[{"data":1,"prerenderedAt":1339},["ShallowReactive",2],{"\u002Fcn\u002Fmemos_cloud\u002Ffeatures\u002Fbasic\u002Fasync_mode":3,"surround-\u002Fcn\u002Fmemos_cloud\u002Ffeatures\u002Fbasic\u002Fasync_mode":1323},{"id":4,"title":5,"avatar":6,"banner":6,"body":7,"category":6,"desc":1316,"description":64,"extension":1317,"links":6,"meta":1318,"navigation":6,"path":1319,"seo":1320,"stem":1321,"__hash__":1322},"docs\u002Fcn\u002Fmemos_cloud\u002Ffeatures\u002Fbasic\u002Fasync_mode.md","异步模式AsyncMode",null,{"type":8,"value":9,"toc":1305},"minimark",[10,24,38,41,46,50,58,204,215,481,487,839,841,844,866,880,882,886,889,897,1003,1006,1256,1258,1261,1281,1283,1286,1301],[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 material-theme material-theme-palenight","{\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","",[30,66,67,76,98,113,130,153,173,179,198],{"__ignoreMap":64},[68,69,72],"span",{"class":70,"line":71},"line",1,[68,73,75],{"class":74},"sMK4o","{\n",[68,77,79,82,85,88,91,95],{"class":70,"line":78},2,[68,80,81],{"class":74},"  \"",[68,83,30],{"class":84},"spNyl",[68,86,87],{"class":74},"\"",[68,89,90],{"class":74},":",[68,92,94],{"class":93},"sbssI"," 0",[68,96,97],{"class":74},",\n",[68,99,101,103,106,108,110],{"class":70,"line":100},3,[68,102,81],{"class":74},[68,104,105],{"class":84},"data",[68,107,87],{"class":74},[68,109,90],{"class":74},[68,111,112],{"class":74}," {\n",[68,114,116,119,123,125,127],{"class":70,"line":115},4,[68,117,118],{"class":74},"    \"",[68,120,122],{"class":121},"sBMFI","success",[68,124,87],{"class":74},[68,126,90],{"class":74},[68,128,129],{"class":74}," true,\n",[68,131,133,135,138,140,142,145,149,151],{"class":70,"line":132},5,[68,134,118],{"class":74},[68,136,137],{"class":121},"task_id",[68,139,87],{"class":74},[68,141,90],{"class":74},[68,143,144],{"class":74}," \"",[68,146,148],{"class":147},"sfazB","c464e17e-f2ff-4e9a-a2c2-41cc55ab43b9",[68,150,87],{"class":74},[68,152,97],{"class":74},[68,154,156,158,161,163,165,167,170],{"class":70,"line":155},6,[68,157,118],{"class":74},[68,159,160],{"class":121},"status",[68,162,87],{"class":74},[68,164,90],{"class":74},[68,166,144],{"class":74},[68,168,169],{"class":147},"running",[68,171,172],{"class":74},"\"\n",[68,174,176],{"class":70,"line":175},7,[68,177,178],{"class":74},"  },\n",[68,180,182,184,187,189,191,193,196],{"class":70,"line":181},8,[68,183,81],{"class":74},[68,185,186],{"class":84},"message",[68,188,87],{"class":74},[68,190,90],{"class":74},[68,192,144],{"class":74},[68,194,195],{"class":147},"ok",[68,197,172],{"class":74},[68,199,201],{"class":70,"line":200},9,[68,202,203],{"class":74},"}\n",[14,205,206,207,209,210,214],{},"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",[39,208],{},"\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 ",[20,211,213],{"href":212},"\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”。",[59,216,218],{"className":61,"code":217,"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",[30,219,220,236,241,261,281,319,339,355,371,391,411,428,445,470,476],{"__ignoreMap":64},[68,221,222,224,227,229,233],{"class":70,"line":71},[68,223,87],{"class":74},[68,225,226],{"class":147},"memory_detail_list",[68,228,87],{"class":74},[68,230,232],{"class":231},"sTEyZ",": ",[68,234,235],{"class":74},"[\n",[68,237,238],{"class":70,"line":78},[68,239,240],{"class":74},"  {\n",[68,242,243,245,248,250,252,254,257,259],{"class":70,"line":100},[68,244,118],{"class":74},[68,246,247],{"class":84},"id",[68,249,87],{"class":74},[68,251,90],{"class":74},[68,253,144],{"class":74},[68,255,256],{"class":147},"c436a738-eec9-4010-b65d-dc9c135d3a37",[68,258,87],{"class":74},[68,260,97],{"class":74},[68,262,263,265,268,270,272,274,277,279],{"class":70,"line":115},[68,264,118],{"class":74},[68,266,267],{"class":84},"memory_key",[68,269,87],{"class":74},[68,271,90],{"class":74},[68,273,144],{"class":74},[68,275,276],{"class":147},"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",[68,278,87],{"class":74},[68,280,97],{"class":74},[68,282,283,285,288,290,292,294,297,300,303,305,308,310,313,315,317],{"class":70,"line":132},[68,284,118],{"class":74},[68,286,287],{"class":84},"memory_value",[68,289,87],{"class":74},[68,291,90],{"class":74},[68,293,144],{"class":74},[68,295,296],{"class":147},"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？",[68,298,299],{"class":231},"\\n",[68,301,302],{"class":147},"assistant: [09:44 AM on 10 December, 2025 UTC]: 您可以考虑【七天、全季、希尔顿】等等",[68,304,299],{"class":231},[68,306,307],{"class":147},"user: [09:44 AM on 10 December, 2025 UTC]: 我选七天",[68,309,299],{"class":231},[68,311,312],{"class":147},"assistant: [09:44 AM on 10 December, 2025 UTC]: 好的，有其他问题再问我。",[68,314,299],{"class":231},[68,316,87],{"class":74},[68,318,97],{"class":74},[68,320,321,323,326,328,330,332,335,337],{"class":70,"line":155},[68,322,118],{"class":74},[68,324,325],{"class":84},"memory_type",[68,327,87],{"class":74},[68,329,90],{"class":74},[68,331,144],{"class":74},[68,333,334],{"class":147},"WorkingMemory",[68,336,87],{"class":74},[68,338,97],{"class":74},[68,340,341,343,346,348,350,353],{"class":70,"line":175},[68,342,118],{"class":74},[68,344,345],{"class":84},"create_time",[68,347,87],{"class":74},[68,349,90],{"class":74},[68,351,352],{"class":93}," 1765359875901",[68,354,97],{"class":74},[68,356,357,359,362,364,366,369],{"class":70,"line":181},[68,358,118],{"class":74},[68,360,361],{"class":84},"update_time",[68,363,87],{"class":74},[68,365,90],{"class":74},[68,367,368],{"class":93}," 1765359875902",[68,370,97],{"class":74},[68,372,373,375,378,380,382,384,387,389],{"class":70,"line":200},[68,374,118],{"class":74},[68,376,377],{"class":84},"conversation_id",[68,379,87],{"class":74},[68,381,90],{"class":74},[68,383,144],{"class":74},[68,385,386],{"class":147},"0610",[68,388,87],{"class":74},[68,390,97],{"class":74},[68,392,394,396,398,400,402,404,407,409],{"class":70,"line":393},10,[68,395,118],{"class":74},[68,397,160],{"class":84},[68,399,87],{"class":74},[68,401,90],{"class":74},[68,403,144],{"class":74},[68,405,406],{"class":147},"activated",[68,408,87],{"class":74},[68,410,97],{"class":74},[68,412,414,416,419,421,423,426],{"class":70,"line":413},11,[68,415,118],{"class":74},[68,417,418],{"class":84},"confidence",[68,420,87],{"class":74},[68,422,90],{"class":74},[68,424,425],{"class":93}," 0.99",[68,427,97],{"class":74},[68,429,431,433,436,438,440,443],{"class":70,"line":430},12,[68,432,118],{"class":74},[68,434,435],{"class":84},"relativity",[68,437,87],{"class":74},[68,439,90],{"class":74},[68,441,442],{"class":93}," 0.05407696",[68,444,97],{"class":74},[68,446,448,450,453,455,457,460,462,465,467],{"class":70,"line":447},13,[68,449,118],{"class":74},[68,451,452],{"class":84},"tags",[68,454,87],{"class":74},[68,456,90],{"class":74},[68,458,459],{"class":74}," [",[68,461,87],{"class":74},[68,463,464],{"class":147},"mode:fast",[68,466,87],{"class":74},[68,468,469],{"class":74},"]\n",[68,471,473],{"class":70,"line":472},14,[68,474,475],{"class":74},"  }\n",[68,477,479],{"class":70,"line":478},15,[68,480,469],{"class":74},[14,482,483,484,486],{},"通过",[20,485,213],{"href":212},"接口，获取异步任务状态：",[59,488,492],{"className":489,"code":490,"language":491,"meta":64,"style":64},"language-python shiki shiki-themes material-theme-lighter material-theme material-theme-palenight","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",[30,493,494,503,510,517,523,529,564,592,596,606,622,626,635,655,697,701,736,741,801,806],{"__ignoreMap":64},[68,495,496,500],{"class":70,"line":71},[68,497,499],{"class":498},"s7zQu","import",[68,501,502],{"class":231}," os\n",[68,504,505,507],{"class":70,"line":78},[68,506,499],{"class":498},[68,508,509],{"class":231}," requests\n",[68,511,512,514],{"class":70,"line":100},[68,513,499],{"class":498},[68,515,516],{"class":231}," json\n",[68,518,519],{"class":70,"line":115},[68,520,522],{"emptyLinePlaceholder":521},true,"\n",[68,524,525],{"class":70,"line":132},[68,526,528],{"class":527},"sHwdD","# 替换成你的 MemOS API Key\n",[68,530,531,534,537,541,544,546,549,551,554,557,559,562],{"class":70,"line":155},[68,532,533],{"class":231},"os",[68,535,536],{"class":74},".",[68,538,540],{"class":539},"swJcz","environ",[68,542,543],{"class":74},"[",[68,545,87],{"class":74},[68,547,548],{"class":147},"MEMOS_API_KEY",[68,550,87],{"class":74},[68,552,553],{"class":74},"]",[68,555,556],{"class":74}," =",[68,558,144],{"class":74},[68,560,561],{"class":147},"YOUR_API_KEY",[68,563,172],{"class":74},[68,565,566,568,570,572,574,576,579,581,583,585,587,590],{"class":70,"line":175},[68,567,533],{"class":231},[68,569,536],{"class":74},[68,571,540],{"class":539},[68,573,543],{"class":74},[68,575,87],{"class":74},[68,577,578],{"class":147},"MEMOS_BASE_URL",[68,580,87],{"class":74},[68,582,553],{"class":74},[68,584,556],{"class":74},[68,586,144],{"class":74},[68,588,589],{"class":147},"https:\u002F\u002Fmemos.memtensor.cn\u002Fapi\u002Fopenmem\u002Fv1",[68,591,172],{"class":74},[68,593,594],{"class":70,"line":181},[68,595,522],{"emptyLinePlaceholder":521},[68,597,598,601,604],{"class":70,"line":200},[68,599,600],{"class":231},"data ",[68,602,603],{"class":74},"=",[68,605,112],{"class":74},[68,607,608,610,612,614,616,618,620],{"class":70,"line":393},[68,609,81],{"class":74},[68,611,137],{"class":147},[68,613,87],{"class":74},[68,615,90],{"class":74},[68,617,144],{"class":74},[68,619,148],{"class":147},[68,621,172],{"class":74},[68,623,624],{"class":70,"line":413},[68,625,203],{"class":74},[68,627,628,631,633],{"class":70,"line":430},[68,629,630],{"class":231},"headers ",[68,632,603],{"class":74},[68,634,112],{"class":74},[68,636,637,639,642,644,646,648,651,653],{"class":70,"line":447},[68,638,81],{"class":74},[68,640,641],{"class":147},"Content-Type",[68,643,87],{"class":74},[68,645,90],{"class":74},[68,647,144],{"class":74},[68,649,650],{"class":147},"application\u002Fjson",[68,652,87],{"class":74},[68,654,97],{"class":74},[68,656,657,659,662,664,666,669,672,675,677,679,681,683,686,688,690,692,695],{"class":70,"line":472},[68,658,81],{"class":74},[68,660,661],{"class":147},"Authorization",[68,663,87],{"class":74},[68,665,90],{"class":74},[68,667,668],{"class":84}," f",[68,670,671],{"class":147},"\"Token ",[68,673,674],{"class":93},"{",[68,676,533],{"class":231},[68,678,536],{"class":74},[68,680,540],{"class":539},[68,682,543],{"class":74},[68,684,685],{"class":74},"'",[68,687,548],{"class":147},[68,689,685],{"class":74},[68,691,553],{"class":74},[68,693,694],{"class":93},"}",[68,696,172],{"class":147},[68,698,699],{"class":70,"line":478},[68,700,203],{"class":74},[68,702,704,707,709,711,713,715,717,719,721,723,725,727,729,731,733],{"class":70,"line":703},16,[68,705,706],{"class":231},"url ",[68,708,603],{"class":74},[68,710,668],{"class":84},[68,712,87],{"class":147},[68,714,674],{"class":93},[68,716,533],{"class":231},[68,718,536],{"class":74},[68,720,540],{"class":539},[68,722,543],{"class":74},[68,724,685],{"class":74},[68,726,578],{"class":147},[68,728,685],{"class":74},[68,730,553],{"class":74},[68,732,694],{"class":93},[68,734,735],{"class":147},"\u002Fget\u002Fstatus\"\n",[68,737,739],{"class":70,"line":738},17,[68,740,522],{"emptyLinePlaceholder":521},[68,742,744,747,749,752,754,758,761,765,767,769,772,775,777,780,782,785,787,789,791,794,796,798],{"class":70,"line":743},18,[68,745,746],{"class":231},"res ",[68,748,603],{"class":74},[68,750,751],{"class":231}," requests",[68,753,536],{"class":74},[68,755,757],{"class":756},"s2Zo4","post",[68,759,760],{"class":74},"(",[68,762,764],{"class":763},"sHdIc","url",[68,766,603],{"class":74},[68,768,764],{"class":756},[68,770,771],{"class":74},",",[68,773,774],{"class":763}," headers",[68,776,603],{"class":74},[68,778,779],{"class":756},"headers",[68,781,771],{"class":74},[68,783,784],{"class":763}," data",[68,786,603],{"class":74},[68,788,63],{"class":756},[68,790,536],{"class":74},[68,792,793],{"class":756},"dumps",[68,795,760],{"class":74},[68,797,105],{"class":756},[68,799,800],{"class":74},"))\n",[68,802,804],{"class":70,"line":803},19,[68,805,522],{"emptyLinePlaceholder":521},[68,807,809,812,814,817,820,822,825,827,829,832,834,836],{"class":70,"line":808},20,[68,810,811],{"class":756},"print",[68,813,760],{"class":74},[68,815,816],{"class":84},"f",[68,818,819],{"class":147},"\"result: ",[68,821,674],{"class":93},[68,823,824],{"class":756},"res",[68,826,536],{"class":74},[68,828,63],{"class":756},[68,830,831],{"class":74},"()",[68,833,694],{"class":93},[68,835,87],{"class":147},[68,837,838],{"class":74},")\n",[39,840],{},[47,842,843],{"id":843},"何时使用异步模式",[845,846,847,854,860],"ul",{},[848,849,850,853],"li",{},[17,851,852],{},"降低接口响应延迟","：用户无需等待，持续在应用内使用记忆；",[848,855,856,859],{},[17,857,858],{},"批量添加记忆","：同时处理大量数据，避免阻塞应用；",[848,861,862,865],{},[17,863,864],{},"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。",[25,867,868],{},[14,869,870,871,873,874,876,877,879],{},"注意",[39,872],{},"\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",[30,875,32],{},"字段失效，此时默认使用“异步模式”。您可通过",[30,878,213],{},"接口查询文件记忆的处理进度。",[39,881],{},[42,883,885],{"id":884},"_2-使用同步模式","2. 使用同步模式",[47,887,49],{"id":888},"处理流程-1",[14,890,891,54,893,896],{},[30,892,32],{},[30,894,895],{},"false","时，API 会在记忆处理完成后返回结果：",[59,898,900],{"className":61,"code":899,"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",[30,901,902,906,920,932,944,962,979,983,999],{"__ignoreMap":64},[68,903,904],{"class":70,"line":71},[68,905,75],{"class":74},[68,907,908,910,912,914,916,918],{"class":70,"line":78},[68,909,81],{"class":74},[68,911,30],{"class":84},[68,913,87],{"class":74},[68,915,90],{"class":74},[68,917,94],{"class":93},[68,919,97],{"class":74},[68,921,922,924,926,928,930],{"class":70,"line":100},[68,923,81],{"class":74},[68,925,105],{"class":84},[68,927,87],{"class":74},[68,929,90],{"class":74},[68,931,112],{"class":74},[68,933,934,936,938,940,942],{"class":70,"line":115},[68,935,118],{"class":74},[68,937,122],{"class":121},[68,939,87],{"class":74},[68,941,90],{"class":74},[68,