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像素之间，请检查图片是否损坏。","复制失败，请重试。","重新加载会话","执行技能结束",{"id":688,"title":689,"api_group":690,"body":691,"description":700,"draft":1695,"endpoint":690,"extension":1696,"hide_next":1695,"hide_toc":1695,"locale":4,"meta":1697,"method":690,"model_id":690,"model_version":690,"nav_category":140,"nav_group":1698,"nav_order":1699,"navigation":1700,"path":1701,"published":1700,"seo":1702,"stem":1703,"translation_key":1704,"translation_status":1705,"__hash__":1706},"docs\u002Fdocs\u002Fscenarios\u002Fvl-realtime.mdc","实时视频理解",null,{"type":692,"value":693,"toc":1692},"minimark",[694,697,701,709,1663,1667,1688],[695,696,689],"h1",{"id":689},[698,699,700],"p",{},"使用 MOSS-VL-Realtime 通过一条 WebSocket 连接持续发送 JPEG、PNG 或 WebP 图像帧，在同一会话中提问并接收增量文本回答，适用于摄像头、屏幕等实时画面理解场景。",[702,703],"guide-overview",{"endpoint":704,"endpoint-label":705,"method":706,"model":707,"model-label":708},"\u002Fv1\u002Frealtime","Endpoint","WSS","moss-vl-realtime-1.0","模型名称",[710,711,713,761,816,962,1125,1327,1505,1639],"docs-steps",{"variant":712},"guide",[714,715,716,725],"docs-step",{"title":338},[698,717,718,719,724],{},"进入 ",[720,721,723],"a",{"href":722},"\u002Fapp\u002Fapi-keys\u002F","API Key 管理平台"," 创建密钥，并仅在服务端环境变量中使用。",[726,727,732],"mosi-code-block",{"copy-error-label":574,"copy-label":728,"copy-success-label":729,"language":730,"title":731},"复制代码","已复制到剪贴板","bash","环境变量",[733,734,738],"pre",{"className":735,"code":736,"language":730,"meta":737,"style":737},"language-bash shiki shiki-themes moss-docs-light","MOSS_API_KEY=\u003Cyour_api_key_here>\n","",[739,740,741],"code",{"__ignoreMap":737},[742,743,746,750,754,758],"span",{"class":744,"line":745},"line",1,[742,747,749],{"class":748},"sAVPb","MOSS_API_KEY",[742,751,753],{"class":752},"sIr0w","=\u003C",[742,755,757],{"class":756},"slr_4","your_api_key_here",[742,759,760],{"class":752},">\n",[714,762,764,767,794,805],{"title":763},"连接与鉴权",[698,765,766],{},"使用服务端 WebSocket 客户端连接接口；在查询参数中指定模型，通过握手请求头传入 API Key。",[768,769,774,783],"parameter-table",{"desc-label":770,"field-label":771,"required-label":772,"type-label":773},"说明","字段","要求","类型",[775,776,780],"field-row",{"name":777,"required":778,"type":779},"model","必填","query string",[698,781,782],{},"模型 ID。使用 moss-vl-realtime-1.0；如需锁定快照，可使用 moss-vl-realtime-1.0-2026-09-09。放在 WebSocket 连接地址的查询参数中。",[775,784,787],{"name":785,"required":778,"type":786},"Authorization","HTTP header",[698,788,789,790,793],{},"Bearer ",[739,791,792],{},"\u003CAPI Key>","；只能放在 WebSocket 握手请求头中。",[726,795,798],{"copy-error-label":574,"copy-label":728,"copy-success-label":729,"language":796,"title":797},"text","连接地址",[733,799,803],{"className":800,"code":802,"language":796,"meta":737},[801],"language-text","wss:\u002F\u002Fapi.mosi.cn\u002Fv1\u002Frealtime?model=moss-vl-realtime-1.0\nAuthorization: Bearer $MOSS_API_KEY\n",[739,804,802],{"__ignoreMap":737},[806,807,810],"mosi-banner",{"icon":808,"type":809},"info-outline","info",[698,811,812,813,815],{},"本接口需要在 WebSocket 握手时通过 ",[739,814,785],{}," 鉴权。请从你的服务端建立连接，不要在浏览器代码中暴露 API Key。",[714,817,819,838,868],{"title":818},"配置会话",[698,820,821,822,825,826,829,830,833,834,837],{},"连接成功后先接收 ",[739,823,824],{},"session.created","，再发送一次 ",[739,827,828],{},"session.configure","。等待服务端返回 ",[739,831,832],{},"session.configured"," 和 ",[739,835,836],{},"session.ready","，之后才能发送画面或问题。",[768,839,840,847,854,861],{"desc-label":770,"field-label":771,"required-label":772,"type-label":773},[775,841,844],{"name":842,"required":778,"type":843},"type","string",[698,845,846],{},"固定为 session.configure。",[775,848,851],{"name":849,"required":850,"type":843},"prompt","可选",[698,852,853],{},"初始用户提示词，默认空字符串。",[775,855,858],{"name":856,"required":850,"type":857},"max_new_tokens","integer",[698,859,860],{},"每次新输入后重置的生成额度，默认 4096，不是整场会话的输出上限。",[775,862,865],{"name":863,"required":850,"type":864},"include_usage","boolean",[698,866,867],{},"是否推送 session.usage 观测事件，默认 false；不影响最终用量返回。",[726,869,871],{"copy-error-label":574,"copy-label":728,"copy-success-label":729,"language":870,"title":828},"json",[733,872,875],{"className":873,"code":874,"language":870,"meta":737,"style":737},"language-json shiki shiki-themes moss-docs-light","{\n  \"type\": \"session.configure\",\n  \"prompt\": \"请持续观察画面，回答我的问题。