[{"data":1,"prerenderedAt":2269},["ShallowReactive",2],{"\u002Fcn\u002Fself_developed_model\u002Fextraction_usage_example":3,"surround-\u002Fcn\u002Fself_developed_model\u002Fextraction_usage_example":2268},{"id":4,"title":5,"avatar":6,"banner":6,"body":7,"category":6,"desc":2260,"description":2261,"extension":2262,"links":6,"meta":2263,"navigation":6,"path":2264,"seo":2265,"stem":2266,"__hash__":2267},"docs\u002Fcn\u002Fself_developed_model\u002Fextraction_usage_example.md","使用示例",null,{"type":8,"value":9,"toc":2251},"minimark",[10,19,43,45,49,52,74,76,79,86,89,177,179,182,1380,1382,1386,2104,2106,2109,2143,2145,2149,2247],[11,12,13,14,18],"p",{},"MemOS 提供记忆抽取接口，基于自研 ",[15,16,17],"strong",{},"memos-extractor-0.6b"," 小模型，开发者可直接传入对话内容，一键提取事实记忆与偏好记忆。",[20,21,25],"callout",{"className":22,"color":24},[23],"extraction-usage-api-hint","warning",[11,26,27,28,33,34,37,38,42],{},"接口字段与 OpenAPI 说明：",[29,30,32],"a",{"href":31},"\u002Fcn\u002Fapi_docs\u002Fcore\u002Fextract_memory","Extract Memory","。",[35,36],"br",{},"\n鉴权、Base URL 与调用方式与 ",[29,39,41],{"href":40},"\u002Fcn\u002Fmemos_cloud\u002Fquick_start","MemOS Cloud 快速开始"," 一致。",[35,44],{},[46,47,48],"h2",{"id":48},"何时使用记忆抽取模型",[11,50,51],{},"记忆抽取接口适用于以下场景：",[53,54,55,62,68],"ul",{},[56,57,58,61],"li",{},[15,59,60],{},"轻量级记忆提取","：无需部署完整的 add\u002Fmessage 流程，直接从对话中提取结构化记忆。",[56,63,64,67],{},[15,65,66],{},"低延迟高频调用","：基于 0.6B 自研小模型，适合对延迟敏感、调用频繁的业务场景。",[56,69,70,73],{},[15,71,72],{},"灵活的抽取控制","：可按需选择抽取事实记忆、偏好记忆或全部，满足不同业务需求。",[35,75],{},[46,77,78],{"id":78},"工作原理",[11,80,81],{},[82,83],"img",{"alt":84,"src":85},"记忆抽取流程","https:\u002F\u002Fcdn.memtensor.com.cn\u002Fimg\u002F1775554708977_az90s6_compressed.png",[11,87,88],{},"抽取模型的完整调用流程可分为以下步骤：",[90,91,92,113,121,153,161,169],"ol",{},[56,93,94,97,99,100,104,105,108,109,112],{},[15,95,96],{},"数据输入（Data Input）",[35,98],{},"\n开发者传入原始对话数据（",[101,102,103],"code",{},"messages","），每条消息包含 ",[101,106,107],{},"role"," 与 ",[101,110,111],{},"content"," 字段。",[56,114,115,118,120],{},[15,116,117],{},"格式化与清洗（Format & Clean Processing）",[35,119],{},"\n对话内容经格式化处理，统一为标准格式；同时进行语言检测，识别对话所使用的语言。",[56,122,123,126,128,129,132,133],{},[15,124,125],{},"任务与语言选择（Task & Language Selector）",[35,127],{},"\n根据 ",[101,130,131],{},"extraction_types"," 与检测到的语言，进入对应的抽取分支：",[53,134,135,141,147],{},[56,136,137,140],{},[15,138,139],{},"Memory Reader","：事实记忆抽取",[56,142,143,146],{},[15,144,145],{},"Explicit Preference","：显性偏好抽取",[56,148,149,152],{},[15,150,151],{},"Implicit Preference","：隐性偏好抽取",[56,154,155,158,160],{},[15,156,157],{},"Prompt 构建（Builder）",[35,159],{},"\n将当前分支所需的 Prompt 模板组装为最终推理请求。",[56,162,163,166,168],{},[15,164,165],{},"API 调用（API Call）",[35,167],{},"\n按约定格式请求 memos-extractor-0.6b 模型完成推理。",[56,170,171,174,176],{},[15,172,173],{},"返回结果（Final Results）",[35,175],{},"\n模型返回结构化结果，包含事实记忆列表和\u002F或偏好记忆列表（随请求中的抽取类型而定）。",[35,178],{},[46,180,181],{"id":181},"快速上手",[183,184,185,681,991],"code-group",{},[186,187,193],"pre",{"className":188,"code":189,"filename":190,"language":191,"meta":192,"style":192},"language-python shiki shiki-themes material-theme-lighter material-theme material-theme-palenight","import os, json, requests\n\nos.environ[\"MEMOS_API_KEY\"] = \"YOUR_API_KEY\"\nos.environ[\"MEMOS_BASE_URL\"] = \"https:\u002F\u002Fmemos.memtensor.cn\u002Fapi\u002Fopenmem\u002Fv1\"\n\ndata = {\n    \"messages\": [\n        {\"role\": \"system\", \"content\": \"从对话中提取关键记忆。\"},\n        {\"role\": \"user\", \"content\": \"我叫张三，28岁，杭州后端，喜欢羽毛球。\"},\n        {\"role\": \"assistant\", \"content\": \"你好张三！\"},\n        {\"role\": \"user\", \"content\": \"回复尽量简洁，别太啰嗦。