]\n}\n",[33,863,864,868,886,906,930],{"__ignoreMap":31},[36,865,866],{"class":38,"line":39},[36,867,43],{"class":42},[36,869,870,872,874,876,878,880,882,884],{"class":38,"line":46},[36,871,50],{"class":49},[36,873,54],{"class":53},[36,875,57],{"class":49},[36,877,60],{"class":42},[36,879,64],{"class":63},[36,881,68],{"class":67},[36,883,57],{"class":63},[36,885,73],{"class":42},[36,887,888,890,893,895,897,899,902,904],{"class":38,"line":76},[36,889,50],{"class":49},[36,891,892],{"class":53},"feedback_content",[36,894,57],{"class":49},[36,896,60],{"class":42},[36,898,64],{"class":63},[36,900,901],{"class":67},"办公类软件的采购上限是600元，而不是800元。",[36,903,57],{"class":63},[36,905,73],{"class":42},[36,907,908,910,913,915,917,920,922,925,927],{"class":38,"line":97},[36,909,50],{"class":49},[36,911,912],{"class":53},"allow_knowledgebase_ids",[36,914,57],{"class":49},[36,916,60],{"class":42},[36,918,919],{"class":42}," [",[36,921,57],{"class":63},[36,923,924],{"class":67},"kb_xxx",[36,926,57],{"class":63},[36,928,929],{"class":42},"]\n",[36,931,932],{"class":38,"line":112},[36,933,176],{"class":42},[11,935,936,938,939,847],{},[180,937,182],{},"：修正错误记忆、更新过期信息、补充遗漏内容。详见 ",[843,940,942],{"href":941},"\u002Fcn\u002Fmemos_cloud\u002Fmem_operations\u002Fadd_feedback","Add Feedback",[185,944],{},[15,946],{},[18,948,950],{"id":949},"_6-知识库与-skill","6. 知识库与 Skill",[11,952,953],{},"项目级知识文档或 Agent 技能包。与用户记忆分开管理。",[26,955,957],{"className":28,"code":956,"language":30,"meta":31,"style":31},"{\n  \"knowledgebase_id\": \"kb_xxx\",\n  \"file\": [\n    { \"type\": \"document\", \"content\": \"https:\u002F\u002Fcdn.memtensor.com.cn\u002Ffile\u002FMemOS 2.pdf\" },\n    { \"type\": \"skill\", \"name\": \"退货流程.md\", \"content\": \"data:text\u002Fmarkdown;base64,{base64_skill}\" }\n  ]\n}\n",[33,958,959,963,982,994,1031,1086,1090],{"__ignoreMap":31},[36,960,961],{"class":38,"line":39},[36,962,43],{"class":42},[36,964,965,967,970,972,974,976,978,980],{"class":38,"line":46},[36,966,50],{"class":49},[36,968,969],{"class":53},"knowledgebase_id",[36,971,57],{"class":49},[36,973,60],{"class":42},[36,975,64],{"class":63},[36,977,924],{"class":67},[36,979,57],{"class":63},[36,981,73],{"class":42},[36,983,984,986,988,990,992],{"class":38,"line":76},[36,985,50],{"class":49},[36,987,484],{"class":53},[36,989,57],{"class":49},[36,991,60],{"class":42},[36,993,109],{"class":42},[36,995,996,998,1000,1002,1004,1006,1008,1011,1013,1015,1017,1019,1021,1023,1025,1027,1029],{"class":38,"line":97},[36,997,239],{"class":42},[36,999,64],{"class":49},[36,1001,244],{"class":124},[36,1003,57],{"class":49},[36,1005,60],{"class":42},[36,1007,64],{"class":63},[36,1009,1010],{"class":67},"document",[36,1012,57],{"class":63},[36,1014,258],{"class":42},[36,1016,64],{"class":49},[36,1018,146],{"class":124},[36,1020,57],{"class":49},[36,1022,60],{"class":42},[36,1024,64],{"class":63},[36,1026,512],{"class":67},[36,1028,57],{"class":