\",\n  \"max_new_tokens\": 128,\n  \"include_usage\": false\n}\n",[739,876,877,882,906,926,942,956],{"__ignoreMap":737},[742,878,879],{"class":744,"line":745},[742,880,881],{"class":748},"{\n",[742,883,885,888,891,894,897,899,901,903],{"class":744,"line":884},2,[742,886,887],{"class":748},"  \"",[742,889,842],{"class":890},"s3Ugg",[742,892,893],{"class":748},"\"",[742,895,896],{"class":748},": ",[742,898,893],{"class":748},[742,900,828],{"class":756},[742,902,893],{"class":748},[742,904,905],{"class":748},",\n",[742,907,909,911,913,915,917,919,922,924],{"class":744,"line":908},3,[742,910,887],{"class":748},[742,912,849],{"class":890},[742,914,893],{"class":748},[742,916,896],{"class":748},[742,918,893],{"class":748},[742,920,921],{"class":756},"请持续观察画面，回答我的问题。",[742,923,893],{"class":748},[742,925,905],{"class":748},[742,927,929,931,933,935,937,940],{"class":744,"line":928},4,[742,930,887],{"class":748},[742,932,856],{"class":890},[742,934,893],{"class":748},[742,936,896],{"class":748},[742,938,939],{"class":890},"128",[742,941,905],{"class":748},[742,943,945,947,949,951,953],{"class":744,"line":944},5,[742,946,887],{"class":748},[742,948,863],{"class":890},[742,950,893],{"class":748},[742,952,896],{"class":748},[742,954,955],{"class":890},"false\n",[742,957,959],{"class":744,"line":958},6,[742,960,961],{"class":748},"}\n",[714,963,965,980,1006,1088,1094,1106],{"title":964},"发送实时画面",[698,966,967,968,971,972,975,976,979],{},"将摄像头或屏幕画面转为图片帧。先发送一帧完成快速接通；需要持续观察时，按照相同流程继续发送后续帧。每帧先发送 ",[739,969,970],{},"input.frame"," 元数据，收到 ",[739,973,974],{},"input.frame.ready"," 后发送图片二进制，收到 ",[739,977,978],{},"input.frame.accepted"," 后再发送下一帧。发送画面本身不会自动生成回答，问题在下一步单独发送。",[768,981,982,987,993,1000],{"desc-label":770,"field-label":771,"required-label":772,"type-label":773},[775,983,984],{"name":842,"required":778,"type":843},[698,985,986],{},"固定为 input.frame。",[775,988,990],{"name":989,"required":778,"type":857},"seq_no",[698,991,992],{},"图像帧和提问共用从 0 开始的连续序列号。",[775,994,997],{"name":995,"required":778,"type":996},"timestamp","number",[698,998,999],{},"画面采集时间，单位秒；不得早于此前已接纳帧的时间戳。",[775,1001,1003],{"name":1002,"required":778,"type":843},"mime_type",[698,1004,1005],{},"填写 image\u002Fjpeg、image\u002Fpng 或 image\u002Fwebp，且须与实际编码一致。",[726,1007,1009],{"copy-error-label":574,"copy-label":728,"copy-success-label":729,"language":870,"title":1008},"input.frame · JSON 元数据",[733,1010,1012],{"className":873,"code":1011,"language":870,"meta":737,"style":737},"{\n  \"type\": \"input.frame\",\n  \"seq_no\": 0,\n  \"timestamp\": 0.0,\n  \"mime_type\": \"image\u002Fjpeg\"\n}\n",[739,1013,1014,1018,1036,1051,1066,1084],{"__ignoreMap":737},[742,1015,1016],{"class":744,"line":745},[742,1017,881],{"class":748},[742,1019,1020,1022,1024,1026,1028,1030,1032,1034],{"class":744,"line":884},[742,1021,887],{"class":748},[742,1023,842],{"class":890},[742,1025,893],{"class":748},[742,1027,896],{"class":748},[742,1029,893],{"class":748},[742,1031,970],{"class":756},[742,1033,893],{"class":748},[742,1035,905],{"class":748},[742,1037,1038,1040,1042,1044,1046,1049],{"class":744,"line":908},[742,1039,887],{"class":748},[742,1041,989],{"class":890},[742,1043,893],{"class":748},[742,1045,896],{"class":748},[742,1047,1048],{"class":890},"0",[742,1050,905],{"class":748},[742,1052,1053,1055,1057,1059,1061,1064],{"class":744,"line":928},[742,1054,887],{"class":748},[742,1056,995],{"class":890},[742,1058,893],{"class":748},[742,1060,896],{"class":748},[742,1062,1063],{"class":890},"0.0",[742,1065,905],{"class":748},[742,1067,1068,1070,1072,1074,1076,1078,1081],{"class":744,"line":944},[742,1069,887],{"class":748},[742,1071,1002],{"class":890},[742,1073,893],{"class":748},[742,1075,896],{"class":748},[742,1077,893],{"class":748},[742,1079,1080],{"class":756},"image\u002Fjpeg",[742,1082,1083],{"class":748},"\"\n",[742,1085,1086],{"class":744,"line":958},[742,1087,961],{"class":748},[698,1089,1090,1091,1093],{},"收到该帧的 ",[739,1092,974],{}," 后，发送 JPEG 文件的完整二进制字节；不能将图片放进 JSON、Base64 或 multipart。图片接纳后，可以继续发送下一帧，也可以进入下一步提问。",[806,1095,1096],{"icon":808,"type":809},[698,1097,1098,1099,1101,1102,1105],{},"画面帧和问题共用连续的 ",[739,1100,989],{},"。本示例先发送一帧，下一步的问题使用 ",[739,1103,1104],{},"seq_no=1","。",[806,1107,1111],{"icon":1108,"type":1109,"title":1110},"warning-outline","warning","输入限制",[698,1112,1113,1114,1105,1117,1120,1121,1124],{},"不支持直接发送 MP4、视频编码流、图片 URL 或 ",[739,1115,1116],{},"file_id",[739,1118,1119],{},"accepted"," 只表示输入已提交，",[739,1122,1123],{},"processed"," 才表示模型已处理；不能无限推帧。",[714,1126,1128,1139,1162,1241,1247],{"title":1127},"发送问题",[698,1129,1130,1131,1134,1135,1138],{},"画面帧发送完成后，单独发送 ",[739,1132,1133],{},"input.prompt"," 提问。