\"},\n    ]\n}\nheaders = {\"Content-Type\": \"application\u002Fjson\", \"Authorization\": f\"Token {os.environ['MEMOS_API_KEY']}\"}\nurl = f\"{os.environ['MEMOS_BASE_URL']}\u002Fextract\u002Fmemory\"\nres = requests.post(url, headers=headers, data=json.dumps(data))\nprint(res.json())\n","事实 + 偏好","python","",[101,194,195,220,227,267,296,301,313,329,370,409,448,486,492,498,571,606,663],{"__ignoreMap":192},[196,197,200,204,208,212,215,217],"span",{"class":198,"line":199},"line",1,[196,201,203],{"class":202},"s7zQu","import",[196,205,207],{"class":206},"sTEyZ"," os",[196,209,211],{"class":210},"sMK4o",",",[196,213,214],{"class":206}," json",[196,216,211],{"class":210},[196,218,219],{"class":206}," requests\n",[196,221,223],{"class":198,"line":222},2,[196,224,226],{"emptyLinePlaceholder":225},true,"\n",[196,228,230,233,236,240,243,246,250,252,255,258,261,264],{"class":198,"line":229},3,[196,231,232],{"class":206},"os",[196,234,235],{"class":210},".",[196,237,239],{"class":238},"swJcz","environ",[196,241,242],{"class":210},"[",[196,244,245],{"class":210},"\"",[196,247,249],{"class":248},"sfazB","MEMOS_API_KEY",[196,251,245],{"class":210},[196,253,254],{"class":210},"]",[196,256,257],{"class":210}," =",[196,259,260],{"class":210}," \"",[196,262,263],{"class":248},"YOUR_API_KEY",[196,265,266],{"class":210},"\"\n",[196,268,270,272,274,276,278,280,283,285,287,289,291,294],{"class":198,"line":269},4,[196,271,232],{"class":206},[196,273,235],{"class":210},[196,275,239],{"class":238},[196,277,242],{"class":210},[196,279,245],{"class":210},[196,281,282],{"class":248},"MEMOS_BASE_URL",[196,284,245],{"class":210},[196,286,254],{"class":210},[196,288,257],{"class":210},[196,290,260],{"class":210},[196,292,293],{"class":248},"https:\u002F\u002Fmemos.memtensor.cn\u002Fapi\u002Fopenmem\u002Fv1",[196,295,266],{"class":210},[196,297,299],{"class":198,"line":298},5,[196,300,226],{"emptyLinePlaceholder":225},[196,302,304,307,310],{"class":198,"line":303},6,[196,305,306],{"class":206},"data ",[196,308,309],{"class":210},"=",[196,311,312],{"class":210}," {\n",[196,314,316,319,321,323,326],{"class":198,"line":315},7,[196,317,318],{"class":210},"    \"",[196,320,103],{"class":248},[196,322,245],{"class":210},[196,324,325],{"class":210},":",[196,327,328],{"class":210}," [\n",[196,330,332,335,337,339,341,343,345,348,350,352,354,356,358,360,362,365,367],{"class":198,"line":331},8,[196,333,334],{"class":210},"        {",[196,336,245],{"class":210},[196,338,107],{"class":248},[196,340,245],{"class":210},[196,342,325],{"class":210},[196,344,260],{"class":210},[196,346,347],{"class":248},"system",[196,349,245],{"class":210},[196,351,211],{"class":210},[196,353,260],{"class":210},[196,355,111],{"class":248},[196,357,245],{"class":210},[196,359,325],{"class":210},[196,361,260],{"class":210},[196,363,364],{"class":248},"从对话中提取关键记忆。",[196,366,245],{"class":210},[196,368,369],{"class":210},"},\n",[196,371,373,375,377,379,381,383,385,388,390,392,394,396,398,400,402,405,407],{"class":198,"line":372},9,[196,374,334],{"class":210},[196,376,245],{"class":210},[196,378,107],{"class":248},[196,380,245],{"class":210},[196,382,325],{"class":210},[196,384,260],{"class":210},[196,386,387],{"class":248},"user",[196,389,245],{"class":210},[196,391,211],{"class":210},[196,393,260],{"class":210},[196,395,111],{"class":248},[196,397,245],{"class":210},[196,399,325],{"class":210},[196,401,260],{"class":210},[196,403,404],{"class":248},"我叫张三，28岁，杭州后端，喜欢羽毛球。",[196,406,245],{"class":210},[196,408,369],{"class":210},[196,410,412,414,416,418,420,422,424,427,429,431,433,435,437,439,441,444,446],{"class":198,"line":411},10,[196,413,334],{"class":210},[196,415,245],{"class":210},[196,417,107],{"class":248},[196,419,245],{"class":210},[196,421,325],{"class":210},[196,423,260],{"class":210},[196,425,426],{"class":248},"assistant",[196,428,245],{"class":210},[196,430,211],{"class":210},[196,432,260],{"class":210},[196,434,111],{"class":248},[196,436,245],{"class":210},[196,438,325],{