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Edit it through\nthe standard ",[994,1048,1045],{}," REST API; changes take effect on the next message\nwith no restart.",[978,1051,1052],{},"This document walks through the wiring end-to-end so you can customize or\nreplace any layer independently.",[1054,1055,1057],"h2",{"id":1056},"architecture-at-a-glance","Architecture at a glance",[1059,1060,1065],"pre",{"className":1061,"code":1063,"language":1064},[1062],"language-text","Browser\n  │  POST \u002Fapi\u002Fchat                  {messages}\n  ▼\nNuxt Nitro proxy  (website\u002Fserver\u002Fapi\u002Fchat.post.ts)\n  │  POST \u002Fapi\u002Fv1\u002Fassistant\u002Fmessages {messages}\n  ▼\nGo backend — modules\u002Fassistant\n  │  resolves published version of flow \"assistant\"\n  │  flowexec.Executor().RunAsync(RunInput{...})\n  │  flowexec.Subscribe(runID) → FlowEvents\n  ▼\nFlowDSL flow \"assistant\"\n  start → guard-in → chat (redelay\u002Fllm-chat) → guard-out → end\n                  ↘                           ↘\n                    rejected                   rejected\n","text",[994,1066,1063],{"__ignoreMap":1067},"",[978,1069,1070,1071,1073,1074,1077],{},"The frontend only knows about ",[994,1072,1008],{}," and the SSE frame shape. Swapping\nthe backing flow for a RAG pipeline, a tool-router, or a multi-step agent\nchanges ",[989,1075,1076],{},"nothing"," about the browser bundle.",[1079,1080,1082],"h3",{"id":1081},"guarded-by-default","Guarded by default",[978,1084,1085,1086,1092,1093,1096,1097,1100,1101,1013,1104,1107,1108,1111,1112,1115],{},"Both the default and production assistant flows wrap the LLM call with\n",[1087,1088,1089],"a",{"href":699},[994,1090,1091],{},"redelay\u002Fllm-guard"," router nodes — one before\nthe chat (classifies user input) and one after (classifies assistant output).\nOn a ",[994,1094,1095],{},"Block"," verdict the flow routes through a ",[994,1098,1099],{},"core\u002Ftemplate-render","\ntransform (",[994,1102,1103],{},"refusal-in",[994,1105,1106],{},"refusal-out",") that stamps a configurable refusal\nmessage onto the packet before the ",[994,1109,1110],{},"rejected"," terminal, so the client\nalways receives a useful reply instead of silence. The production variant\nadditionally fans blocked outputs to a trust-and-safety email via\n",[994,1113,1114],{},"ephemeral"," delivery so a send failure cannot block the user-facing stream.",[978,1117,1118],{},"Guard behaviour is tunable without a code change:",[982,1120,1121,1132,1142,1153],{},[985,1122,1123,1124,1127,1128,1131],{},"Set ",[994,1125,1126],{},"GUARD_PROVIDER=qwen3guard"," to turn on classification; leave unset to\ndisable (the flow still runs — the nodes simply route everything to\n",[994,1129,1130],{},"Allow",").",[985,1133,1134,1137,1138,1141],{},[994,1135,1136],{},"GUARD_MODEL"," (default ",[994,1139,1140],{},"Qwen3Guard-Gen-8B"," — free on OVH) selects the\nclassifier variant.",[985,1143,1144,1145,1148,1149,1152],{},"Admin settings ",[994,1146,1147],{},"ai-guard.default_on_error"," and ",[994,1150,1151],{},"ai-guard.block_flagged","\ntune fail-open vs fail-closed behaviour and whether controversial messages\nare treated as blocks.",[985,1154,1155,1156,1159,1160,1162,1163,1165,1166,1169,1170,1173],{},"The refusal copy is just the ",[994,1157,1158],{},"template"," setting on the ",[994,1161,1103],{}," \u002F\n",[994,1164,1106],{}," nodes — edit it in Studio, save a new version, publish.\nInterpolation works: ",[994,1167,1168],{},"{{.decision.reason}}",", ",[994,1171,1172],{},"{{.decision.categories}}",".",[978,1175,1176,1177,1180,1181,1184,1185,1187,1188,1191,1192,1195],{},"The SSE pump streams ",[994,1178,1179],{},"content"," from whichever terminal the flow reaches\n(",[994,1182,1183],{},"end"," on success, ",[994,1186,1110],{}," on block) — ",[994,1189,1190],{},"ASSISTANT_OUTPUT_NODE"," is a\ncomma-separated list of terminal ids; the default ",[994,1193,1194],{},"end,rejected"," covers\nboth without a code change.",[978,1197,1198,1199,1203,1204,1209],{},"See the ",[1087,1200,1202],{"href":1201},"\u002Fdocs\u002Freference\u002Fgo-ai#guard-package-safety-classification","go-ai guard reference"," for the full contract and the ",[1087,1205,1206,1208],{"href":699},[994,1207,1091],{}," node doc"," for the refusal wiring pattern.",[1054,1211,1213],{"id":1212},"step-1-backend-wiring","Step 1 — Backend wiring",[978,1215,1216,1219],{},[994,1217,1218],{},"backend\u002Fcmd\u002Fapi\u002Fmain.go"," blank-imports the three packages that matter:",[1059,1221,1225],{"className":1222,"code":1223,"language":1224,"meta":1067,"style":1067},"language-go shiki shiki-themes material-theme-lighter material-theme material-theme-palenight","import (\n    _ \"github.com\u002Fredelay\u002Fgo-flowdsl\u002Fflowexec\u002Fmodule\"            \u002F\u002F flow storage + runner\n    _ \"github.com\u002Fredelay\u002Fgo-ai\u002Fllm\u002Fflowdsl\"              \u002F\u002F llm-chat \u002F llm-embed FlowDSL nodes\n    _ \"github.com\u002Fredelay\u002Fgo-ai\u002Fllm\u002Fproviders\u002Follama\"     \u002F\u002F at least one provider\n    _ \"github.com\u002Fredelay\u002Fbackend\u002Fmodules\u002Fassistant\"      \u002F\u002F the chat endpoint + default flow\n)\n","go",[994,1226,1227,1234,1239,1244,1249,1254],{"__ignoreMap":1067},[1228,1229,1231],"span",{"class":1230,"line":10},"line",[1228,1232,1233],{},"import (\n",[1228,1235,1236],{"class":1230,"line":16},[1228,1237,1238],{},"    _ \"github.com\u002Fredelay\u002Fgo-flowdsl\u002Fflowexec\u002Fmodule\"            \u002F\u002F flow storage + runner\n",[1228,1240,1241],{"class":1230,"line":22},[1228,1242,1243],{},"    _ \"github.com\u002Fredelay\u002Fgo-ai\u002Fllm\u002Fflowdsl\"              \u002F\u002F llm-chat \u002F llm-embed FlowDSL nodes\n",[1228,1245,1246],{"class":1230,"line":51},[1228,1247,1248],{},"    _ \"github.com\u002Fredelay\u002Fgo-ai\u002Fllm\u002Fproviders\u002Follama\"     \u002F\u002F at least one provider\n",[1228,1250,1251],{"class":1230,"line":57},[1228,1252,1253],{},"    _ \"github.com\u002Fredelay\u002Fbackend\u002Fmodules\u002Fassistant\"      \u002F\u002F the chat endpoint + default flow\n",[1228,1255,1256],{"class":1230,"line":102},[1228,1257,1258],{},")\n",[978,1260,1261,1262,1264,1265,1268,1269,1272],{},"Order matters: ",[994,1263,1045],{}," registers its factory first, so when the\n",[994,1266,1267],{},"assistant"," factory runs it can resolve ",[994,1270,1271],{},"flowexecmod.Current()"," and hold a\nreference.",[978,1274,1275,1276,1279,1280,1283,1284,1287],{},"After ",[994,1277,1278],{},"server.Default()"," returns, ",[994,1281,1282],{},"main.go"," initialises the LLM provider\nregistry from environment variables and registers the ",[994,1285,1286],{},"redelay\u002Fllm-chat","\nhandler with the flow engine:",[1059,1289,1291],{"className":1222,"code":1290,"language":1224,"meta":1067,"style":1067},"llm.BootstrapFromEnv()\nllmflowdsl.Register(fx.Engine())\n",[994,1292,1293,1298],{"__ignoreMap":1067},[1228,1294,1295],{"class":1230,"line":10},[1228,1296,1297],{},"llm.BootstrapFromEnv()\n",[1228,1299,1300],{"class":1230,"line":16},[1228,1301,1302],{},"llmflowdsl.Register(fx.Engine())\n",[978,1304,1305,1306,1309],{},"At this point the server exposes two new endpoints under ",[994,1307,1308],{},"ROUTE_PREFIX",":",[1311,1312,1313,1329],"table",{},[1314,1315,1316],"thead",{},[1317,1318,1319,1323,1326],"tr",{},[1320,1321,1322],"th",{},"Method",[1320,1324,1325],{},"Path",[1320,1327,1328],{},"Purpose",[1330,1331,1332,1346],"tbody",{},[1317,1333,1334,1338,1343],{},[1335,1336,1337],"td",{},"POST",[1335,1339,1340],{},[994,1341,1342],{},"\u002Fassistant\u002Fmessages",[1335,1344,1345],{},"Chat SSE stream",[1317,1347,1348,1350,1355],{},[1335,1349,1337],{},[1335,1351,1352],{},[994,1353,1354],{},"\u002Fassistant\u002Freset",[1335,1356,1357],{},"Re-seed the flow from the embedded default (superuser)",[1054,1359,1361],{"id":1360},"step-2-the-default-flow","Step 2 — The default flow",[978,1363,1364,1367,1368,1309],{},[994,1365,1366],{},"backend\u002Fmodules\u002Fassistant\u002Fflows\u002Fdefault.flowdsl.json"," is embedded into the\nbinary