问题不需要重复附带图片，服务端会根据已经接收的实时画面生成回答。",[739,1136,1137],{},"final=false"," 的问题本身不会触发回答：提问后要继续按上一步的流程推送画面帧，回答在后续帧到达后才会出现。",[768,1140,1141,1146,1151,1156],{"desc-label":770,"field-label":771,"required-label":772,"type-label":773},[775,1142,1143],{"name":842,"required":778,"type":843},[698,1144,1145],{},"固定为 input.prompt。",[775,1147,1148],{"name":989,"required":778,"type":857},[698,1149,1150],{},"使用与画面帧连续的下一个序列号。",[775,1152,1153],{"name":849,"required":778,"type":843},[698,1154,1155],{},"不能为空的问题文本。",[775,1157,1159],{"name":1158,"required":850,"type":864},"final",[698,1160,1161],{},"默认 false；最后一次提问时可设为 true 结束会话。",[726,1163,1164],{"copy-error-label":574,"copy-label":728,"copy-success-label":729,"language":870,"title":1133},[733,1165,1167],{"className":873,"code":1166,"language":870,"meta":737,"style":737},"{\n  \"type\": \"input.prompt\",\n  \"seq_no\": 1,\n  \"prompt\": \"请描述画面中的细节。\",\n  \"final\": false\n}\n",[739,1168,1169,1173,1191,1206,1225,1237],{"__ignoreMap":737},[742,1170,1171],{"class":744,"line":745},[742,1172,881],{"class":748},[742,1174,1175,1177,1179,1181,1183,1185,1187,1189],{"class":744,"line":884},[742,1176,887],{"class":748},[742,1178,842],{"class":890},[742,1180,893],{"class":748},[742,1182,896],{"class":748},[742,1184,893],{"class":748},[742,1186,1133],{"class":756},[742,1188,893],{"class":748},[742,1190,905],{"class":748},[742,1192,1193,1195,1197,1199,1201,1204],{"class":744,"line":908},[742,1194,887],{"class":748},[742,1196,989],{"class":890},[742,1198,893],{"class":748},[742,1200,896],{"class":748},[742,1202,1203],{"class":890},"1",[742,1205,905],{"class":748},[742,1207,1208,1210,1212,1214,1216,1218,1221,1223],{"class":744,"line":928},[742,1209,887],{"class":748},[742,1211,849],{"class":890},[742,1213,893],{"class":748},[742,1215,896],{"class":748},[742,1217,893],{"class":748},[742,1219,1220],{"class":756},"请描述画面中的细节。",[742,1222,893],{"class":748},[742,1224,905],{"class":748},[742,1226,1227,1229,1231,1233,1235],{"class":744,"line":944},[742,1228,887],{"class":748},[742,1230,1158],{"class":890},[742,1232,893],{"class":748},[742,1234,896],{"class":748},[742,1236,955],{"class":890},[742,1238,1239],{"class":744,"line":958},[742,1240,961],{"class":748},[698,1242,1243,1244,1246],{},"提问后继续发送下一帧，序号沿用连续的 ",[739,1245,989],{},"，流程与上一步相同。本例在提问后再发送一帧，模型通常会在这一帧处理后开始输出回答；若仍静默，继续推帧即可。",[726,1248,1250],{"copy-error-label":574,"copy-label":728,"copy-success-label":729,"language":870,"title":1249},"input.frame · 提问后的下一帧",[733,1251,1253],{"className":873,"code":1252,"language":870,"meta":737,"style":737},"{\n  \"type\": \"input.frame\",\n  \"seq_no\": 2,\n  \"timestamp\": 1.0,\n  \"mime_type\": \"image\u002Fjpeg\"\n}\n",[739,1254,1255,1259,1277,1292,1307,1323],{"__ignoreMap":737},[742,1256,1257],{"class":744,"line":745},[742,1258,881],{"class":748},[742,1260,1261,1263,1265,1267,1269,1271,1273,1275],{"class":744,"line":884},[742,1262,887],{"class":748},[742,1264,842],{"class":890},[742,1266,893],{"class":748},[742,1268,896],{"class":748},[742,1270,893],{"class":748},[742,1272,970],{"class":756},[742,1274,893],{"class":748},[742,1276,905],{"class":748},[742,1278,1279,1281,1283,1285,1287,1290],{"class":744,"line":908},[742,1280,887],{"class":748},[742,1282,989],{"class":890},[742,1284,893],{"class":748},[742,1286,896],{"class":748},[742,1288,1289],{"class":890},"2",[742,1291,905],{"class":748},[742,1293,1294,1296,1298,1300,1302,1305],{"class":744,"line":928},[742,1295,887],{"class":748},[742,1297,995],{"class":890},[742,1299,893],{"class":748},[742,1301,896],{"class":748},[742,1303,1304],{"class":890},"1.0",[742,1306,905],{"class":748},[742,1308,1309,1311,1313,1315,1317,1319,1321],{"class":744,"line":944},[742,1310,887],{"class":748},[742,1312,1002],{"class":890},[742,1314,893],{"class":748},[742,1316,896],{"class":748},[742,1318,893],{"class":748},[742,1320,1080],{"class":756},[742,1322,1083],{"class":748},[742,1324,1325],{"class":744,"line":958},[742,1326,961],{"class":748},[714,1328,1330,1345,1490],{"title":1329},"接收与展示回答",[698,1331,1332,1333,1336,1337,1340,1341,1344],{},"持续接收服务端事件，按顺序拼接 ",[739,1334,1335],{},"response.text.delta"," 的 ",[739,1338,1339],{},"delta","。使用 ",[739,1342,1343],{},"response_id"," 区分回答段；即使正在等待输入确认，也要处理文本、错误和关闭事件。",[726,1346,1348],{"copy-error-label":574,"copy-label":728,"copy-success-label":729,"language":870,"title":1347},"服务端事件",[733,1349,1351],{"className":873,"code":1350,"language":870,"meta":737,"style":737},"{\"type\":\"response.text.delta\",\"delta\":\"画面中有一辆车。