[{"data":1,"prerenderedAt":1351},["ShallowReactive",2],{"docs-page-cn-\u002Fcn\u002Fmemos_cloud\u002Ffeatures\u002Fasync_mode":3,"surround-cn-\u002Fcn\u002Fmemos_cloud\u002Ffeatures\u002Fasync_mode":1335},{"id":4,"title":5,"avatar":6,"banner":6,"body":7,"category":6,"desc":1328,"description":64,"extension":1329,"links":6,"meta":1330,"navigation":6,"path":1331,"seo":1332,"stem":1333,"__hash__":1334},"docs\u002Fcn\u002Fmemos_cloud\u002Ffeatures\u002Fasync_mode.md","异步模式AsyncMode",null,{"type":8,"value":9,"toc":1317},"minimark",[10,24,38,41,46,50,58,209,220,487,493,849,851,854,876,890,892,896,899,907,1015,1018,1268,1270,1273,1293,1295,1298,1313],[11,12,13],"warning",{},[14,15,16],"p",{},[17,18,19],"strong",{},[20,21,23],"a",{"href":22},"\u002Fapi_docs\u002Fcore\u002Fadd_message","本文是对【添加记忆-addMessage接口】里的异步模式做展开介绍，可点此直接查看详细 API 文档",[25,26,27],"note",{},[14,28,29,33,34,37],{},[30,31,32],"code",{},"async_mode","参数当前默认为",[30,35,36],{},"true","，记忆添加操作默认将异步处理，排队等待后台执行，而不是等待处理完成再返回响应。",[39,40],"br",{},[42,43,45],"h2",{"id":44},"_1-使用异步模式","1. 使用异步模式",[47,48,49],"h3",{"id":49},"处理流程",[14,51,52,54,55,57],{},[30,53,32],{},"参数设置为",[30,56,36],{},"时，API 会立即返回响应，并在后台排队处理记忆：",[59,60,65],"pre",{"className":61,"code":62,"language":63,"meta":64,"style":64},"language-json shiki shiki-themes material-theme-lighter github-light-high-contrast github-dark-default","{\n  \"code\": 0,\n  \"data\": {\n    \"success\": true,\n    \"task_id\": \"c464e17e-f2ff-4e9a-a2c2-41cc55ab43b9\",\n    \"status\": \"running\"\n  },\n  \"message\": \"ok\"\n}\n","json","",[30,66,67,76,99,114,134,158,178,184,203],{"__ignoreMap":64},[68,69,72],"span",{"class":70,"line":71},"line",1,[68,73,75],{"class":74},"suWxN","{\n",[68,77,79,83,86,89,92,96],{"class":70,"line":78},2,[68,80,82],{"class":81},"sfJrv","  \"",[68,84,30],{"class":85},"skH7o",[68,87,88],{"class":81},"\"",[68,90,91],{"class":74},":",[68,93,95],{"class":94},"sJNII"," 0",[68,97,98],{"class":74},",\n",[68,100,102,104,107,109,111],{"class":70,"line":101},3,[68,103,82],{"class":81},[68,105,106],{"class":85},"data",[68,108,88],{"class":81},[68,110,91],{"class":74},[68,112,113],{"class":74}," {\n",[68,115,117,120,124,126,128,132],{"class":70,"line":116},4,[68,118,119],{"class":81},"    \"",[68,121,123],{"class":122},"smon8","success",[68,125,88],{"class":81},[68,127,91],{"class":74},[68,129,131],{"class":130},"smHB8"," true",[68,133,98],{"class":74},[68,135,137,139,142,144,146,150,154,156],{"class":70,"line":136},5,[68,138,119],{"class":81},[68,140,141],{"class":122},"task_id",[68,143,88],{"class":81},[68,145,91],{"class":74},[68,147,149],{"class":148},"sjUum"," \"",[68,151,153],{"class":152},"sp1uZ","c464e17e-f2ff-4e9a-a2c2-41cc55ab43b9",[68,155,88],{"class":148},[68,157,98],{"class":74},[68,159,161,163,166,168,170,172,175],{"class":70,"line":160},6,[68,162,119],{"class":81},[68,164,165],{"class":122},"status",[68,167,88],{"class":81},[68,169,91],{"class":74},[68,171,149],{"class":148},[68,173,174],{"class":152},"running",[68,176,177],{"class":148},"\"\n",[68,179,181],{"class":70,"line":180},7,[68,182,183],{"class":74},"  },\n",[68,185,187,189,192,194,196,198,201],{"class":70,"line":186},8,[68,188,82],{"class":81},[68,190,191],{"class":85},"message",[68,193,88],{"class":81},[68,195,91],{"class":74},[68,197,149],{"class":148},[68,199,200],{"class":152},"ok",[68,202,177],{"class":148},[68,204,206],{"class":70,"line":205},9,[68,207,208],{"class":74},"}\n",[14,210,211,212,214,215,219],{},"在异步模式下，记忆写入将分为“粗加工”和“精加工”两个阶段：系统会先对本轮消息进行毫秒级的粗加工，使其在下一轮对话时即可被快速检索到；\n",[39,213],{},"\n随后在后台继续进行秒级及以上的精加工以提升记忆质量。处理进度可通过 ",[20,216,218],{"href":217},"\u002Fapi_docs\u002Fmessage\u002Fget_status","get\u002Fstatus"," 接口查询：粗加工阶段任务状态为“进行中”，精加工完成后状态更新为“已完成”。",[59,221,223],{"className":61,"code":222,"language":63,"meta":64,"style":64},"\"memory_detail_list\": [\n  {\n    \"id\": \"c436a738-eec9-4010-b65d-dc9c135d3a37\",\n    \"memory_key\": \"user: [09:44 AM on 10 December, 2025 UTC]: 我暑假定好去广州旅游，住宿的话有哪些连锁酒店可选\",\n    \"memory_value\": \"user: [09:44 AM on 10 December, 2025 UTC]: 我暑假定好去广州旅游，住宿的话有哪些连锁酒店可选？\\nassistant: [09:44 AM on 10 December, 2025 UTC]: 您可以考虑【七天、全季、希尔顿】等等\\nuser: [09:44 AM on 10 December, 2025 UTC]: 我选七天\\nassistant: [09:44 AM on 10 December, 2025 UTC]: 好的，有其他问题再问我。\\n\",\n    \"memory_type\": \"WorkingMemory\",\n    \"create_time\": 1765359875901,\n    \"update_time\": 1765359875902,\n    \"conversation_id\": \"0610\",\n    \"status\": \"activated\",\n    \"confidence\": 0.99,\n    \"relativity\": 0.05407696,\n    \"tags\": [\"mode:fast\"]\n  }\n]\n",[30,224,225,241,246,266,286,325,345,361,377,397,417,434,451,476,482],{"__ignoreMap":64},[68,226,227,229,232,234,238],{"class":70,"line":71},[68,228,88],{"class":148},[68,230,231],{"class":152},"memory_detail_list",[68,233,88],{"class":148},[68,235,237],{"class":236},"s5ojA",": ",[68,239,240],{"class":74},"[\n",[68,242,243],{"class":70,"line":78},[68,244,245],{"class":74},"  {\n",[68,247,248,250,253,255,257,259,262,264],{"class":70,"line":101},[68,249,119],{"class":81},[68,251,252],{"class":85},"id",[68,254,88],{"class":81},[68,256,91],{"class":74},[68,258,149],{"class":148},[68,260,261],{"class":152},"c436a738-eec9-4010-b65d-dc9c135d3a37",[68,263,88],{"class":148},[68,265,98],{"class":74},[68,267,268,270,273,275,277,279,282,284],{"class":70,"line":116},[68,269,119],{"class":81},[68,271,272],{"class":85},"memory_key",[68,274,88],{"class":81},[68,276,91],{"class":74},[68,278,149],{"class":148},[68,280,281],{"class":152},"user: [09:44 AM on 10 December, 2025 UTC]: 我暑假定好去广州旅游，住宿的话有哪些连锁酒店可选",[68,283,88],{"class":148},[68,285,98],{"class":74},[68,287,288,290,293,295,297,299,302,306,309,311,314,316,319,321,323],{"class":70,"line":136},[68,289,119],{"class":81},[68,291,292],{"class":85},"memory_value",[68,294,88],{"class":81},[68,296,91],{"class":74},[68,298,149],{"class":148},[68,300,301],{"class":152},"user: [09:44 AM on 10 December, 2025 UTC]: 我暑假定好去广州旅游，住宿的话有哪些连锁酒店可选？",[68,303,305],{"class":304},"seOsA","\\n",[68,307,308],{"class":152},"assistant: [09:44 AM on 10 December, 2025 UTC]: 您可以考虑【七天、全季、希尔顿】等等",[68,310,305],{"class":304},[68,312,313],{"class":152},"user: [09:44 