via ",[994,1369,1370],{},"go:embed",[1059,1372,1376],{"className":1373,"code":1374,"language":1375,"meta":1067,"style":1067},"language-json shiki shiki-themes material-theme-lighter material-theme material-theme-palenight","{\n  \"id\": \"assistant\",\n  \"name\": \"Project Assistant (default)\",\n  \"nodes\": [\n    { \"id\": \"start\", \"kind\": \"start\" },\n    {\n      \"id\": \"chat\", \"kind\": \"action\",\n      \"action_ref\": \"redelay\u002Fllm-chat\",\n      \"config\": {\n        \"providerID\": \"${ASSISTANT_PROVIDER:-ollama}\",\n        \"model\":      \"${ASSISTANT_MODEL:-mistral-nemo:12b}\",\n        \"temperature\": 0.2,\n        \"stream\": false\n      }\n    },\n    { \"id\": \"end\", \"kind\": \"end\" }\n  ],\n  \"edges\": [\n    { \"id\": \"e1\", \"from\": \"start\", \"to\": \"chat\" },\n    { \"id\": \"e2\", \"from\": \"chat\",  \"to\": \"end\"  }\n  ]\n}\n","json",[994,1377,1378,1384,1409,1429,1443,1485,1490,1527,1546,1560,1582,1602,1618,1632,1637,1642,1679,1684,1697,1752,1806,1811],{"__ignoreMap":1067},[1228,1379,1380],{"class":1230,"line":10},[1228,1381,1383],{"class":1382},"sMK4o","{\n",[1228,1385,1386,1389,1393,1396,1398,1401,1404,1406],{"class":1230,"line":16},[1228,1387,1388],{"class":1382},"  \"",[1228,1390,1392],{"class":1391},"spNyl","id",[1228,1394,1395],{"class":1382},"\"",[1228,1397,1309],{"class":1382},[1228,1399,1400],{"class":1382}," \"",[1228,1402,1267],{"class":1403},"sfazB",[1228,1405,1395],{"class":1382},[1228,1407,1408],{"class":1382},",\n",[1228,1410,1411,1413,1416,1418,1420,1422,1425,1427],{"class":1230,"line":22},[1228,1412,1388],{"class":1382},[1228,1414,1415],{"class":1391},"name",[1228,1417,1395],{"class":1382},[1228,1419,1309],{"class":1382},[1228,1421,1400],{"class":1382},[1228,1423,1424],{"class":1403},"Project Assistant (default)",[1228,1426,1395],{"class":1382},[1228,1428,1408],{"class":1382},[1228,1430,1431,1433,1436,1438,1440],{"class":1230,"line":51},[1228,1432,1388],{"class":1382},[1228,1434,1435],{"class":1391},"nodes",[1228,1437,1395],{"class":1382},[1228,1439,1309],{"class":1382},[1228,1441,1442],{"class":1382}," [\n",[1228,1444,1445,1448,1450,1453,1455,1457,1459,1462,1464,1467,1469,1472,1474,1476,1478,1480,1482],{"class":1230,"line":57},[1228,1446,1447],{"class":1382},"    {",[1228,1449,1400],{"class":1382},[1228,1451,1392],{"class":1452},"sBMFI",[1228,1454,1395],{"class":1382},[1228,1456,1309],{"class":1382},[1228,1458,1400],{"class":1382},[1228,1460,1461],{"class":1403},"start",[1228,1463,1395],{"class":1382},[1228,1465,1466],{"class":1382},",",[1228,1468,1400],{"class":1382},[1228,1470,1471],{"class":1452},"kind",[1228,1473,1395],{"class":1382},[1228,1475,1309],{"class":1382},[1228,1477,1400],{"class":1382},[1228,1479,1461],{"class":1403},[1228,1481,1395],{"class":1382},[1228,1483,1484],{"class":1382}," },\n",[1228,1486,1487],{"class":1230,"line":102},[1228,1488,1489],{"class":1382},"    {\n",[1228,1491,1492,1495,1497,1499,1501,1503,1506,1508,1510,1512,1514,1516,1518,1520,1523,1525],{"class":1230,"line":108},[1228,1493,1494],{"class":1382},"      \"",[1228,1496,1392],{"class":1452},[1228,1498,1395],{"class":1382},[1228,1500,1309],{"class":1382},[1228,1502,1400],{"class":1382},[1228,1504,1505],{"class":1403},"chat",[1228,1507,1395],{"class":1382},[1228,1509,1466],{"class":1382},[1228,1511,1400],{"class":1382},[1228,1513,1471],{"class":1452},[1228,1515,1395],{"class":1382},[1228,1517,1309],{"class":1382},[1228,1519,1400],{"class":1382},[1228,1521,1522],{"class":1403},"action",[1228,1524,1395],{"class":1382},[1228,1526,1408],{"class":1382},[1228,1528,1529,1531,1534,1536,1538,1540,1542,1544],{"class":1230,"line":114},[1228,1530,1494],{"class":1382},[1228,1532,1533],{"class":1452},"action_ref",[1228,1535,1395],{"class":1382},[1228,1537,1309],{"class":1382},[1228,1539,1400],{"class":1382},[1228,1541,1286],{"class":1403},[1228,1543,1395],{"class":1382},[1228,1545,1408],{"class":1382},[1228,1547,1548,1550,1553,1555,1557],{"class":1230,"line":120},[1228,1549,1494],{"class":1382},[1228,1551,1552],{"class":1452},"config",[1228,1554,1395],{"class":1382},[1228,1556,1309],{"class":1382},[1228,1558,1559],{"class":1382}," {\n",[1228,1561,1562,1565,1569,1571,1573,1575,1578,1580],{"class":1230,"line":181},[1228,1563,1564],{"class":1382},"        \"",[1228,1566,1568],{"class":1567},"sbssI","providerID",[1228,1570,1395],{"class":1382},[1228,1572,1309],{"class":1382},[1228,1574,1400],{"class":1382},[1228,1576,1577],{"class":1403},"${ASSISTANT_PROVIDER:-ollama}",[1228,1579,1395],{"class":1382},[1228,1581,1408],{"class":1382},[1228,1583,1584,1586,1589,1591,1593,1595,1598,1600],{"class":1230,"line":186},[1228,1585,1564],{"class":1382},[1228,1587,1588],{"class":1567},"model",[1228,1590,1395],{"class":1382},[1228,1592,1309],{"class":1382},[1228,1594,1494],{"class":1382},[1228,1596,1597],{"class":1403},"${ASSISTANT_MODEL:-mistral-nemo:12b}",[1228,1599,1395],{"class":1382},[1228,1601,1408],{"class":1382},[1228,1603,1604,1606,1609,1611,1613,1616],{"class":1230,"line":191},[1228,1605,1564],{"class":1382},[1228,1607,1608],{"class":1567},"temperature",[1228,1610,1395],{"class":1382},[1228,1612,1309],{"class":1382},[1228,1614,1615],{"class":1567}," 0.2",[1228,1617,1408],{"class":1382},[1228,1619,1620,1622,1625,1627,1629],{"class":1230,"line":197},[1228,1621,1564],{"class":1382},[1228,1623,1624],{"class":1567},"stream",[1228,1626,1395],{"class":1382},[1228,1628,1309],{"class":1382},[1228,1630,1631],{"class":1382}," false\n",[1228,1633,1634],{"class":1230,"line":203},[1228,1635,1636],{"class":1382},"      }\n",[1228,1638,1639],{"class":1230,"line":214},[1228,1640,1641],{"class":1382},"    },\n",[1228,1643,1644,1646,1648,1650,1652,1654,1656,1658,1660,1662,1664,1666,1668,1670,1672,1674,1676],{"class":1230,"line":223},[1228,1645,1447],{"class":1382},[1228,1647,1400],{"class":1382},[1228,1649,1392],{"class":1452},[1228,1651,1395],{"class":1382},[1228,1653,1309],{"class":1382},[1228,1655,1400],{"class":1382},[1228,1657,1183],{"class":1403},[1228,1659,1395],{"class":1382},[1228,1661,1466],{"class":1382},[1228,1663,1400],{"class":1382},[1228,1665,1471],{"class":1452},[1228,1667,1395],{"class":1382},[1228,1669,1309],{"class":1382},[1228,1671,1400],{"class":1382},[1228,1673,1183],{"class":1403},[1228,1675,1395],{"class":1382},[1228,1677,1678],{"class":1382}," }\n",[1228,1680,1681],{"class":1230,"line":229},[1228,1682,1683],{"class":1382},"  ],\n",[1228,1685,1686,1688,1691,1693,1695],{"class":1230,"line":234},[1228,1687,1388],{"class":1382},[1228,1689,1690],{"class":1391},"edges",[1228,1692,1395],{"class":1382},[1228,1694,1309],{"class":1382},[1228,1696,1442],{"class":1382},[1228,1698,1699,1701,1703,1705,1707,1709,1711,1714,1716,1718,1720,1723,1725,1727,1729,1731,1733,1735,1737,1740,1742,1744,1746,1748,1750],{"class":1230,"line":240},[1228,1700,1447],{"class":1382},[1228,1702,1400],{"class":1382},[1228,1704,1392],{"class":1452},[1228,1706,1395],{"class":1382},[1228,1708,1309],{"class":1382},[1228,1710,1400],{"class":1382},[1228,1712,1713],{"class":1403},"e1",[1228,1715,1395],{"class":1382},[1228,1717,1466],{"class":1382},[1228,1719,1400],{"class":1382},[1228,1721,1722],{"class":1452},"from",[1228,1724,1395],{"class":1382},[1228,1726,1309],{"class":1382},[1228,1728,1400],{"class":1382},[1228,1730,1461],{"class":1403},[1228,1732,1395],{"class":1382},[1228,1734,1466],{"class":1382},[1228,1736,1400],{"class":1382},[1228,1738,1739],{"class":1452},"to",[1228,1741,1395],{"class":1382},[1228,1743,1309],{"class":1382},[1228,1745,1400],{"class":1382},[1228,1747,1505],{"class":1403},[1228,1749,1395],{"class":1382},[1228,1751,1484],{"class":1382},[1228,1753,1754,1756,1758,1760,1762,1764,1766,1769,1771,1773,1775,1777,1779,1781,1783,1785,1787,1789,1791,1793,1795,1797,1799,1801,1803],{"class":1230,"line":246},[1228,1755,1447],{"class":1382},[1228,1757,1400],{"class":1382},[1228,1759,1392],{"class":1452},[1228,1761,1395],{"class":1382},[1228,1763,1309],{"class":1382},[1228,1765,1400],{"class":1382},[1228,1767,1768],{"class":1403},"e2",[1228,1770,1395],{"class":1382},[1228,1772,1466],{"class":1382},[1228,1774,1400],{"class":1382},[1228,1776,1722],{"class":1452},[1228,1778,1395],{"class":1382},[1228,1780,1309],{"class":1382},[1228,1782,1400],{"class":1382},[1228,1784,1505],{"class":1403},[1228,1786,1395],{"class":1382},[1228,1788,1466],{"class":1382},[1228,1790,1388],{"class":1382},[1228,1792,1739],{"class":1452},[1228,1794,1395],{"class":1382},[1228,1796,1309],{"class":1382},[1228,1798,1400],{"class":1382},[1228,1800,1183],{"class":1403},[1228,1802,1395],{"class":1382},[1228,1804,1805],{"class":1382},"  }\n",[1228,1807,1808],{"class":1230,"line":251},[1228,1809,1810],{"class":1382},"  ]\n",[1228,1812,1813],{"class":1230,"line":257},[1228,1814,1815],{"class":1382},"}\n",[978,1817,1818,1819,1309],{},"On the first startup the module calls ",[994,1820,1821],{},"ensureFlow(ctx, force=false)",[1823,1824,1825,1832],"ol",{},[985,1826,1827,1828,1831],{},"If no flow with ID ",[994,1829,1830],{},"\"assistant\""," exists, it is created, the embedded JSON\nis saved as version 1, and that version is published.",[985,1833,1834,1835,1838],{},"If a flow already exists, the embedded default is ",[989,1836,1837],{},"ignored"," — whatever\nthe project has saved and published is what runs.",[978,1840,1841],{},"This gives you \"works out of the box\" on a fresh install and \"my\ncustomizations win\" from that point on.",[1054,1843,1845],{"id":1844},"step-3-request-lifecycle","Step 3 — Request lifecycle",[978,1847,1848,1849,1309],{},"Each POST to ",[994,1850,1342],{},[1823,1852,1853,1859,1865,1875,1882],{},[985,1854,1855,1856,1173],{},"Decodes ",[994,1857,1858],{},"{messages, meta}",[985,1860,1861,1862,1173],{},"Resolves the current published version via ",[994,1863,1864],{},"flowexec.Store().GetPublishedVersion(ctx, \"assistant\")",[985,1866,1867,1868,1871,1872,1173],{},"Builds ",[994,1869,1870],{},"RunInput{Workflow, VersionID, VersionHash, Input: {messages: ...}}","\nand launches via ",[994,1873,1874],{},"Executor().RunAsync",[985,1876,1877,1878,1881],{},"Subscribes to live ",[994,1879,1880],{},"FlowEvent","s for the returned run ID.",[985,1883,1884,1885],{},"Translates each event into a chat-frame:\n",[982,1886,1887,1901,1910,1919,1928],{},[985,1888,1889,1892,1893,992,1895,1897,1898,1900],{},[994,1890,1891],{},"KindNodeDone"," on the configured ",[994,1894,1190],{},[994,1896,1505],{}," by\ndefault) → ",[994,1899,1012],{}," frame, content pulled out of the node's payload.",[985,1902,1903,1905,1906,1909],{},[994,1904,1891],{}," on any other node → ",[994,1907,1908],{},"{trace}"," frame (diagnostics, skipped\nby the default UI).",[985,1911,1912,1915,1916,1918],{},[994,1913,1914],{},"KindNodeFailed"," → ",[994,1917,1019],{}," frame.",[985,1920,1921,1924,1925,1918],{},[994,1922,1923],{},"KindRunCompleted"," → terminal ",[994,1926,1927],{},"{done: true}",[985,1929,1930,1915,1933,1935],{},[994,1931,1932],{},"KindRunFailed",[994,1934,1019],{}," frame and close.",[978,1937,987,1938,1941,1942,1169,1944,1169,1947,1169,1950,1953,1954,1957],{},[994,1939,1940],{},"extractContent"," helper accepts several payload shapes\n(",[994,1943,1179],{},[994,1945,1946],{},"message.content",[994,1948,1949],{},"output.content",[994,1951,1952],{},"output.message.content",",\nor ",[994,1955,1956],{},"output"," as a string), so you can swap the chat node for any handler\nthat writes one of those keys.",[1054,1959,1961],{"id":1960},"step-4-frontend-wiring","Step 4 — Frontend wiring",[978,1963,1964,1967,1968,1970],{},[994,1965,1966],{},"website\u002Fapp\u002Fcomponents\u002FAiAssistant.vue"," drops into any Nuxt page and\nrenders a brand-styled slide-over. It delegates everything to\n",[994,1969,1000],{},", which:",[982,1972,1973,1981,1987,1998],{},[985,1974,1975,1976,1978,1979,1173],{},"POSTs to ",[994,1977,1008],{}," with ",[994,1980,1004],{},[985,1982,1983,1984,1986],{},"Streams the SSE body, coalescing ",[994,1985,1012],{}," frames into the in-progress\nassistant message.",[985,1988,1989,1990,1992,1993,1995,1996,1173],{},"Treats ",[994,1991,1016],{}," as success, ",[994,1994,1019],{}," as failure, and ignores ",[994,1997,1908],{},[985,1999,2000,2001,2004],{},"Stores conversation state