"class":210},[196,440,260],{"class":210},[196,442,443],{"class":248},"你好张三！",[196,445,245],{"class":210},[196,447,369],{"class":210},[196,449,451,453,455,457,459,461,463,465,467,469,471,473,475,477,479,482,484],{"class":198,"line":450},11,[196,452,334],{"class":210},[196,454,245],{"class":210},[196,456,107],{"class":248},[196,458,245],{"class":210},[196,460,325],{"class":210},[196,462,260],{"class":210},[196,464,387],{"class":248},[196,466,245],{"class":210},[196,468,211],{"class":210},[196,470,260],{"class":210},[196,472,111],{"class":248},[196,474,245],{"class":210},[196,476,325],{"class":210},[196,478,260],{"class":210},[196,480,481],{"class":248},"回复尽量简洁，别太啰嗦。",[196,483,245],{"class":210},[196,485,369],{"class":210},[196,487,489],{"class":198,"line":488},12,[196,490,491],{"class":210},"    ]\n",[196,493,495],{"class":198,"line":494},13,[196,496,497],{"class":210},"}\n",[196,499,501,504,506,509,511,514,516,518,520,523,525,527,529,532,534,536,540,543,547,549,551,553,555,558,560,562,564,567,569],{"class":198,"line":500},14,[196,502,503],{"class":206},"headers ",[196,505,309],{"class":210},[196,507,508],{"class":210}," {",[196,510,245],{"class":210},[196,512,513],{"class":248},"Content-Type",[196,515,245],{"class":210},[196,517,325],{"class":210},[196,519,260],{"class":210},[196,521,522],{"class":248},"application\u002Fjson",[196,524,245],{"class":210},[196,526,211],{"class":210},[196,528,260],{"class":210},[196,530,531],{"class":248},"Authorization",[196,533,245],{"class":210},[196,535,325],{"class":210},[196,537,539],{"class":538},"spNyl"," f",[196,541,542],{"class":248},"\"Token ",[196,544,546],{"class":545},"sbssI","{",[196,548,232],{"class":206},[196,550,235],{"class":210},[196,552,239],{"class":238},[196,554,242],{"class":210},[196,556,557],{"class":210},"'",[196,559,249],{"class":248},[196,561,557],{"class":210},[196,563,254],{"class":210},[196,565,566],{"class":545},"}",[196,568,245],{"class":248},[196,570,497],{"class":210},[196,572,574,577,579,581,583,585,587,589,591,593,595,597,599,601,603],{"class":198,"line":573},15,[196,575,576],{"class":206},"url ",[196,578,309],{"class":210},[196,580,539],{"class":538},[196,582,245],{"class":248},[196,584,546],{"class":545},[196,586,232],{"class":206},[196,588,235],{"class":210},[196,590,239],{"class":238},[196,592,242],{"class":210},[196,594,557],{"class":210},[196,596,282],{"class":248},[196,598,557],{"class":210},[196,600,254],{"class":210},[196,602,566],{"class":545},[196,604,605],{"class":248},"\u002Fextract\u002Fmemory\"\n",[196,607,609,612,614,617,619,623,626,629,631,635,637,640,642,645,647,650,652,655,657,660],{"class":198,"line":608},16,[196,610,611],{"class":206},"res ",[196,613,309],{"class":210},[196,615,616],{"class":206}," requests",[196,618,235],{"class":210},[196,620,622],{"class":621},"s2Zo4","post",[196,624,625],{"class":210},"(",[196,627,628],{"class":621},"url",[196,630,211],{"class":210},[196,632,634],{"class":633},"sHdIc"," headers",[196,636,309],{"class":210},[196,638,639],{"class":621},"headers",[196,641,211],{"class":210},[196,643,644],{"class":633}," data",[196,646,309],{"class":210},[196,648,649],{"class":621},"json",[196,651,235],{"class":210},[196,653,654],{"class":621},"dumps",[196,656,625],{"class":210},[196,658,659],{"class":621},"data",[196,661,662],{"class":210},"))\n",[196,664,666,669,671,674,676,678],{"class":198,"line":665},17,[196,667,668],{"class":621},"print",[196,670,625],{"class":210},[196,672,673],{"class":621},"res",[196,675,235],{"class":210},[196,677,649],{"class":621},[196,679,680],{"class":210},"())\n",[186,682,685],{"className":188,"code":683,"filename":684,"language":191,"meta":192,"style":192},"import os, json, requests\n\nos.environ[\"MEMOS_API_KEY\"] = \"YOUR_API_KEY\"\nos.environ[\"MEMOS_BASE_URL\"] = \"https:\u002F\u002Fmemos.memtensor.cn\u002Fapi\u002Fopenmem\u002Fv1\"\n\ndata = {\n    \"messages\": [{\"role\": \"user\", \"content\": \"下周三去北京出差，住朝阳全季。