\",\"response_id\":\"resp_xxx\",\"response_seq\":0}\n{\"type\":\"response.done\",\"response_id\":\"resp_xxx\",\"response_seq\":0,\"finish_reason\":\"stop\"}\n",[739,1352,1353,1423],{"__ignoreMap":737},[742,1354,1355,1358,1360,1362,1364,1367,1369,1371,1373,1376,1378,1380,1382,1384,1386,1389,1391,1393,1395,1397,1399,1401,1403,1406,1408,1410,1412,1415,1417,1419,1421],{"class":744,"line":745},[742,1356,1357],{"class":748},"{",[742,1359,893],{"class":748},[742,1361,842],{"class":890},[742,1363,893],{"class":748},[742,1365,1366],{"class":748},":",[742,1368,893],{"class":748},[742,1370,1335],{"class":756},[742,1372,893],{"class":748},[742,1374,1375],{"class":748},",",[742,1377,893],{"class":748},[742,1379,1339],{"class":890},[742,1381,893],{"class":748},[742,1383,1366],{"class":748},[742,1385,893],{"class":748},[742,1387,1388],{"class":756},"画面中有一辆车。",[742,1390,893],{"class":748},[742,1392,1375],{"class":748},[742,1394,893],{"class":748},[742,1396,1343],{"class":890},[742,1398,893],{"class":748},[742,1400,1366],{"class":748},[742,1402,893],{"class":748},[742,1404,1405],{"class":756},"resp_xxx",[742,1407,893],{"class":748},[742,1409,1375],{"class":748},[742,1411,893],{"class":748},[742,1413,1414],{"class":890},"response_seq",[742,1416,893],{"class":748},[742,1418,1366],{"class":748},[742,1420,1048],{"class":890},[742,1422,961],{"class":748},[742,1424,1425,1427,1429,1431,1433,1435,1437,1440,1442,1444,1446,1448,1450,1452,1454,1456,1458,1460,1462,1464,1466,1468,1470,1472,1474,1477,1479,1481,1483,1486,1488],{"class":744,"line":884},[742,1426,1357],{"class":748},[742,1428,893],{"class":748},[742,1430,842],{"class":890},[742,1432,893],{"class":748},[742,1434,1366],{"class":748},[742,1436,893],{"class":748},[742,1438,1439],{"class":756},"response.done",[742,1441,893],{"class":748},[742,1443,1375],{"class":748},[742,1445,893],{"class":748},[742,1447,1343],{"class":890},[742,1449,893],{"class":748},[742,1451,1366],{"class":748},[742,1453,893],{"class":748},[742,1455,1405],{"class":756},[742,1457,893],{"class":748},[742,1459,1375],{"class":748},[742,1461,893],{"class":748},[742,1463,1414],{"class":890},[742,1465,893],{"class":748},[742,1467,1366],{"class":748},[742,1469,1048],{"class":890},[742,1471,1375],{"class":748},[742,1473,893],{"class":748},[742,1475,1476],{"class":890},"finish_reason",[742,1478,893],{"class":748},[742,1480,1366],{"class":748},[742,1482,893],{"class":748},[742,1484,1485],{"class":756},"stop",[742,1487,893],{"class":748},[742,1489,961],{"class":748},[806,1491,1492],{"icon":808,"type":809},[698,1493,1494,1495,1498,1499,1105,1502,1504],{},"模型可能返回 ",[739,1496,1497],{},"response.turn.silence"," 暂时不输出文字；新问题也可能触发 ",[739,1500,1501],{},"response.turn.interrupted",[739,1503,1439],{}," 只表示一段回答结束，连接仍可继续使用。",[714,1506,1508,1526,1607],{"title":1507},"结束会话",[698,1509,1510,1511,1513,1514,1517,1518,1521,1522,1525],{},"如果还要继续提问，可以继续使用下一个序号；准备结束时，再将最后一次 ",[739,1512,1133],{}," 设置为 ",[739,1515,1516],{},"final=true","，并继续接收事件直至 ",[739,1519,1520],{},"session.done","。如需提前停止，可发送 ",[739,1523,1524],{},"session.abort","。这两种结束方式择一使用。",[726,1527,1529],{"copy-error-label":574,"copy-label":728,"copy-success-label":729,"language":870,"title":1528},"最后一次输入",[733,1530,1532],{"className":873,"code":1531,"language":870,"meta":737,"style":737},"{\n  \"type\": \"input.prompt\",\n  \"seq_no\": 3,\n  \"prompt\": \"请总结刚才看到的内容。\",\n  \"final\": true\n}\n",[739,1533,1534,1538,1556,1571,1590,1603],{"__ignoreMap":737},[742,1535,1536],{"class":744,"line":745},[742,1537,881],{"class":748},[742,1539,1540,1542,1544,1546,1548,1550,1552,1554],{"class":744,"line":884},[742,1541,887],{"class":748},[742,1543,842],{"class":890},[742,1545,893],{"class":748},[742,1547,896],{"class":748},[742,1549,893],{"class":748},[742,1551,1133],{"class":756},[742,1553,893],{"class":748},[742,1555,905],{"class":748},[742,1557,1558,1560,1562,1564,1566,1569],{"class":744,"line":908},[742,1559,887],{"class":748},[742,1561,989],{"class":890},[742,1563,893],{"class":748},[742,1565,896],{"class":748},[742,1567,1568],{"class":890},"3",[742,1570,905],{"class":748},[742,1572,1573,1575,1577,1579,1581,1583,1586,1588],{"class":744,"line":928},[742,1574,887],{"class":748},[742,1576,849],{"class":890},[742,1578,893],{"class":748},[742,1580,896],{"class":748},[742,1582,893],{"class":748},[742,1584,1585],{"class":756},"请总结刚才看到的内容。",[742,1587,893],{"class":748},[742,1589,905],{"class":748},[742,1591,1592,1594,1596,1598,1600],{"class":744,"line":944},[742,1593,887],{"class":748},[742,1595,1158],{"class":890},[742,1597,893],{"class":748},[742,1599,896],{"class":748},[742,1601,1602],{"class":890},"true\n",[742,1604,1605],{"class":744,"line":958},[742,1606,961],{"class":748},[726,1608,1610],{"copy-error-label":574,"copy-label":728,"copy-success-label":729,"language":870,"title":1609},"主动结束",[733,1611,1613],{"className":873,"code":1612,"language":870,"meta":737,"style":737},"{\n  \"type\": \"session.abort\"\n}\n",[739,1614,1615,1619,1635],{"__ignoreMap":737},[742,1616,1617],{"class":744,"line":745},[742,1618,881],{"class":748},[742,1620,1621,1623,1625,1627,1629,1631,1633],{"class":744,"line":884},[742,1622,887],{"class":748},[742,1624,842],{"class":890},[742,1626,893],{"class":748},[742,1628,896],{"class":748},[742,1630,893],{"class":748},[742,1632,1524],{"class":756},[742,1634,1083],{"class":748},[742,1636,1637],{"class":744,"line":908},[742,1638,961],{"class":748},[714,1640,1642,1652],{"title":1641},"验证成功",[698,1643,1644,1645,1647,1648,1651],{},"对本例的提问，确认在补发画面帧后收到并拼接了非空文本，最后收到 ",[739,1646,1520],{}," 且 ",[739,1649,1650],{},"reason=completed","。模型对部分画面或问题可能正常静默，不能把每次没有文本都判为调用失败；如果全程没有文本，先确认提问后是否继续推送了画面帧。",[806,1653,1654],{"icon":808,"type":809},[698,1655,1656,1658,1659,1662],{},[739,1657,1520],{}," 才是整场会话终点，最终用量以其中的 ",[739,1660,1661],{},"usage"," 为准。若连接关闭前未收到该事件，最终状态和用量应标记为未知。",[1664,1665,1666],"h2",{"id":1666},"下一步",[1668,1669,1670,1680],"feature-card-grid",{"columns":1289},[1671,1672,1677],"feature-card",{"href":1673,"icon":1674,"label":198,"title":1675,"variant":1676},"\u002Fdocs\u002Freference\u002Fvl-realtime","api","查看接口：WSS \u002Fv1\u002Frealtime","action",[698,1678,1679],{},"通过 WebSocket 持续发送图像帧并提问，服务端返回增量文本事件。该接口是视觉理解协议，不兼容语音 Realtime，也不是 SSE。",[1671,1681,1685],{"href":1682,"icon":1683,"label":159,"title":1684,"variant":1676},"\u002Fdocs\u002Fgetting-started\u002Fmodels","cube-two","查看模型概览",[698,1686,1687],{},"查看模型 ID、能力和适用场景。",[1689,1690,1691],"style",{},"html pre.shiki code .sAVPb, html code.shiki .sAVPb{--shiki-default:#24292F}html pre.shiki code .sIr0w, html code.shiki .sIr0w{--shiki-default:#8250DF}html pre.shiki code .slr_4, html code.shiki .slr_4{--shiki-default:#CF222E}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: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html pre.shiki code .s3Ugg, html code.shiki .s3Ugg{--shiki-default:#0550AE}",{"title":737,"searchDepth":884,"depth":884,"links":1693},[1694],{"id":1666,"depth":884,"text":1666},false,"mdc",{},"scenarios",86,true,"\u002Fdocs\u002Fscenarios\u002Fvl-realtime",{"title":689,"description":700},"docs\u002Fscenarios\u002Fvl-realtime","scenarios\u002Fvl-realtime","source","vlG6WSK1GayHq5bciUtWT8to3r1KeeyYWAZ5nfrcuPI",[1708,1714,1718,1723,1727,1731,1735,1739,1743,1748,1752,1756,1760,1764,1768,1773,1776,1781,1784,1788,1792,1796,1800,1805,1809,1813,1817,1822,1826,1831,1835,1841,1845,1850,1854,1856,1860,1864,1868,1872,1876,1880,1883,1887,1891,1896,1900,1904,1908,1911,1915,1920,1924,1925,1928,1933,1937,1942],{"path":1709,"title":1710,"description":1711,"nav_group":1712,"nav_order":1713,"method":690,"nav_category":690},"\u002Fdocs\u002Ferrors-and-limits\u002Ferror-codes","错误码","平台通用错误码集中在本页，资源相关错误码保留在对应的 Reference 页面。","errors-and-limits",10,{"path":1715,"title":363,"description":1716,"nav_group":1717,"nav_order":1713,"method":690,"nav_category":690},"\u002Fdocs\u002Fgetting-started\u002Fquickstart","用一个最小请求完成第一次 API 调用，只需准备 API Key 和可用的 voice_id。","getting-started",{"path":1719,"title":1720,"description":1721,"nav_group":1722,"nav_order":1713,"method":690,"nav_category":690},"\u002Fdocs\u002Freference","API 概览","查询 Moss API 的 endpoint、请求参数、返回值、流式事件和共享规则。","reference",{"path":1724,"title":1725,"description":1726,"nav_group":1698,"nav_order":1713,"method":690,"nav_category":550},"\u002Fdocs\u002Fscenarios\u002Fsingle-voice","单人语音生成","使用 moss-tts-1.5-flash 将文本合成为单一音色语音；TTS 1.5 Flash 支持在 input 中通过 [pause X.Ys] 控制停顿。",{"path":1728,"title":1729,"description":1730,"nav_group":1712,"nav_order":1713,"method":690,"nav_category":690},"\u002Fen\u002Fdocs\u002Ferrors-and-limits\u002Ferror-codes","Error Codes","Platform-wide error codes are documented here; resource-specific errors remain on the relevant Reference