in a Nuxt ",[994,2002,2003],{},"useState"," singleton so the composable\nsurvives route changes.",[978,2006,2007,2008,2011],{},"The Nitro proxy in ",[994,2009,2010],{},"website\u002Fserver\u002Fapi\u002Fchat.post.ts"," is the only place the\nwebsite speaks to the backend:",[1059,2013,2016],{"className":2014,"code":2015,"language":1064},[1062],"POST \u002Fapi\u002Fchat → ${REDELAY_BACKEND_URL}${REDELAY_ROUTE_PREFIX}\u002Fassistant\u002Fmessages\n",[994,2017,2015],{"__ignoreMap":1067},[978,2019,2020],{},"It pipes the backend's SSE body straight through to the browser.",[1054,2022,2024],{"id":2023},"step-5-customizing-the-flow","Step 5 — Customizing the flow",[978,2026,2027,2028,2030],{},"Because the flow lives in the ",[994,2029,1045],{}," store, you edit it the same way\nyou would any other flow — no code change needed:",[1059,2032,2036],{"className":2033,"code":2034,"language":2035,"meta":1067,"style":1067},"language-bash shiki shiki-themes material-theme-lighter material-theme material-theme-palenight","# Fetch current version\ncurl http:\u002F\u002Flocalhost:8000\u002Fapi\u002Fv1\u002Fflowexec\u002Fflows\u002Fassistant\n\n# Save a new version with a richer graph (prompt-template → retrieval → llm-chat)\ncurl -X POST http:\u002F\u002Flocalhost:8000\u002Fapi\u002Fv1\u002Fflowexec\u002Fflows\u002Fassistant\u002Fversions \\\n  -H 'Content-Type: application\u002Fjson' \\\n  --data @my-rag-flow.flowdsl.json\n\n# Publish the new version\ncurl -X POST http:\u002F\u002Flocalhost:8000\u002Fapi\u002Fv1\u002Fflowexec\u002Fflows\u002Fassistant\u002Fpublish \\\n  -H 'Content-Type: application\u002Fjson' \\\n  -d '{\"versionID\": \"\u003Cid from previous response>\"}'\n","bash",[994,2037,2038,2044,2052,2058,2063,2080,2096,2104,2108,2113,2126,2138],{"__ignoreMap":1067},[1228,2039,2040],{"class":1230,"line":10},[1228,2041,2043],{"class":2042},"sHwdD","# Fetch current version\n",[1228,2045,2046,2049],{"class":1230,"line":16},[1228,2047,2048],{"class":1452},"curl",[1228,2050,2051],{"class":1403}," http:\u002F\u002Flocalhost:8000\u002Fapi\u002Fv1\u002Fflowexec\u002Fflows\u002Fassistant\n",[1228,2053,2054],{"class":1230,"line":22},[1228,2055,2057],{"emptyLinePlaceholder":2056},true,"\n",[1228,2059,2060],{"class":1230,"line":51},[1228,2061,2062],{"class":2042},"# Save a new version with a richer graph (prompt-template → retrieval → llm-chat)\n",[1228,2064,2065,2067,2070,2073,2076],{"class":1230,"line":57},[1228,2066,2048],{"class":1452},[1228,2068,2069],{"class":1403}," -X",[1228,2071,2072],{"class":1403}," POST",[1228,2074,2075],{"class":1403}," http:\u002F\u002Flocalhost:8000\u002Fapi\u002Fv1\u002Fflowexec\u002Fflows\u002Fassistant\u002Fversions",[1228,2077,2079],{"class":2078},"sTEyZ"," \\\n",[1228,2081,2082,2085,2088,2091,2094],{"class":1230,"line":102},[1228,2083,2084],{"class":1403},"  -H",[1228,2086,2087],{"class":1382}," '",[1228,2089,2090],{"class":1403},"Content-Type: application\u002Fjson",[1228,2092,2093],{"class":1382},"'",[1228,2095,2079],{"class":2078},[1228,2097,2098,2101],{"class":1230,"line":108},[1228,2099,2100],{"class":1403},"  --data",[1228,2102,2103],{"class":1403}," @my-rag-flow.flowdsl.json\n",[1228,2105,2106],{"class":1230,"line":114},[1228,2107,2057],{"emptyLinePlaceholder":2056},[1228,2109,2110],{"class":1230,"line":120},[1228,2111,2112],{"class":2042},"# Publish the new version\n",[1228,2114,2115,2117,2119,2121,2124],{"class":1230,"line":181},[1228,2116,2048],{"class":1452},[1228,2118,2069],{"class":1403},[1228,2120,2072],{"class":1403},[1228,2122,2123],{"class":1403}," http:\u002F\u002Flocalhost:8000\u002Fapi\u002Fv1\u002Fflowexec\u002Fflows\u002Fassistant\u002Fpublish",[1228,2125,2079],{"class":2078},[1228,2127,2128,2130,2132,2134,2136],{"class":1230,"line":186},[1228,2129,2084],{"class":1403},[1228,2131,2087],{"class":1382},[1228,2133,2090],{"class":1403},[1228,2135,2093],{"class":1382},[1228,2137,2079],{"class":2078},[1228,2139,2140,2143,2145,2148],{"class":1230,"line":191},[1228,2141,2142],{"class":1403},"  -d",[1228,2144,2087],{"class":1382},[1228,2146,2147],{"class":1403},"{\"versionID\": \"\u003Cid