\"}],\n    \"extraction_types\": [\"memory\"],\n}\nheaders = {\"Content-Type\": \"application\u002Fjson\", \"Authorization\": f\"Token {os.environ['MEMOS_API_KEY']}\"}\nurl = f\"{os.environ['MEMOS_BASE_URL']}\u002Fextract\u002Fmemory\"\nres = requests.post(url, headers=headers, data=json.dumps(data))\nprint(res.json())\n","仅事实",[101,686,687,701,705,731,757,761,769,816,839,843,903,935,977],{"__ignoreMap":192},[196,688,689,691,693,695,697,699],{"class":198,"line":199},[196,690,203],{"class":202},[196,692,207],{"class":206},[196,694,211],{"class":210},[196,696,214],{"class":206},[196,698,211],{"class":210},[196,700,219],{"class":206},[196,702,703],{"class":198,"line":222},[196,704,226],{"emptyLinePlaceholder":225},[196,706,707,709,711,713,715,717,719,721,723,725,727,729],{"class":198,"line":229},[196,708,232],{"class":206},[196,710,235],{"class":210},[196,712,239],{"class":238},[196,714,242],{"class":210},[196,716,245],{"class":210},[196,718,249],{"class":248},[196,720,245],{"class":210},[196,722,254],{"class":210},[196,724,257],{"class":210},[196,726,260],{"class":210},[196,728,263],{"class":248},[196,730,266],{"class":210},[196,732,733,735,737,739,741,743,745,747,749,751,753,755],{"class":198,"line":269},[196,734,232],{"class":206},[196,736,235],{"class":210},[196,738,239],{"class":238},[196,740,242],{"class":210},[196,742,245],{"class":210},[196,744,282],{"class":248},[196,746,245],{"class":210},[196,748,254],{"class":210},[196,750,257],{"class":210},[196,752,260],{"class":210},[196,754,293],{"class":248},[196,756,266],{"class":210},[196,758,759],{"class":198,"line":298},[196,760,226],{"emptyLinePlaceholder":225},[196,762,763,765,767],{"class":198,"line":303},[196,764,306],{"class":206},[196,766,309],{"class":210},[196,768,312],{"class":210},[196,770,771,773,775,777,779,782,784,786,788,790,792,794,796,798,800,802,804,806,808,811,813],{"class":198,"line":315},[196,772,318],{"class":210},[196,774,103],{"class":248},[196,776,245],{"class":210},[196,778,325],{"class":210},[196,780,781],{"class":210}," [{",[196,783,245],{"class":210},[196,785,107],{"class":248},[196,787,245],{"class":210},[196,789,325],{"class":210},[196,791,260],{"class":210},[196,793,387],{"class":248},[196,795,245],{"class":210},[196,797,211],{"class":210},[196,799,260],{"class":210},[196,801,111],{"class":248},[196,803,245],{"class":210},[196,805,325],{"class":210},[196,807,260],{"class":210},[196,809,810],{"class":248},"下周三去北京出差，住朝阳全季。",[196,812,245],{"class":210},[196,814,815],{"class":210},"}],\n",[196,817,818,820,822,824,826,829,831,834,836],{"class":198,"line":331},[196,819,318],{"class":210},[196,821,131],{"class":248},[196,823,245],{"class":210},[196,825,325],{"class":210},[196,827,828],{"class":210}," [",[196,830,245],{"class":210},[196,832,833],{"class":248},"memory",[196,835,245],{"class":210},[196,837,838],{"class":210},"],\n",[196,840,841],{"class":198,"line":372},[196,842,497],{"class":210},[196,844,845,847,849,851,853,855,857,859,861,863,865,867,869,871,873,875,877,879,881,883,885,887,889,891,893,895,897,899,901],{"class":198,"line":411},[196,846,503],{"class":206},[196,848,309],{"class":210},[196,850,508],{"class":210},[196,852,245],{"class":210},[196,854,513],{"class":248},[196,856,245],{"class":210},[196,858,325],{"class":210},[196,860,260],{"class":210},[196,862,522],{"class":248},[196,864,245],{"class":210},[196,866,211],{"class":210},[196,868,260],{"class":210},[196,870,531],{"class":248},[196,872,245],{"class":210},[196,874,325],{"class":210},[196,876,539],{"class":538},[196,878,542],{"class":248},[196,880,546],{"class":545},[196,882,232],{"class":206},[196,884,235],{"class":210},[196,886,239],