AM on 10 December, 2025 UTC]: 我选七天",[68,315,305],{"class":304},[68,317,318],{"class":152},"assistant: [09:44 AM on 10 December, 2025 UTC]: 好的，有其他问题再问我。",[68,320,305],{"class":304},[68,322,88],{"class":148},[68,324,98],{"class":74},[68,326,327,329,332,334,336,338,341,343],{"class":70,"line":160},[68,328,119],{"class":81},[68,330,331],{"class":85},"memory_type",[68,333,88],{"class":81},[68,335,91],{"class":74},[68,337,149],{"class":148},[68,339,340],{"class":152},"WorkingMemory",[68,342,88],{"class":148},[68,344,98],{"class":74},[68,346,347,349,352,354,356,359],{"class":70,"line":180},[68,348,119],{"class":81},[68,350,351],{"class":85},"create_time",[68,353,88],{"class":81},[68,355,91],{"class":74},[68,357,358],{"class":94}," 1765359875901",[68,360,98],{"class":74},[68,362,363,365,368,370,372,375],{"class":70,"line":186},[68,364,119],{"class":81},[68,366,367],{"class":85},"update_time",[68,369,88],{"class":81},[68,371,91],{"class":74},[68,373,374],{"class":94}," 1765359875902",[68,376,98],{"class":74},[68,378,379,381,384,386,388,390,393,395],{"class":70,"line":205},[68,380,119],{"class":81},[68,382,383],{"class":85},"conversation_id",[68,385,88],{"class":81},[68,387,91],{"class":74},[68,389,149],{"class":148},[68,391,392],{"class":152},"0610",[68,394,88],{"class":148},[68,396,98],{"class":74},[68,398,400,402,404,406,408,410,413,415],{"class":70,"line":399},10,[68,401,119],{"class":81},[68,403,165],{"class":85},[68,405,88],{"class":81},[68,407,91],{"class":74},[68,409,149],{"class":148},[68,411,412],{"class":152},"activated",[68,414,88],{"class":148},[68,416,98],{"class":74},[68,418,420,422,425,427,429,432],{"class":70,"line":419},11,[68,421,119],{"class":81},[68,423,424],{"class":85},"confidence",[68,426,88],{"class":81},[68,428,91],{"class":74},[68,430,431],{"class":94}," 0.99",[68,433,98],{"class":74},[68,435,437,439,442,444,446,449],{"class":70,"line":436},12,[68,438,119],{"class":81},[68,440,441],{"class":85},"relativity",[68,443,88],{"class":81},[68,445,91],{"class":74},[68,447,448],{"class":94}," 0.05407696",[68,450,98],{"class":74},[68,452,454,456,459,461,463,466,468,471,473],{"class":70,"line":453},13,[68,455,119],{"class":81},[68,457,458],{"class":85},"tags",[68,460,88],{"class":81},[68,462,91],{"class":74},[68,464,465],{"class":74}," [",[68,467,88],{"class":148},[68,469,470],{"class":152},"mode:fast",[68,472,88],{"class":148},[68,474,475],{"class":74},"]\n",[68,477,479],{"class":70,"line":478},14,[68,480,481],{"class":74},"  }\n",[68,483,485],{"class":70,"line":484},15,[68,486,475],{"class":74},[14,488,489,490,492],{},"通过",[20,491,218],{"href":217},"接口，获取异步任务状态：",[59,494,498],{"className":495,"code":496,"language":497,"meta":64,"style":64},"language-python shiki shiki-themes material-theme-lighter github-light-high-contrast github-dark-default","import os\nimport requests\nimport json\n\n# 替换成你的 MemOS API Key\nos.environ[\"MEMOS_API_KEY\"] = \"YOUR_API_KEY\"\nos.environ[\"MEMOS_BASE_URL\"] = \"https:\u002F\u002Fmemos.memtensor.cn\u002Fapi\u002Fopenmem\u002Fv1\"\n\ndata = {\n  \"task_id\": \"c464e17e-f2ff-4e9a-a2c2-41cc55ab43b9\"\n}\nheaders = {\n  \"Content-Type\": \"application\u002Fjson\",\n  \"Authorization\": f\"Token {os.environ['MEMOS_API_KEY']}\"\n}\nurl = f\"{os.environ['MEMOS_BASE_URL']}\u002Fget\u002Fstatus\"\n\nres = requests.post(url=url, headers=headers, data=json.dumps(data))\n\nprint(f\"result: {res.json()}\")\n","python",[30,499,500,509,516,523,529,535,571,599,603,613,629,633,642,662,706,710,745,750,810,815],{"__ignoreMap":64},[68,501,502,506],{"class":70,"line":71},[68,503,505],{"class":504},"sBMTB","import",[68,507,508],{"class":236}," os\n",[68,510,511,513],{"class":70,"line":78},[68,512,505],{"class":504},[68,514,515],{"class":236}," requests\n",[68,517,518,520],{"class":70,"line":101},[68,519,505],{"class":504},[68,521,522],{"class":236}," json\n",[68,524,525],{"class":70,"line":116},[68,526,528],{"emptyLinePlaceholder":527},true,"\n",[68,530,531],{"class":70,"line":136},[68,532,534],{"class":533},"sfVK4","# 替换成你的 MemOS API Key\n",[68,536,537,540,543,547,550,552,555,557,560,564,566,569],{"class":70,"line":160},[68,538,539],{"class":236},"os",[68,541,542],{"class":74},".",[68,544,546],{"class":545},"s5qkx","environ",[68,548,549],{"class":74},"[",[68,551,88],{"class":148},[68,553,554],{"class":152},"MEMOS_API_KEY",[68,556,88],{"class":148},[68,558,559],{"class":74},"]",[68,561,563],{"class":562},"saN0X"," =",[68,565,149],{"class":148},[68,567,568],{"class":152},"YOUR_API_KEY",[68,570,177],{"class":148},[68,572,573,575,577,579,581,583,586,588,590,592,594,597],{"class":70,"line":180},[68,574,539],{"class":236},[68,576,542],{"class":74},[68,578,546],{"class":545},[68,580,549],{"class":74},[68,582,88],{"class":148},[68,584,585],{"class":152},"MEMOS_BASE_URL",[68,587,88],{"class":148},[68,589,559],{"class":74},[68,591,563],{"class":562},[68,593,149],{"class":148},[68,595,596],{"class":152},"https:\u002F\u002Fmemos.memtensor.cn\u002Fapi\u002Fopenmem\u002Fv1",[68,598,177],{"class":148},[68,600,601],{"class":70,"line":186},[68,602,528],{"emptyLinePlaceholder":527},[68,604,605,608,611],{"class":70,"line":205},[68,606,607],{"class":236},"data ",[68,609,610],{"class":562},"=",[68,612,113],{"class":74},[68,614,615,617,619,621,623,625,627],{"class":70,"line":399},[68,616,82],{"class":148},[68,618,141],{"class":152},[68,620,88],{"class":148},[68,622,91],{"class":74},[68,624,149],{"class":148},[68,626,153],{"class":152},[68,628,177],{"class":148},[68,630,631],{"class":70,"line":419},[68,632,208],{"class":74},[68,634,635,638,640],{"class":70,"line":436},[68,636,637],{"class":236},"headers ",[68,639,610],{"class":562},[68,641,113],{"class":74},[68,643,644,646,649,651,653,655,658,660],{"class":70,"line":453},[68,645,82],{"class":148},[68,647,648],{"class":152},"Content-Type",[68,650,88],{"class":148},[68,652,91],{"class":74},[68,654,149],{"class":148},[68,656,657],{"class":152},"application\u002Fjson",[68,659,88],{"class":148},[68,661,98],{"class":74},[68,663,664,666,669,671,673,677,680,684,686,688,690,692,695,697,699,701,704],{"class":70,"line":478},[68,665,82],{"class":148},[68,667,668],{"class":152},"Authorization",[68,670,88],{"class":148},[68,672,91],{"class":74},[68,674,676],{"class":675},"sZ6T4"," f",[68,678,679],{"class":152},"\"Token ",[68,681,683],{"class":682},"scyET","{",[68,685,539],{"class":236},[68,687,542],{"class":74},[68,689,546],{"class":545},[68,691,549],{"class":74},[68,693,694],{"class":148},"'",[68,696,554],{"class":152},[68,698,694],{"class":148},[68,700,559],{"class":74},[68,702,703],{"class":682},"}",[68,705,177],{"class":152},[68,707,708],{"class":70,"line":484},[68,709,208],{"class":74},[68,711,713,716,718,720,722,724,726,728,730,732,734,736,738,740,742],{"class":70,"line":712},16,[68,714,715],{"class":236},"url ",[68,717,610],{"class":562},[68,719,676],{"class":675},[68,721,88],{"class":152},[68,723,683],{"class":682},[68,725,539],{"class":236},[68,727,542],{"class":74},[68,729,546],{"class":545},[68,731,549],{"class":74},[68,733,694],{"class":148},[68,735,585],{"class":152},[68,737,694],{"class":148},[68,739,559],{"class":74},[68,741,703],{"class":682},[68,743,744],{"class":152},"\u002Fget\u002Fstatus\"\n",[68,746,748],{"class":70,"line":747},17,[68,749,528],{"emptyLinePlaceholder":527},[68,751,753,756,758,761,763,767,770,774,776,778,781,784,786,789,791,794,796,798,800,803,805,807],{"class":70,"line":752},18,[68,754,755],{"class":236},"res ",[68,757,610],{"class":562},[68,759,760],{"class":236}," requests",[68,762,542],{"class":74},[68,764,766],{"class":765},"sa-2m","post",[68,768,769],{"class":74},"(",[68,771,773],{"class":772},"sp4zP","url",[68,775,610],{"class":562},[68,777,773],{"class":765},[68,779,780],{"class":74},",",[68,782,783],{"class":772}," headers",[68,785,610],{"class":562},[68,787,788],{"class":765},"headers",[68,790,780],{"class":74},[68,792,793],{"class":772}," data",[68,795,610],{"class":562},[68,797,63],{"class":765},[68,799,542],{"class":74},[68,801,802],{"class":765},"dumps",[68,804,769],{"class":74},[68,806,106],{"class":765},[68,808,809],{"class":74},"))\n",[68,811,813],{"class":70,"line":812},19,[68,814,528],{"emptyLinePlaceholder":527},[68,816,818,822,824,827,830,832,835,837,839,842,844,846],{"class":70,"line":817},20,[68,819,821],{"class":820},"svxCd","print",[68,823,769],{"class":74},[68,825,826],{"class":675},"f",[68,828,829],{"class":152},"\"result: ",[68,831,683],{"class":682},[68,833,834],{"class":765},"res",[68,836,542],{"class":74},[68,838,63],{"class":765},[68,840,841],{"class":74},"()",[68,843,703],{"class":682},[68,845,88],{"class":152},[68,847,848],{"class":74},")\n",[39,850],{},[47,852,853],{"id":853},"何时使用异步模式",[855,856,857,864,870],"ul",{},[858,859,860,863],"li",{},[17,861,862],{},"降低接口响应延迟","：用户无需等待，持续在应用内使用记忆；",[858,865,866,869],{},[17,867,868],{},"批量添加记忆","：同时处理大量数据，避免阻塞应用；",[858,871,872,875],{},[17,873,874],{},"后台任务处理","：将耗时的记忆处理操作放入后台，提高系统并发能力。",[25,877,878],{},[14,879,880,881,883,884,886,887,889],{},"注意",[39,882],{},"\n当消息包含多模态内容时，由于文件记忆的加工时间较长，您传入的",[30,885,32],{},"字段失效，此时默认使用“异步模式”。您可通过",[30,888,218],{},"接口查询文件记忆的处理进度。",[39,891],{},[42,893,895],{"id":894},"_2-使用同步模式","2. 