from previous response>\"}",[1228,2149,2150],{"class":1382},"'\n",[978,2152,2153,2154,2157],{},"The next message your users send runs on the new flow. Old runs remain\npinned to their original ",[994,2155,2156],{},"versionHash",", so historical traces stay\nreproducible.",[978,2159,2160],{},"To revert to the module's embedded default, hit the superuser-only reset\nendpoint:",[1059,2162,2164],{"className":2033,"code":2163,"language":2035,"meta":1067,"style":1067},"curl -X POST http:\u002F\u002Flocalhost:8000\u002Fapi\u002Fv1\u002Fassistant\u002Freset \\\n  -H \"Authorization: Bearer $SUPERUSER_TOKEN\"\n",[994,2165,2166,2179],{"__ignoreMap":1067},[1228,2167,2168,2170,2172,2174,2177],{"class":1230,"line":10},[1228,2169,2048],{"class":1452},[1228,2171,2069],{"class":1403},[1228,2173,2072],{"class":1403},[1228,2175,2176],{"class":1403}," http:\u002F\u002Flocalhost:8000\u002Fapi\u002Fv1\u002Fassistant\u002Freset",[1228,2178,2079],{"class":2078},[1228,2180,2181,2183,2185,2188,2191],{"class":1230,"line":16},[1228,2182,2084],{"class":1403},[1228,2184,1400],{"class":1382},[1228,2186,2187],{"class":1403},"Authorization: Bearer ",[1228,2189,2190],{"class":2078},"$SUPERUSER_TOKEN",[1228,2192,2193],{"class":1382},"\"\n",[1054,2195,2197],{"id":2196},"environment-variables","Environment variables",[1079,2199,2201],{"id":2200},"assistant-module","Assistant module",[1311,2203,2204,2216],{},[1314,2205,2206],{},[1317,2207,2208,2211,2214],{},[1320,2209,2210],{},"Variable",[1320,2212,2213],{},"Default",[1320,2215,1328],{},[1330,2217,2218,2232,2250,2276,2297],{},[1317,2219,2220,2225,2229],{},[1335,2221,2222],{},[994,2223,2224],{},"ASSISTANT_FLOW_ID",[1335,2226,2227],{},[994,2228,1267],{},[1335,2230,2231],{},"Flow key in the flowexec store",[1317,2233,2234,2239,2244],{},[1335,2235,2236],{},[994,2237,2238],{},"ASSISTANT_INPUT_KEY",[1335,2240,2241],{},[994,2242,2243],{},"messages",[1335,2245,2246,2247],{},"Map key under which the chat history is placed in ",[994,2248,2249],{},"RunInput.Input",[1317,2251,2252,2256,2260],{},[1335,2253,2254],{},[994,2255,1190],{},[1335,2257,2258],{},[994,2259,1194],{},[1335,2261,2262,2263,2266,2267,2269,2270,2272,2273,2275],{},"Comma-separated list of terminal node ids whose ",[994,2264,2265],{},"node.done"," payload is streamed as ",[994,2268,1179],{}," — defaults cover the success (",[994,2271,1183],{},") and guard-block (",[994,2274,1110],{},") terminals",[1317,2277,2278,2283,2288],{},[1335,2279,2280],{},[994,2281,2282],{},"ASSISTANT_PROVIDER",[1335,2284,2285],{},[994,2286,2287],{},"ollama",[1335,2289,2290,2291,2294,2295],{},"Referenced by ",[994,2292,2293],{},"${...}"," interpolation in the default flow's ",[994,2296,1568],{},[1317,2298,2299,2304,2309],{},[1335,2300,2301],{},[994,2302,2303],{},"ASSISTANT_MODEL",[1335,2305,2306],{},[994,2307,2308],{},"mistral-nemo:12b",[1335,2310,2290,2311,2294,2313],{},[994,2312,2293],{},[994,2314,1588],{},[1079,2316,2318,2319,2322],{"id":2317},"llm-provider-registry-go-aillm","LLM provider registry (",[994,2320,2321],{},"go-ai\u002Fllm",")",[978,2324,2325,2328,2329,2332],{},[994,2326,2327],{},"BootstrapFromEnv()"," reads ",[994,2330,2331],{},"LLM_PROVIDER"," and calls the matching factory.\nEach factory then reads its own env vars:",[1311,2334,2335,2346],{},[1314,2336,2337],{},[1317,2338,2339,2341,2343],{},[1320,2340,2210],{},[1320,2342,2213],{},[1320,2344,2345],{},"Provider",[1330,2347,2348,2377,2392,2407,2422,2436,2450],{},[1317,2349,2350,2354,2360],{},[1335,2351,2352],{},[994,2353,2331],{},[1335,2355,2356],{},[2357,2358,2359],"em",{},"(none — skip)",[1335,2361,2362,2363,1169,2365,1169,2368,1169,2371,1169,2374],{},"Which factory to build: ",[994,2364,2287],{},[994,2366,2367],{},"openai",[994,2369,2370],{},"anthropic",[994,2372,2373],{},"gemini",[994,2375,2376],{},"ovh",[1317,2378,2379,2384,2389],{},[1335,2380,2381],{},[994,2382,2383],{},"OLLAMA_URL",[1335,2385,2386],{},[994,2387,2388],{},"http:\u002F\u002Flocalhost:11434",[1335,2390,2391],{},"Ollama API base