{"class":238},[196,888,242],{"class":210},[196,890,557],{"class":210},[196,892,249],{"class":248},[196,894,557],{"class":210},[196,896,254],{"class":210},[196,898,566],{"class":545},[196,900,245],{"class":248},[196,902,497],{"class":210},[196,904,905,907,909,911,913,915,917,919,921,923,925,927,929,931,933],{"class":198,"line":450},[196,906,576],{"class":206},[196,908,309],{"class":210},[196,910,539],{"class":538},[196,912,245],{"class":248},[196,914,546],{"class":545},[196,916,232],{"class":206},[196,918,235],{"class":210},[196,920,239],{"class":238},[196,922,242],{"class":210},[196,924,557],{"class":210},[196,926,282],{"class":248},[196,928,557],{"class":210},[196,930,254],{"class":210},[196,932,566],{"class":545},[196,934,605],{"class":248},[196,936,937,939,941,943,945,947,949,951,953,955,957,959,961,963,965,967,969,971,973,975],{"class":198,"line":488},[196,938,611],{"class":206},[196,940,309],{"class":210},[196,942,616],{"class":206},[196,944,235],{"class":210},[196,946,622],{"class":621},[196,948,625],{"class":210},[196,950,628],{"class":621},[196,952,211],{"class":210},[196,954,634],{"class":633},[196,956,309],{"class":210},[196,958,639],{"class":621},[196,960,211],{"class":210},[196,962,644],{"class":633},[196,964,309],{"class":210},[196,966,649],{"class":621},[196,968,235],{"class":210},[196,970,654],{"class":621},[196,972,625],{"class":210},[196,974,659],{"class":621},[196,976,662],{"class":210},[196,978,979,981,983,985,987,989],{"class":198,"line":494},[196,980,668],{"class":621},[196,982,625],{"class":210},[196,984,673],{"class":621},[196,986,235],{"class":210},[196,988,649],{"class":621},[196,990,680],{"class":210},[186,992,995],{"className":188,"code":993,"filename":994,"language":191,"meta":192,"style":192},"import os, json, requests\n\nos.environ[\"MEMOS_API_KEY\"] = \"YOUR_API_KEY\"\nos.environ[\"MEMOS_BASE_URL\"] = \"https:\u002F\u002Fmemos.memtensor.cn\u002Fapi\u002Fopenmem\u002Fv1\"\n\ndata = {\n    \"messages\": [\n        {\"role\": \"user\", \"content\": \"文档用 Markdown，代码块要高亮。\"},\n        {\"role\": \"assistant\", \"content\": \"好的。\"},\n        {\"role\": \"user\", \"content\": \"少用 emoji。\"},\n    ],\n    \"extraction_types\": [\"preference\"],\n}\nheaders = {\"Content-Type\": \"application\u002Fjson\", \"Authorization\": f\"Token {os.environ['MEMOS_API_KEY']}\"}\nurl = f\"{os.environ['MEMOS_BASE_URL']}\u002Fextract\u002Fmemory\"\nres = requests.post(url, headers=headers, data=json.dumps(data))\nprint(res.json())\n","仅偏好",[101,996,997,1011,1015,1041,1067,1071,1079,1091,1128,1165,1202,1207,1228,1232,1292,1324,1366],{"__ignoreMap":192},[196,998,999,1001,1003,1005,1007,1009],{"class":198,"line":199},[196,1000,203],{"class":202},[196,1002,207],{"class":206},[196,1004,211],{"class":210},[196,1006,214],{"class":206},[196,1008,211],{"class":210},[196,1010,219],{"class":206},[196,1012,1013],{"class":198,"line":222},[196,1014,226],{"emptyLinePlaceholder":225},[196,1016,1017,1019,1021,1023,1025,1027,1029,1031,1033,1035,1037,1039],{"class":198,"line":229},[196,1018,232],{"class":206},[196,1020,235],{"class":210},[196,1022,239],{"class":238},[196,1024,242],{"class":210},[196,1026,245],{"class":210},[196,1028,249],{"class":248},[196,1030,245],{"class":210},[196,1032,254],{"class":210},[196,1034,257],{"class":210},[196,1036,260],{"class":210},[196,1038,263],{"class":248},[196,1040,266],{"class":210},[196,1042,1043,1045,1047,1049,1051,1053,1055,1057,1059,1061,1063,1065],{"class":198,"line":269},[196,1044,232],{"class":206},[196,1046,235],{"class":210},[196,1048,239],{"class":238},[196,1050,242],{"class":210},[196,1052,245],{"class":210},[196,1054,282],{"class":248},[196,1056,245],{"class":210},[196,1058,254],{"class":210},[196,1060,257],{"class":210},[196,1062,260],{"class":210},[196,1064,293],{"class":248},