943,129],{"class":74},[68,945,946,948,950,952,954,956,958,960],{"class":70,"line":132},[68,947,118],{"class":74},[68,949,137],{"class":121},[68,951,87],{"class":74},[68,953,90],{"class":74},[68,955,144],{"class":74},[68,957,148],{"class":147},[68,959,87],{"class":74},[68,961,97],{"class":74},[68,963,964,966,968,970,972,974,977],{"class":70,"line":155},[68,965,118],{"class":74},[68,967,160],{"class":121},[68,969,87],{"class":74},[68,971,90],{"class":74},[68,973,144],{"class":74},[68,975,976],{"class":147},"completed",[68,978,172],{"class":74},[68,980,981],{"class":70,"line":175},[68,982,178],{"class":74},[68,984,985,987,989,991,993,995,997],{"class":70,"line":181},[68,986,81],{"class":74},[68,988,186],{"class":84},[68,990,87],{"class":74},[68,992,90],{"class":74},[68,994,144],{"class":74},[68,996,195],{"class":147},[68,998,172],{"class":74},[68,1000,1001],{"class":70,"line":200},[68,1002,203],{"class":74},[14,1004,1005],{},"此时检索记忆，能够检索到已经完全处理好的记忆：",[59,1007,1009],{"className":61,"code":1008,"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  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]\n",[68,1145,1146],{"class":70,"line":430},[68,1147,475],{"class":74},[68,1149,1150,1152],{"class":70,"line":447},[68,1151,553],{"class":74},[68,1153,97],{"class":231},[68,1155,1156,1158,1161,1163,1165],{"class":70,"line":472},[68,1157,87],{"class":74},[68,1159,1160],{"class":147},"preference_detail_list",[68,1162,87],{"class":74},[68,1164,90],{"class":231},[68,1166,235],{"class":74},[68,1168,1169],{"class":70,"line":478},[68,1170,240],{"class":74},[68,1172,1173,1175,1178,1180,1182,1184,1187,1189],{"class":70,"line":703},[68,1174,118],{"class":74},[68,1176,1177],{"class":84},"preference_type",[68,1179,87],{"class":74},[68,1181,90],{"class":74},[68,1183,144],{"class":74},[68,1185,1186],{"class":147},"implicit_preference",[68,1188,87],{"class":74},[68,1190,97],{"class":74},[68,1192,1193,1195,1198,1200,1202,1204,1207,1209],{"class":70,"line":738},[68,1194,118],{"class":74},[68,1196,1197],{"class":84},"preference",[68,1199,87],{"class":74},[68,1201,90],{"class":74},[68,1203,144],{"class":74},[68,1205,1206],{"class":147},"用户可能偏好性价比较高的酒店选择。",[68,1208,87],{"class":74},[68,1210,97],{"class":74},[68,1212,1213,1215,1218,1220,1222,1224,1227,1229],{"class":70,"line":743},[68,1214,118],{"class":74},[68,1216,1217],{"class":84},"reasoning",[68,1219,87],{"class":74},[68,1221,90],{"class":74},[68,1223,144],{"class":74},[68,1225,1226],{"class":147},"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。",[68,1228,87],{"class":74},[68,1230,97],{"class":74},[68,1232,1233,1235,1237,1239,1241,1243,1245],{"class":70,"line":803},[68,1234,118],{"class":74},[68,1236,377],{"class":84},[68,1238,87],{"class":74},[68,1240,90],{"class":74},[68,1242,144],{"class":74},[68,1244,386],{"class":147},[68,1246,172],{"class":74},[68,1248,1249],{"class":70,"line":808},[68,1250,475],{"class":74},[68,1252,1254],{"class":70,"line":1253},21,[68,1255,469],{"class":74},[39,1257],{},[47,1259,1260],{"id":1260},"何时使用同步模式",[845,1262,1263,1269,1275],{},[848,1264,1265,1268],{},[17,1266,1267],{},"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；",[848,1270,1271,1274],{},[17,1272,1273],{},"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",[848,1276,1277,1280],{},[17,1278,1279],{},"小规模操作","：数据量较小、延迟影响不大时，可使用同步模式。",[39,1282],{},[47,1284,1285],{"id":1285},"重要说明",[845,1287,1288,1295],{},[848,1289,1290,1291,1294],{},"异步处理的默认行为现在为 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