使用同步模式",[47,897,49],{"id":898},"处理流程-1",[14,900,901,54,903,906],{},[30,902,32],{},[30,904,905],{},"false","时，API 会在记忆处理完成后返回结果：",[59,908,910],{"className":61,"code":909,"language":63,"meta":64,"style":64},"{\n  \"code\": 0,\n  \"data\": {\n    \"success\": true,\n    \"task_id\": \"c464e17e-f2ff-4e9a-a2c2-41cc55ab43b9\",\n    \"status\": \"completed\"\n  },\n  \"message\": \"ok\"\n}\n",[30,911,912,916,930,942,956,974,991,995,1011],{"__ignoreMap":64},[68,913,914],{"class":70,"line":71},[68,915,75],{"class":74},[68,917,918,920,922,924,926,928],{"class":70,"line":78},[68,919,82],{"class":81},[68,921,30],{"class":85},[68,923,88],{"class":81},[68,925,91],{"class":74},[68,927,95],{"class":94},[68,929,98],{"class":74},[68,931,932,934,936,938,940],{"class":70,"line":101},[68,933,82],{"class":81},[68,935,106],{"class":85},[68,937,88],{"class":81},[68,939,91],{"class":74},[68,941,113],{"class":74},[68,943,944,946,948,950,952,954],{"class":70,"line":116},[68,945,119],{"class":81},[68,947,123],{"class":122},[68,949,88],{"class":81},[68,951,91],{"class":74},[68,953,131],{"class":130},[68,955,98],{"class":74},[68,957,958,960,962,964,966,968,970,972],{"class":70,"line":136},[68,959,119],{"class":81},[68,961,141],{"class":122},[68,963,88],{"class":81},[68,965,91],{"class":74},[68,967,149],{"class":148},[68,969,153],{"class":152},[68,971,88],{"class":148},[68,973,98],{"class":74},[68,975,976,978,980,982,984,986,989],{"class":70,"line":160},[68,977,119],{"class":81},[68,979,165],{"class":122},[68,981,88],{"class":81},[68,983,91],{"class":74},[68,985,149],{"class":148},[68,987,988],{"class":152},"completed",[68,990,177],{"class":148},[68,992,993],{"class":70,"line":180},[68,994,183],{"class":74},[68,996,997,999,1001,1003,1005,1007,1009],{"class":70,"line":186},[68,998,82],{"class":81},[68,1000,191],{"class":85},[68,1002,88],{"class":81},[68,1004,91],{"class":74},[68,1006,149],{"class":148},[68,1008,200],{"class":152},[68,1010,177],{"class":148},[68,1012,1013],{"class":70,"line":205},[68,1014,208],{"class":74},[14,1016,1017],{},"此时检索记忆，能够检索到已经完全处理好的记忆：",[59,1019,1021],{"className":61,"code":1020,"language":63,"meta":64,"style":64},"\"memory_detail_list\":[\n  {\n    \"memory_key\": \"暑假广州旅游计划\",\n    \"memory_value\": \"用户计划在暑假期间前往广州旅游，并选择了七天连锁酒店作为住宿选项。\",\n    \"conversation_id\": \"0610\",\n    \"tags\": [\n      \"旅游\",\n      \"广州\",\n      \"住宿\",\n      \"酒店\"\n    ]\n  }\n],\n\"preference_detail_list\":[\n  {\n    \"preference_type\": \"implicit_preference\",\n    \"preference\": \"用户可能偏好性价比较高的酒店选择。\",\n    \"reasoning\": \"七天酒店通常以经济实惠著称，而用户选择七天酒店可能表明其在住宿方面倾向于选择性价比较高的选项。虽然用户没有明确提到预算限制或具体酒店偏好，但在提供的选项中选择七天可能反映了对价格和实用性的重视。\",\n    \"conversation_id\": \"0610\"\n  }\n]\n",[30,1022,1023,1035,1039,1058,1077,1095,1108,1120,1131,1142,1151,1156,1160,1166,1179,1183,1203,1223,1243,1259,1263],{"__ignoreMap":64},[68,1024,1025,1027,1029,1031,1033],{"class":70,"line":71},[68,1026,88],{"class":148},[68,1028,231],{"class":152},[68,1030,88],{"class":148},[68,1032,91],{"class":236},[68,1034,240],{"class":74},[68,1036,1037],{"class":70,"line":78},[68,1038,245],{"class":74},[68,1040,1041,1043,1045,1047,1049,1051,1054,1056],{"class":70,"line":101},[68,1042,119],{"class":81},[68,1044,272],{"class":85},[68,1046,88],{"class":81},[68,1048,91],{"class":74},[68,1050,149],{"class":148},[68,1052,1053],{"class":152},"暑假广州旅游计划",[68,1055,88],{"class":148},[68,1057,98],{"class":74},[68,1059,1060,1062,1064,1066,1068,1070,1073,1075],{"class":70,"line":116},[68,1061,119],{"class":81},[68,1063,292],{"class":85},[68,1065,88],{"class":81},[68,1067,91],{"class":74},[68,1069,149],{"class":148},[68,1071,1072],{"class":152},"用户计划在暑假期间前往广州旅游，并选择了七天连锁酒店作为住宿选项。",[68,1074,88],{"class":148},[68,1076,98],{"class":74},[68,1078,1079,1081,1083,1085,1087,1089,1091,1093],{"class":70,"line":136},[68,1080,119],{"class":81},[68,1082,383],{"class":85},[68,1084,88],{"class":81},[68,1086,91],{"class":74},[68,1088,149],{"class":148},[68,1090,392],{"class":152},[68,1092,88],{"class":148},[68,1094,98],{"class":74},[68,1096,1097,1099,1101,1103,1105],{"class":70,"line":160},[68,1098,119],{"class":81},[68,1100,458],{"class":85},[68,1102,88],{"class":81},[68,1104,91],{"class":74},[68,1106,1107],{"class":74}," [\n",[68,1109,1110,1113,1116,1118],{"class":70,"line":180},[68,1111,1112],{"class":148},"      \"",[68,1114,1115],{"class":152},"旅游",[68,1117,88],{"class":148},[68,1119,98],{"class":74},[68,1121,1122,1124,1127,1129],{"class":70,"line":186},[68,1123,1112],{"class":148},[68,1125,1126],{"class":152},"广州",[68,1128,88],{"class":148},[68,1130,98],{"class":74},[68,1132,1133,1135,1138,1140],{"class":70,"line":205},[68,1134,1112],{"class":148},[68,1136,1137],{"class":152},"住宿",[68,1139,88],{"class":148},[68,1141,98],{"class":74},[68,1143,1144,1146,1149],{"class":70,"line":399},[68,1145,1112],{"class":148},[68,1147,1148],{"class":152},"酒店",[68,1150,177],{"class":148},[68,1152,1153],{"class":70,"line":419},[68,1154,1155],{"class":74},"    ]\n",[68,1157,1158],{"class":70,"line":436},[68,1159,481],{"class":74},[68,1161,1162,1164],{"class":70,"line":453},[68,1163,559],{"class":74},[68,1165,98],{"class":236},[68,1167,1168,1170,1173,1175,1177],{"class":70,"line":478},[68,1169,88],{"class":148},[68,1171,1172],{"class":152},"preference_detail_list",[68,1174,88],{"class":148},[68,1176,91],{"class":236},[68,1178,240],{"class":74},[68,1180,1181],{"class":70,"line":484},[68,1182,245],{"class":74},[68,1184,1185,1187,1190,1192,1194,1196,1199,1201],{"class":70,"line":712},[68,1186,119],{"class":81},[68,1188,1189],{"class":85},"preference_type",[68,1191,88],{"class":81},[68,1193,91],{"class":74},[68,1195,149],{"class":148},[68,1197,1198],{"class":152},"implicit_preference",[68,1200,88],{"class":148},[68,1202,98],{"class":74},[68,1204,1205,1207,1210,1212,1214,1216,1219,1221],{"class":70,"line":747},[68,1206,119],{"class":81},[68,1208,1209],{"class":85},"preference",[68,1211,88],{"class":81},[68,1213,91],{"class":74},[68,1215,149],{"class":148},[68,1217,1218],{"class":152},"用户可能偏好性价比较高的酒店选择。",[68,1220,88],{"class":148},[68,1222,98],{"class":74},[68,1224,1225,1227,1230,1232,1234,1236,1239,1241],{"class":70,"line":752},[68,1226,119],{"class":81},[68,1228,1229],{"class":85},"reasoning",[68,1231,88],{"class":81},[68,1233,91],{"class":74},[68,1235,149],{"class":148},[68,1237,1238],{"class":152},"七天酒店通常以经济实惠著称，而用户选择七天酒店可能表明其在住宿方面倾向于选择性价比较高的选项。