[196,1066,266],{"class":210},[196,1068,1069],{"class":198,"line":298},[196,1070,226],{"emptyLinePlaceholder":225},[196,1072,1073,1075,1077],{"class":198,"line":303},[196,1074,306],{"class":206},[196,1076,309],{"class":210},[196,1078,312],{"class":210},[196,1080,1081,1083,1085,1087,1089],{"class":198,"line":315},[196,1082,318],{"class":210},[196,1084,103],{"class":248},[196,1086,245],{"class":210},[196,1088,325],{"class":210},[196,1090,328],{"class":210},[196,1092,1093,1095,1097,1099,1101,1103,1105,1107,1109,1111,1113,1115,1117,1119,1121,1124,1126],{"class":198,"line":331},[196,1094,334],{"class":210},[196,1096,245],{"class":210},[196,1098,107],{"class":248},[196,1100,245],{"class":210},[196,1102,325],{"class":210},[196,1104,260],{"class":210},[196,1106,387],{"class":248},[196,1108,245],{"class":210},[196,1110,211],{"class":210},[196,1112,260],{"class":210},[196,1114,111],{"class":248},[196,1116,245],{"class":210},[196,1118,325],{"class":210},[196,1120,260],{"class":210},[196,1122,1123],{"class":248},"文档用 Markdown，代码块要高亮。",[196,1125,245],{"class":210},[196,1127,369],{"class":210},[196,1129,1130,1132,1134,1136,1138,1140,1142,1144,1146,1148,1150,1152,1154,1156,1158,1161,1163],{"class":198,"line":372},[196,1131,334],{"class":210},[196,1133,245],{"class":210},[196,1135,107],{"class":248},[196,1137,245],{"class":210},[196,1139,325],{"class":210},[196,1141,260],{"class":210},[196,1143,426],{"class":248},[196,1145,245],{"class":210},[196,1147,211],{"class":210},[196,1149,260],{"class":210},[196,1151,111],{"class":248},[196,1153,245],{"class":210},[196,1155,325],{"class":210},[196,1157,260],{"class":210},[196,1159,1160],{"class":248},"好的。",[196,1162,245],{"class":210},[196,1164,369],{"class":210},[196,1166,1167,1169,1171,1173,1175,1177,1179,1181,1183,1185,1187,1189,1191,1193,1195,1198,1200],{"class":198,"line":411},[196,1168,334],{"class":210},[196,1170,245],{"class":210},[196,1172,107],{"class":248},[196,1174,245],{"class":210},[196,1176,325],{"class":210},[196,1178,260],{"class":210},[196,1180,387],{"class":248},[196,1182,245],{"class":210},[196,1184,211],{"class":210},[196,1186,260],{"class":210},[196,1188,111],{"class":248},[196,1190,245],{"class":210},[196,1192,325],{"class":210},[196,1194,260],{"class":210},[196,1196,1197],{"class":248},"少用 emoji。",[196,1199,245],{"class":210},[196,1201,369],{"class":210},[196,1203,1204],{"class":198,"line":450},[196,1205,1206],{"class":210},"    ],\n",[196,1208,1209,1211,1213,1215,1217,1219,1221,1224,1226],{"class":198,"line":488},[196,1210,318],{"class":210},[196,1212,131],{"class":248},[196,1214,245],{"class":210},[196,1216,325],{"class":210},[196,1218,828],{"class":210},[196,1220,245],{"class":210},[196,1222,1223],{"class":248},"preference",[196,1225,245],{"class":210},[196,1227,838],{"class":210},[196,1229,1230],{"class":198,"line":494},[196,1231,497],{"class":210},[196,1233,1234,1236,1238,1240,1242,1244,1246,1248,1250,1252,1254,1256,1258,1260,1262,1264,1266,1268,1270,1272,1274,1276,1278,1280,1282,1284,1286,1288,1290],{"class":198,"line":500},[196,1235,503],{"class":206},[196,1237,309],{"class":210},[196,1239,508],{"class":210},[196,1241,245],{"class":210},[196,1243,513],{"class":248},[196,1245,245],{"class":210},[196,1247,325],{"class":210},[196,1249,260],{"class":210},[196,1251,522],{"class":248},[196,1253,245],{"class":210},[196,1255,211],{"class":210},[196,1257,260],{"class":210},[196,1259,531],{"class":248},[196,1261,245],{"class":210},[196,1263,325],{"class":210},[196,1265,539],{"class":538},[196,1267,542],{"class":248},[196,1269,546],{"class":545},[196,1271,232],{"class":206},[196,1273,235],{"class":210},[196,1275,239],{"class":238},[196,1277,242],{"class":210},[196,1279,557],{"class":210},[196,1281,249],{"class":248},[196,1283,557],{"class":210},[196,1285,254],{"class":210},