page.",{"path":1732,"title":1733,"description":1734,"nav_group":1717,"nav_order":1713,"method":690,"nav_category":690},"\u002Fen\u002Fdocs\u002Fgetting-started\u002Fquickstart","Quickstart","Make your first API call with a minimal request using an API Key and a valid voice_id.",{"path":1736,"title":1737,"description":1738,"nav_group":1722,"nav_order":1713,"method":690,"nav_category":690},"\u002Fen\u002Fdocs\u002Freference","API Overview","Look up Moss API endpoints, request parameters, return values, streaming events, and shared rules.",{"path":1740,"title":1741,"description":1742,"nav_group":1698,"nav_order":1713,"method":690,"nav_category":550},"\u002Fen\u002Fdocs\u002Fscenarios\u002Fsingle-voice","Single-Speaker Speech Generation","Synthesize text with moss-tts-1.5-flash; TTS 1.5 Flash supports [pause X.Ys] in input for pause control.",{"path":1744,"title":1745,"description":1746,"nav_group":1712,"nav_order":1747,"method":690,"nav_category":690},"\u002Fdocs\u002Ferrors-and-limits\u002Flimits","请求限制","请求限制由网关、文件服务、模型服务和计费系统共同决定，以公开 API 的稳定约束为准。",20,{"path":1749,"title":1750,"description":1751,"nav_group":1717,"nav_order":1747,"method":690,"nav_category":690},"\u002Fdocs\u002Fgetting-started\u002Foverview","基础概念","按场景选择模型，并理解 Moss API 的输入方式、执行方式、响应对象与错误排查。",{"path":1753,"title":1754,"description":1755,"nav_group":1698,"nav_order":1747,"method":690,"nav_category":550},"\u002Fdocs\u002Fscenarios\u002Fdialogue","多人语音生成","将多角色对话文本合成为完整对话音频，适合播客、角色扮演、有声书和课程对话。",{"path":1757,"title":1758,"description":1759,"nav_group":1712,"nav_order":1747,"method":690,"nav_category":690},"\u002Fen\u002Fdocs\u002Ferrors-and-limits\u002Flimits","Request Limits","Request limits are jointly enforced by the gateway, file service, model service, and billing system.",{"path":1761,"title":1762,"description":1763,"nav_group":1717,"nav_order":1747,"method":690,"nav_category":690},"\u002Fen\u002Fdocs\u002Fgetting-started\u002Foverview","Core Concepts","Choose a model by scenario, then understand Moss API inputs, execution modes, responses, and troubleshooting.",{"path":1765,"title":1766,"description":1767,"nav_group":1698,"nav_order":1747,"method":690,"nav_category":550},"\u002Fen\u002Fdocs\u002Fscenarios\u002Fdialogue","Multi-speaker Speech","Synthesize multi-character dialogue text into complete dialogue audio, suited to podcasts, role-play, audiobooks, and course dialogues.",{"path":1769,"title":1770,"description":1771,"nav_group":1712,"nav_order":1772,"method":690,"nav_category":690},"\u002Fdocs\u002Ferrors-and-limits\u002Fcallback-rules","回调安全规则","异步任务可通过 webhook_url 接收终态通知，URL 必须是公网可访问的 HTTPS 地址。",30,{"path":1682,"title":1774,"description":1775,"nav_group":1717,"nav_order":1772,"method":690,"nav_category":690},"模型列表","当前模型覆盖语音生成、语音识别与多模态理解，可使用稳定 model ID 或固定 snapshot 版本。",{"path":1777,"title":1778,"description":1779,"nav_group":1722,"nav_order":1772,"method":1780,"nav_category":159},"\u002Fdocs\u002Freference\u002Fmodels","查询模型列表","查询当前 API Key 可用的模型列表。","GET",{"path":1782,"title":63,"description":1783,"nav_group":1698,"nav_order":1772,"method":690,"nav_category":395},"\u002Fdocs\u002Fscenarios\u002Fvoice-design","根据待合成文本和声音风格描述，生成对应风格的音色或语音预览。",{"path":1785,"title":1786,"description":1787,"nav_group":1712,"nav_order":1772,"method":690,"nav_category":690},"\u002Fen\u002Fdocs\u002Ferrors-and-limits\u002Fcallback-rules","Callback Security Rules","Asynchronous tasks can send terminal-state notifications to webhook_url, which must be a publicly accessible HTTPS address.",{"path":1789,"title":1790,"description":1791,"nav_group":1717,"nav_order":1772,"method":690,"nav_category":690},"\u002Fen\u002Fdocs\u002Fgetting-started\u002Fmodels","Model List","Current models cover speech generation, speech recognition, and multimodal understanding, with stable model IDs and fixed snapshots.",{"path":1793,"title":1794,"description":1795,"nav_group":1722,"nav_order":1772,"method":1780,"nav_category":159},"\u002Fen\u002Fdocs\u002Freference\u002Fmodels","List Models","List the models available to the current API Key.",{"path":1797,"title":1798,"description":1799,"nav_group":1698,"nav_order":1772,"method":690,"nav_category":395},"\u002Fen\u002Fdocs\u002Fscenarios\u002Fvoice-design","Voice Design","Generate a matching voice or speech preview from the text to synthesize and a natural-language voice-style description.",{"path":1801,"title":61,"description":1802,"nav_group":1722,"nav_order":1803,"method":1804,"nav_category":377},"\u002Fdocs\u002Freference\u002Ffiles-create","上传文件并获取 file_id。