63},[36,1030,276],{"class":42},[36,1032,1033,1035,1037,1039,1041,1043,1045,1048,1050,1052,1054,1056,1058,1060,1062,1065,1067,1069,1071,1073,1075,1077,1079,1082,1084],{"class":38,"line":112},[36,1034,239],{"class":42},[36,1036,64],{"class":49},[36,1038,244],{"class":124},[36,1040,57],{"class":49},[36,1042,60],{"class":42},[36,1044,64],{"class":63},[36,1046,1047],{"class":67},"skill",[36,1049,57],{"class":63},[36,1051,258],{"class":42},[36,1053,64],{"class":49},[36,1055,657],{"class":124},[36,1057,57],{"class":49},[36,1059,60],{"class":42},[36,1061,64],{"class":63},[36,1063,1064],{"class":67},"退货流程.md",[36,1066,57],{"class":63},[36,1068,258],{"class":42},[36,1070,64],{"class":49},[36,1072,146],{"class":124},[36,1074,57],{"class":49},[36,1076,60],{"class":42},[36,1078,64],{"class":63},[36,1080,1081],{"class":67},"data:text\u002Fmarkdown;base64,{base64_skill}",[36,1083,57],{"class":63},[36,1085,331],{"class":42},[36,1087,1088],{"class":38,"line":118},[36,1089,170],{"class":42},[36,1091,1092],{"class":38,"line":141},[36,1093,176],{"class":42},[11,1095,1096,1098,1099,1103,1104,847],{},[180,1097,182],{},"：导入产品文档、政策制度、SOP、FAQ，或上传 Agent 技能包。详见 ",[843,1100,1102],{"href":1101},"\u002Fcn\u002Fmemos_cloud\u002Ffeatures\u002Fknowledge_base","知识库"," 和 ",[843,1105,1107],{"href":1106},"\u002Fcn\u002Fmemos_cloud\u002Ffeatures\u002Fskill","技能 Skill",[185,1109],{},[15,1111],{},[18,1113,1115],{"id":1114},"_7-内容限制","7. 内容限制",[1117,1118,1119,1132],"table",{},[1120,1121,1122],"thead",{},[1123,1124,1125,1129],"tr",{},[1126,1127,1128],"th",{},"类型",[1126,1130,1131],{},"限制",[1133,1134,1135,1144,1152,1160,1167,1175],"tbody",{},[1123,1136,1137,1141],{},[1138,1139,1140],"td",{},"文本消息",[1138,1142,1143],{},"单次 40,000 tokens",[1123,1145,1146,1149],{},[1138,1147,1148],{},"文件",[1138,1150,1151],{},"支持 URL 和 Base64，单次 ≤ 20 个，单文件 ≤ 100 MB \u002F 500 页",[1123,1153,1154,1157],{},[1138,1155,1156],{},"图片",[1138,1158,1159],{},"支持 URL 和 Base64 data URL",[1123,1161,1162,1165],{},[1138,1163,1164],{},"知识库文档",[1138,1166,1151],{},[1123,1168,1169,1172],{},[1138,1170,1171],{},"Skill 单文件",[1138,1173,1174],{},"支持 URL 和 Base64，≤ 100 KB，需包含 name 和 description",[1123,1176,1177,1180],{},[1138,1178,1179],{},"Skill ZIP 包",[1138,1181,1182],{},"支持 URL 和 Base64，≤ 20 MB，解压后 ≤ 200 文件，需含 SKILL.md",[185,1184],{},[15,1186],{},[18,1188,1190],{"id":1189},"_8-接口总览","8. 接口总览",[1117,1192,1193,1206],{},[1120,1194,1195],{},[1123,1196,1197,1200,1203],{},[1126,1198,1199],{},"入口",[1126,1201,1202],{},"可传入的内容",[1126,1204,1205],{},"典型用途",[1133,1207,1208,1221,1234,1247,1260],{},[1123,1209,1210,1215,1218],{},[1138,1211,1212],{},[33,1213,1214],{},"add\u002Fmessage",[1138,1216,1217],{},"文本、图片、文档、Tool Call",[1138,1219,1220],{},"写入用户记忆（事实、偏好、工具经验等）",[1123,1222,1223,1228,1231],{},[1138,1224,1225],{},[33,1226,1227],{},"chat",[1138,1229,1230],{},"用户本轮问题",[1138,1232,1233],{},"自动召回记忆 + 生成回答 + 