[196,1287,566],{"class":545},[196,1289,245],{"class":248},[196,1291,497],{"class":210},[196,1293,1294,1296,1298,1300,1302,1304,1306,1308,1310,1312,1314,1316,1318,1320,1322],{"class":198,"line":573},[196,1295,576],{"class":206},[196,1297,309],{"class":210},[196,1299,539],{"class":538},[196,1301,245],{"class":248},[196,1303,546],{"class":545},[196,1305,232],{"class":206},[196,1307,235],{"class":210},[196,1309,239],{"class":238},[196,1311,242],{"class":210},[196,1313,557],{"class":210},[196,1315,282],{"class":248},[196,1317,557],{"class":210},[196,1319,254],{"class":210},[196,1321,566],{"class":545},[196,1323,605],{"class":248},[196,1325,1326,1328,1330,1332,1334,1336,1338,1340,1342,1344,1346,1348,1350,1352,1354,1356,1358,1360,1362,1364],{"class":198,"line":608},[196,1327,611],{"class":206},[196,1329,309],{"class":210},[196,1331,616],{"class":206},[196,1333,235],{"class":210},[196,1335,622],{"class":621},[196,1337,625],{"class":210},[196,1339,628],{"class":621},[196,1341,211],{"class":210},[196,1343,634],{"class":633},[196,1345,309],{"class":210},[196,1347,639],{"class":621},[196,1349,211],{"class":210},[196,1351,644],{"class":633},[196,1353,309],{"class":210},[196,1355,649],{"class":621},[196,1357,235],{"class":210},[196,1359,654],{"class":621},[196,1361,625],{"class":210},[196,1363,659],{"class":621},[196,1365,662],{"class":210},[196,1367,1368,1370,1372,1374,1376,1378],{"class":198,"line":665},[196,1369,668],{"class":621},[196,1371,625],{"class":210},[196,1373,673],{"class":621},[196,1375,235],{"class":210},[196,1377,649],{"class":621},[196,1379,680],{"class":210},[35,1381],{},[1383,1384,1385],"h3",{"id":1385},"输出示意",[183,1387,1388,1697,1890],{},[186,1389,1392],{"className":1390,"code":1391,"filename":190,"language":649,"meta":192,"style":192},"language-json shiki shiki-themes material-theme-lighter material-theme material-theme-palenight","{\n  \"code\": 0,\n  \"message\": \"ok\",\n  \"data\": {\n    \"success\": true,\n    \"memory_detail_list\": [\n      {\n        \"memory_key\": \"用户身份与职业\",\n        \"memory_value\": \"用户张三，28岁，在杭州从事后端开发，喜欢打羽毛球。\",\n        \"memory_type\": \"UserMemory\",\n        \"tags\": [\"人物\", \"职业\", \"地点\", \"爱好\"]\n      }\n    ],\n    \"preference_detail_list\": [\n      {\n        \"preference\": \"希望助理回复尽量简洁，不要过于啰嗦。\",\n        \"reasoning\": \"用户在对话中明确要求「回复尽量简洁一些，不要太啰嗦」。\",\n        \"preference_type\": \"explicit_preference\"\n      }\n    ]\n  }\n}\n",[101,1393,1394,1399,1416,1436,1448,1463,1476,1481,1502,1522,1542,1592,1597,1601,1614,1618,1637,1657,1676,1681,1686,1692],{"__ignoreMap":192},[196,1395,1396],{"class":198,"line":199},[196,1397,1398],{"class":210},"{\n",[196,1400,1401,1404,1406,1408,1410,1413],{"class":198,"line":222},[196,1402,1403],{"class":210},"  \"",[196,1405,101],{"class":538},[196,1407,245],{"class":210},[196,1409,325],{"class":210},[196,1411,1412],{"class":545}," 0",[196,1414,1415],{"class":210},",\n",[196,1417,1418,1420,1423,1425,1427,1429,1432,1434],{"class":198,"line":229},[196,1419,1403],{"class":210},[196,1421,1422],{"class":538},"message",[196,1424,245],{"class":210},[196,1426,325],{"class":210},[196,1428,260],{"class":210},[196,1430,1431],{"class":248},"ok",[196,1433,245],{"class":210},[196,1435,1415],{"class":210},[196,1437,1438,1440,1442,1444,1446],{"class":198,"line":269},[196,1439,1403],{"class":210},[196,1441,659],{"class":538},[196,1443,245],{"class":210},[196,1445,325],{"class":210},[196,1447,312],{"class":210},[196,1449,1450,1452,1456,1458,1460],{"class":198,"line":298},[196,1451,318],{"class":210},[196,1453,1455],{"class":1454},"sBMFI","success",[196,1457,245],{"class":210},[196,1459,325],{"class":210},[196,1461,1462],{"class":210}," true,\n",[196,1464,1465,1467,1470,1472,1474],{"class":198,"line":303},[196,1466,318],{"class":210},[196,1468,1469],{"class":1454},"memory_detail_list",[196,1471,245],{"class":210},[196,1473,325],{"class":210},[196,1475,328],{"class":210},[196,1477,1478],{"class":198,"line":315},[196,1479,1480],{"class":210},"      {\n",[196,1482,1483,1486,1489,1491,1493,1495,1498,1500],{"class":198,"line":331},[196,1484,1485],{"class":210},"        \"",[196,1487,1488],{"class":545},"memory_key",[196,1490,245],{"class":210},[196,1492,325],{"class":210},[196,1494,260],{"class":210},[196,1496,1497],{"class":248},"用户身份与职业",[196,1499,245],{"class":210},[196,1501,1415],{"class":210},[196,1503,1504,1506,1509,1511,1513,1515,1518,1520],{"class":198,"line":372},[196,1505,1485],{"class":210},[196,1507,1508],{"class":545},"memory_value",[196,1510,245],{"class":210},[196,1512,325],{"class":210},[196,1514,260],{"class":210},[196,1516,1517],{"class":248},"用户张三，28岁，在杭州从事后端开发，喜欢打羽毛球。",[196,1519,245],{"class":210},[196,1521,1415],{"class":210},[196,1523,1524,1526,1529,1531,1533,1535,1538,1540],{"class":198,"line":411},[196,1525,1485],{"class":210},[196,1527,1528],{"class":545},"memory_type",[196,1530,245],{"class":210},[196,1532,325],{"class":210},[196,1534,260],{"class":210},[196,1536,1537],{"class":248},"UserMemory",[196,1539,245],{"class":210},[196,1541,1415],{"class":210},[196,1543,1544,1546,1549,1551,1553,1555,1557,1560,1562,1564,1566,1569,1571,1573,1575,1578,1580,1582,1584,1587,1589],{"class":198,"line":450},[196,1545,1485],{"class":210},[196,1547,1548],{"class":545},"tags",[196,1550,245],{"class":210},[196,1552,325],{"class":210},[196,1554,828],{"class":210},[196,1556,245],{"class":210},[196,1558,1559],{"class":248},"人物",[196,1561,245],{"class":210},[196,1563,211],{"class":210},[196,1565,260],{"class":210},[196,1567,1568],{"class":248},"职业",[196,1570,245],{"class":210},[196,1572,211],{"class":210},[196,1574,260],{"class":210},[196,1576,1577],{"class":248},"地点",[196,1579,245],{"class":210},[196,1581,211],{"class":210},[196,1583,260],{"class":210},[196,1585,1586],{"class":248},"爱好",[196,1588,245],{"class":210},[196,1590,1591],{"class":210},"]\n",[196,1593,1594],{"class":198,"line":488},[196,1595,1596],{"class":210},"      }\n",[196,1598,1599],{"class":198,"line":494},[196,1600,1206],{"class":210},[196,1602,1603,1605,1608,1610,1612],{"class":198,"line":500},[196,1604,318],{"class":210},[196,1606,1607],{"class":1454},"preference_detail_list",[196,1609,245],{"class":210},[196,1611,325],{"class":210},[196,1613,328],{"class":210},[196,1615,1616],{"class":198,"line":573},[196,1617,1480],{"class":210},[196,1619,1620,1622,1624,1626,1628,1630,1633,1635],{"class":198,"line":608},[196,1621,1485],{"class":210},[196,1623,1223],{"class":545},[196,1625,245],{"class":210},[196,1627,325],{"class":210},[196,1629,260],{"class":210},[196,1631,1632],{"class":248},"希望助理回复尽量简洁，不要过于啰嗦。",[196,1634,245],{"class":210},[196,1636,1415],{"class":210},[196,1638,1639,1641,1644,1646,1648,1650,1653,1655],{"class":198,"line":665},[196,1640,1485],{"class":210},[196,1642,1643],{"class":545},"reasoning",[196,1645,245],{"class":210},[196,1647,325],{"class":210},[196,1649,260],{"class":210},[196,1651,1652],{"class":248},"用户在对话中明确要求「回复尽量简洁一些，不要太啰嗦」。",[196,1654,245],{"class":210},[196,1656,1415],{"class":210},[196,1658,1660,1662,1665,1667,1669,1671,1674],{"class":198,"line":1659},18,[196,1661,1485],{"class":210},[196,1663,1664],{"class":545},"preference_type",[196,1666,245],{"class":210},[196,1668,325],{"class":210},[196,1670,260],{"class":210},[196,1672,1673],{"class":248},"explicit_preference",[196,1675,266],{"class":210},[196,1677,1679],{"class":198,"line":1678},19,[196,1680,1596],{"class":210},[196,1682,1684],{"class":198,"line":1683},20,[196,1685,491],{"class":210},[196,1687,1689],{"class":198,"line":1688},21,[196,1690,1691],{"class":210}," 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