虽然用户没有明确提到预算限制或具体酒店偏好，但在提供的选项中选择七天可能反映了对价格和实用性的重视。",[68,1240,88],{"class":148},[68,1242,98],{"class":74},[68,1244,1245,1247,1249,1251,1253,1255,1257],{"class":70,"line":812},[68,1246,119],{"class":81},[68,1248,383],{"class":85},[68,1250,88],{"class":81},[68,1252,91],{"class":74},[68,1254,149],{"class":148},[68,1256,392],{"class":152},[68,1258,177],{"class":148},[68,1260,1261],{"class":70,"line":817},[68,1262,481],{"class":74},[68,1264,1266],{"class":70,"line":1265},21,[68,1267,475],{"class":74},[39,1269],{},[47,1271,1272],{"id":1272},"何时使用同步模式",[855,1274,1275,1281,1287],{},[858,1276,1277,1280],{},[17,1278,1279],{},"调试与开发阶段","：直接查看记忆处理后的结果，便于调试记忆检索；",[858,1282,1283,1286],{},[17,1284,1285],{},"即时查询","：需要在API调用返回时确认记忆已被创建或更新，例如性能测试、功能验证等",[858,1288,1289,1292],{},[17,1290,1291],{},"小规模操作","：数据量较小、延迟影响不大时，可使用同步模式。",[39,1294],{},[47,1296,1297],{"id":1297},"重要说明",[855,1299,1300,1307],{},[858,1301,1302,1303,1306],{},"异步处理的默认行为现在为 ",[30,1304,1305],{},"async_mode=true","。",[858,1308,1309,1310,1306],{},"如果你需要同步模式，请在添加消息时设置 ",[30,1311,1312],{},"async_mode=false",[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 .sJNII, html code.shiki .sJNII{--shiki-light:#F76D47;--shiki-default:#023B95;--shiki-dark:#79C0FF}html pre.shiki code .smon8, html code.shiki .smon8{--shiki-light:#E2931D;--shiki-default:#024C1A;--shiki-dark:#7EE787}html pre.shiki code .smHB8, html code.shiki .smHB8{--shiki-light:#39ADB5;--shiki-default:#023B95;--shiki-dark:#79C0FF}html pre.shiki code .sjUum, html code.shiki .sjUum{--shiki-light:#39ADB5;--shiki-default:#032563;--shiki-dark:#A5D6FF}html pre.shiki 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.svxCd{--shiki-light:#6182B8;--shiki-default:#023B95;--shiki-dark:#79C0FF}",{"title":64,"searchDepth":78,"depth":78,"links":1318},[1319,1323],{"id":44,"depth":78,"text":45,"children":1320},[1321,1322],{"id":49,"depth":101,"text":49},{"id":853,"depth":101,"text":853},{"id":894,"depth":78,"text":895,"children":1324},[1325,1326,1327],{"id":898,"depth":101,"text":49},{"id":1272,"depth":101,"text":1272},{"id":1297,"depth":101,"text":1297},"添加消息时使用异步模式，接口请求立即返回，而实际处理在MemOS后台排队完成。","md",{},"\u002Fcn\u002Fmemos_cloud\u002Ffeatures\u002Fasync_mode",{"title":5,"description":64},"cn\u002Fmemos_cloud\u002Ffeatures\u002Fasync_mode","m28TunMW7gqSVWI7hESWkWocuBvFfltqsf4Lpk5iSXM",[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},"记忆过滤","\u002Fcn\u002Fmemos_cloud\u002Ffeatures\u002Ffilters","memos_cloud\u002Ffeatures\u002Ffilters","i-ri-filter-3-line",[],false,"检索记忆时使用记忆过滤器，可以按记忆来源、标签、元信息、时间范围等条件进行过滤。",{"title":1345,"path":1346,"stem":1347,"icon":1348,"framework":6,"module":6,"class":1349,"target":-1,"active":1342,"defaultOpen":1342,"children":-1,"description":1350},"多模态支持","\u002Fcn\u002Fmemos_cloud\u002Ffeatures\u002Fmultimodal","memos_cloud\u002Ffeatures\u002Fmultimodal","i-ri-image-add-line",[],"添加消息时，将图片和文档集成到与MemOS的交互中。",1781252502703]