multipart 字段必须为 file，purpose 为必填；返回的 file_id 可用于音频转写和多模态理解等接口。",40,"POST",{"path":1806,"title":1807,"description":1808,"nav_group":1698,"nav_order":1803,"method":690,"nav_category":395},"\u002Fdocs\u002Fscenarios\u002Fvoice-clone","克隆音色","上传一段参考音频文件（multipart audio_sample），创建可复用的 voice_id，供后续 TTS 或 TTSD 使用。",{"path":1810,"title":1811,"description":1812,"nav_group":1722,"nav_order":1803,"method":1804,"nav_category":377},"\u002Fen\u002Fdocs\u002Freference\u002Ffiles-create","Upload File","Upload a file and obtain a file_id. The multipart field must be named file, and purpose is required; the returned file_id can be used with audio transcription, multimodal understanding, and other endpoints.",{"path":1814,"title":1815,"description":1816,"nav_group":1698,"nav_order":1803,"method":690,"nav_category":395},"\u002Fen\u002Fdocs\u002Fscenarios\u002Fvoice-clone","Clone a Voice","Upload a reference audio file (multipart audio_sample) to create a reusable voice_id for later use in TTS or TTSD.",{"path":1818,"title":1819,"description":1820,"nav_group":1722,"nav_order":1821,"method":1780,"nav_category":377},"\u002Fdocs\u002Freference\u002Ffiles-list","查询文件列表","查询当前账号上传的文件列表。",41,{"path":1823,"title":1824,"description":1825,"nav_group":1722,"nav_order":1821,"method":1780,"nav_category":377},"\u002Fen\u002Fdocs\u002Freference\u002Ffiles-list","List Files","List files uploaded by the current account.",{"path":1827,"title":1828,"description":1829,"nav_group":1722,"nav_order":1830,"method":1780,"nav_category":377},"\u002Fdocs\u002Freference\u002Ffile-detail","查询文件详情","查询文件详情。使用 POST \u002Fv1\u002Ffiles 上传返回的 file_id 查询。",42,{"path":1832,"title":1833,"description":1834,"nav_group":1722,"nav_order":1830,"method":1780,"nav_category":377},"\u002Fen\u002Fdocs\u002Freference\u002Ffile-detail","Get File","Get file details. Use the file_id returned by POST \u002Fv1\u002Ffiles.",{"path":1836,"title":1837,"description":1838,"nav_group":1722,"nav_order":1839,"method":1840,"nav_category":377},"\u002Fdocs\u002Freference\u002Ffile-delete","删除文件","删除已上传文件。",43,"DELETE",{"path":1842,"title":1843,"description":1844,"nav_group":1722,"nav_order":1839,"method":1840,"nav_category":377},"\u002Fen\u002Fdocs\u002Freference\u002Ffile-delete","Delete File","Delete an uploaded file.",{"path":1846,"title":1847,"description":1848,"nav_group":1722,"nav_order":1849,"method":1804,"nav_category":140},"\u002Fdocs\u002Freference\u002Fresponses","创建响应","使用 MOSS-VL 理解图片或视频，并以 Responses API 对象返回文本结果。每次请求必须同时包含文本指令和媒体。",45,{"path":1851,"title":1852,"description":1853,"nav_group":1722,"nav_order":1849,"method":1804,"nav_category":140},"\u002Fen\u002Fdocs\u002Freference\u002Fresponses","Create Response","Use MOSS-VL to understand images or videos and return text results as a Responses API object. Each request must include both a text instruction and media.",{"path":1673,"title":689,"description":1679,"nav_group":1722,"nav_order":1855,"method":706,"nav_category":140},46,{"path":1857,"title":1858,"description":1859,"nav_group":1722,"nav_order":1855,"method":706,"nav_category":140},"\u002Fen\u002Fdocs\u002Freference\u002Fvl-realtime","Realtime video understanding","Continuously send image frames and questions over WebSocket and receive incremental text events. This is a visual understanding protocol, incompatible with audio Realtime, and is not SSE.",{"path":1861,"title":1725,"description":1862,"nav_group":1722,"nav_order":1863,"method":1804,"nav_category":550},"\u002Fdocs\u002Freference\u002Fspeech","文本转语音接口；使用 voice_id 指定音色，支持非流式、原始 PCM 与 SSE 流式输出。",50,{"path":1865,"title":1866,"description":1867,"nav_group":1722,"nav_order":1863,"method":1804,"nav_category":550},"\u002Fen\u002Fdocs\u002Freference\u002Fspeech","Single-speaker Speech","Generate speech from text with a voice_id, using non-streaming output, raw PCM, or SSE.",{"path":1869,"title":535,"description":1870,"nav_group":1722,"nav_order":1871,"method":1804,"nav_category":492},"\u002Fdocs\u002Freference\u002Ftranscriptions","音频转写接口。