写入新对话",[1123,1235,1236,1241,1244],{},[1138,1237,1238],{},[33,1239,1240],{},"extract\u002Fmemory",[1138,1242,1243],{},"纯文本消息",[1138,1245,1246],{},"只抽取事实\u002F偏好，不写入长期记忆库",[1123,1248,1249,1254,1257],{},[1138,1250,1251],{},[33,1252,1253],{},"add\u002Ffeedback",[1138,1255,1256],{},"自然语言反馈",[1138,1258,1259],{},"修正或补充已有记忆",[1123,1261,1262,1267,1270],{},[1138,1263,1264],{},[33,1265,1266],{},"add\u002Fknowledgebase-file",[1138,1268,1269],{},"知识文档、Skill 文件",[1138,1271,1272],{},"建立项目知识库和 Agent 技能库",[185,1274],{},[15,1276],{},[18,1278,1280],{"id":1279},"_9-探索不同接口","9. 探索不同接口",[1282,1283,1284,1293,1301,1307],"card-group",{},[1285,1286,1290],"card",{"icon":1287,"title":1288,"to":1289},"i-ri-message-3-line","Add Message","\u002Fcn\u002Fmemos_cloud\u002Fmem_operations\u002Fadd_message",[11,1291,1292],{},"写入文本、图片、文档和 Tool Call",[1285,1294,1298],{"icon":1295,"title":1296,"to":1297},"i-ri-chat-history-line","Chat","\u002Fcn\u002Fmemos_cloud\u002Fmem_operations\u002Fchat",[11,1299,1300],{},"使用带记忆召回的对话接口",[1285,1302,1304],{"icon":1303,"title":1102,"to":1101},"i-ri-book-read-line",[11,1305,1306],{},"管理项目文档、政策资料和 SOP",[1285,1308,1310],{"icon":1309,"title":942,"to":941},"i-ri-feedback-line",[11,1311,1312],{},"修正错误记忆或补充遗漏信息",[1314,1315,1316],"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 .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 .smon8, html code.shiki .smon8{--shiki-light:#E2931D;--shiki-default:#024C1A;--shiki-dark:#7EE787}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: 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.seOsA{--shiki-light:#90A4AE;--shiki-default:#A0111F;--shiki-dark:#FF7B72}",{"title":31,"searchDepth":46,"depth":46,"links":1318},[1319,1320,1321,1322,1323,1324,1325,1326,1327],{"id":20,"depth":46,"text":21},{"id":191,"depth":46,"text":192},{"id":424,"depth":46,"text":425},{"id":544,"depth":46,"text":545},{"id":854,"depth":46,"text":855},{"id":949,"depth":46,"text":950},{"id":1114,"depth":46,"text":1115},{"id":1189,"depth":46,"text":1190},{"id":1279,"depth":46,"text":1280},"MemOS 支持基于不同种类的原始内容，生成记忆。","md",{},"\u002Fcn\u002Fmemos_cloud\u002Fintroduction\u002Fraw_inputs",{"title":5,"description":13},"cn\u002Fmemos_cloud\u002Fintroduction\u002Fraw_inputs","zkdL-BvyGrjc_wypbVWC5wQfv7-XLnAI3EQzRvIAsUs",[1336,1344],{"title":1337,"path":1338,"stem":1339,"icon":1340,"framework":6,"module":6,"class":1341,"target":-1,"active":1342,"defaultOpen":1342,"children":-1,"description":1343},"算法原理概述","\u002Fcn\u002Fmemos_cloud\u002Fintroduction\u002Falgorithm","memos_cloud\u002Fintroduction\u002Falgorithm","i-ri-cpu-line",[],false,"让大模型从一次性对话工具，进化为真正具有长期记忆和自适应能力的智能体。",{"title":1345,"path":1346,"stem":1347,"icon":1348,"framework":6,"module":6,"class":1349,"target":-1,"active":1342,"defaultOpen":1342,"children":-1,"description":1350},"记忆种类","\u002Fcn\u002Fmemos_cloud\u002Fintroduction\u002Fmemory_types","memos_cloud\u002Fintroduction\u002Fmemory_types","i-ri-stack-line",[],"解释 MemOS 生成并使用的不同种类的记忆。",1781252498780]