支持 multipart file、file_id、url、audio_url，不支持audio_data。",60,{"path":1873,"title":1874,"description":1875,"nav_group":1722,"nav_order":1871,"method":1804,"nav_category":492},"\u002Fen\u002Fdocs\u002Freference\u002Ftranscriptions","Create Transcription","Audio transcription endpoint. Supports multipart file, file_id, url, and audio_url; audio_data is not supported.",{"path":1877,"title":331,"description":1878,"nav_group":1722,"nav_order":1879,"method":1780,"nav_category":395},"\u002Fdocs\u002Freference\u002Fvoices-list","查询当前账号可用音色列表。",70,{"path":1881,"title":535,"description":1882,"nav_group":1698,"nav_order":1879,"method":690,"nav_category":492},"\u002Fdocs\u002Fscenarios\u002Ftranscribe","将音频转换为文本，适合会议、访谈、语音消息和媒体内容处理。",{"path":1884,"title":1885,"description":1886,"nav_group":1722,"nav_order":1879,"method":1780,"nav_category":395},"\u002Fen\u002Fdocs\u002Freference\u002Fvoices-list","List Voices","List the voices available to the current account.",{"path":1888,"title":1889,"description":1890,"nav_group":1698,"nav_order":1879,"method":690,"nav_category":492},"\u002Fen\u002Fdocs\u002Fscenarios\u002Ftranscribe","Audio Transcription","Convert audio into text — ideal for meetings, interviews, voice messages, and media content processing.",{"path":1892,"title":1893,"description":1894,"nav_group":1722,"nav_order":1895,"method":1804,"nav_category":395},"\u002Fdocs\u002Freference\u002Fvoices-create","创建音色","上传本地参考音频，创建可复用的音色 ID。",71,{"path":1897,"title":1898,"description":1899,"nav_group":1722,"nav_order":1895,"method":1804,"nav_category":395},"\u002Fen\u002Fdocs\u002Freference\u002Fvoices-create","Create Voice","Upload a local reference audio file to create a reusable voice ID.",{"path":1901,"title":1754,"description":1902,"nav_group":1722,"nav_order":1903,"method":1804,"nav_category":550},"\u002Fdocs\u002Freference\u002Fspeakers","多人对话语音生成；使用 speakers 定义说话人与音色，并通过 segments 指定分段文本。",80,{"path":1905,"title":1906,"description":1907,"nav_group":1698,"nav_order":1903,"method":690,"nav_category":492},"\u002Fdocs\u002Fscenarios\u002Ftranscribe-diarization","多说话人转写","将多说话人音频转为带说话人信息的转写结果，适合会议、访谈和播客。",{"path":1909,"title":1766,"description":1910,"nav_group":1722,"nav_order":1903,"method":1804,"nav_category":550},"\u002Fen\u002Fdocs\u002Freference\u002Fspeakers","Generate multi-speaker dialogue by defining speakers, voices, and text segments.",{"path":1912,"title":1913,"description":1914,"nav_group":1698,"nav_order":1903,"method":690,"nav_category":492},"\u002Fen\u002Fdocs\u002Fscenarios\u002Ftranscribe-diarization","Multi-Speaker Transcription","Convert multi-speaker audio into transcription results with speaker information — ideal for meetings, interviews, and podcasts.",{"path":1916,"title":1917,"description":1918,"nav_group":1698,"nav_order":1919,"method":690,"nav_category":140},"\u002Fdocs\u002Fscenarios\u002Fimage-video-understanding","图片与视频理解","使用 MOSS-VL 理解图片或视频，并以 Responses API 对象返回文本结果。",85,{"path":1921,"title":1922,"description":1923,"nav_group":1698,"nav_order":1919,"method":690,"nav_category":140},"\u002Fen\u002Fdocs\u002Fscenarios\u002Fimage-video-understanding","Image and Video Understanding","Use MOSS-VL to understand images or video and return text in a Responses API object.",{"path":1701,"title":689,"description":700,"nav_group":1698,"nav_order":1699,"method":690,"nav_category":140},{"path":1926,"title":1858,"description":1927,"nav_group":1698,"nav_order":1699,"method":690,"nav_category":140},"\u002Fen\u002Fdocs\u002Fscenarios\u002Fvl-realtime","Use MOSS-VL-Realtime to continuously send JPEG, PNG, or WebP frames over one WebSocket connection, ask questions in the same session, and receive incremental text answers for camera or screen understanding.",{"path":1929,"title":1930,"description":1931,"nav_group":1722,"nav_order":1932,"method":1804,"nav_category":395},"\u002Fdocs\u002Freference\u002Fvoice-generations","音色生成","通过文本和声音描述生成音色或语音。",90,{"path":1934,"title":1935,"description":1936,"nav_group":1722,"nav_order":1932,"method":1804,"nav_category":395},"\u002Fen\u002Fdocs\u002Freference\u002Fvoice-generations","Generate Voice","Generate a voice or speech from text and a voice description.",{"path":1938,"title":1939,"description":1940,"nav_group":1722,"nav_order":1941,"method":1780,"nav_category":440},"\u002Fdocs\u002Freference\u002Faudio-task","查询任务","使用异步请求返回的 task_id 查询语音生成、音色生成和音频转写任务的状态与结果。",120,{"path":1943,"title":1944,"description":1945,"nav_group":1722,"nav_order":1941,"method":1780,"nav_category":440},"\u002Fen\u002Fdocs\u002Freference\u002Faudio-task","Get Task","Use the task_id returned by an asynchronous request to query speech generation, voice generation, or audio transcription task status and 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