URL",[1317,2393,2394,2399,2404],{},[1335,2395,2396],{},[994,2397,2398],{},"OLLAMA_MODEL",[1335,2400,2401],{},[994,2402,2403],{},"llama3.1",[1335,2405,2406],{},"Ollama default model (overridden by flow config)",[1317,2408,2409,2414,2419],{},[1335,2410,2411],{},[994,2412,2413],{},"OPENAI_API_KEY",[1335,2415,2416],{},[2357,2417,2418],{},"(required)",[1335,2420,2421],{},"OpenAI API key",[1317,2423,2424,2429,2433],{},[1335,2425,2426],{},[994,2427,2428],{},"ANTHROPIC_API_KEY",[1335,2430,2431],{},[2357,2432,2418],{},[1335,2434,2435],{},"Anthropic API key",[1317,2437,2438,2443,2447],{},[1335,2439,2440],{},[994,2441,2442],{},"GEMINI_API_KEY",[1335,2444,2445],{},[2357,2446,2418],{},[1335,2448,2449],{},"Google Gemini API key",[1317,2451,2452,2457,2461],{},[1335,2453,2454],{},[994,2455,2456],{},"OVH_AI_ENDPOINTS_TOKEN",[1335,2458,2459],{},[2357,2460,2418],{},[1335,2462,2463],{},"OVH AI Endpoints API token",[978,2465,2466,2467,1148,2470,2473,2474,2476],{},"All providers also accept optional ",[994,2468,2469],{},"baseURL",[994,2471,2472],{},"defaultModel"," via the\nfactory config map, but when launched from ",[994,2475,2327],{}," those are\nread from env only (see each provider's godoc for the full list).",[1079,2478,2480],{"id":2479},"website-proxy-nitro","Website proxy (Nitro)",[1311,2482,2483,2493],{},[1314,2484,2485],{},[1317,2486,2487,2489,2491],{},[1320,2488,2210],{},[1320,2490,2213],{},[1320,2492,1328],{},[1330,2494,2495,2510],{},[1317,2496,2497,2502,2507],{},[1335,2498,2499],{},[994,2500,2501],{},"REDELAY_BACKEND_URL",[1335,2503,2504],{},[994,2505,2506],{},"http:\u002F\u002Flocalhost:8000",[1335,2508,2509],{},"Go backend base URL",[1317,2511,2512,2517,2522],{},[1335,2513,2514],{},[994,2515,2516],{},"REDELAY_ROUTE_PREFIX",[1335,2518,2519],{},[994,2520,2521],{},"\u002Fapi\u002Fv1",[1335,2523,2524],{},"Backend route prefix",[1054,2526,2528],{"id":2527},"testing","Testing",[978,2530,2531,2532,2535,2536,2538,2539,2541],{},"The module ships a unit test (",[994,2533,2534],{},"backend\u002Fmodules\u002Fassistant\u002Fmodule_test.go",")\nthat exercises the whole path against the ",[994,2537,1045],{}," memstore and a stub\n",[994,2540,1286],{}," handler. It covers:",[982,2543,2544,2547,2550,2560,2570],{},[985,2545,2546],{},"Seeding the default flow on a fresh store.",[985,2548,2549],{},"Preserving project customizations on subsequent startups.",[985,2551,2552,2553,2556,2557,1131],{},"The end-to-end SSE stream via ",[994,2554,2555],{},"httptest.NewServer"," (real ",[994,2558,2559],{},"http.Flusher",[985,2561,2562,2565,2566,2569],{},[994,2563,2564],{},"400"," on missing messages and ",[994,2567,2568],{},"409"," when no version is published.",[985,2571,2572,2574],{},[994,2573,1940],{}," fallbacks for the common payload shapes.",[1059,2576,2578],{"className":2033,"code":2577,"language":2035,"meta":1067,"style":1067},"cd backend && go test .\u002Fmodules\u002Fassistant\u002F... -v\n",[994,2579,2580],{"__ignoreMap":1067},[1228,2581,2582,2586,2589,2592,2595,2598,2601],{"class":1230,"line":10},[1228,2583,2585],{"class":2584},"s2Zo4","cd",[1228,2587,2588],{"class":1403}," backend",[1228,2590,2591],{"class":1382}," &&",[1228,2593,2594],{"class":1452}," go",[1228,2596,2597],{"class":1403}," test",[1228,2599,2600],{"class":1403}," .\u002Fmodules\u002Fassistant\u002F...",[1228,2602,2603],{"class":1403}," -v\n",[1054,2605,2607],{"id":2606},"when-to-reach-past-this-module","When to reach past this module",[978,2609,2610],{},"If your assistant needs:",[982,2612,2613,2626,2636],{},[985,2614,2615,2618,2619,2621,2622,2625],{},[989,2616,2617],{},"Multi-tenant flows"," (different prompts per customer): customize\n",[994,2620,2224],{}," at request time via ",[994,2623,2624],{},"meta"," and add a router node that\ndispatches on the tenant — no module change.",[985,2627,2628,2631,2632,2635],{},[989,2629,2630],{},"Tool calls \u002F RAG",": add nodes to the flow. ",[994,2633,2634],{},"redelay\u002Fllm-tool-router","\nand any node you register on the engine are available.",[985,2637,2638,2641,2642,2645],{},[989,2639,2640],{},"Different transport"," (WebSocket, gRPC): replace ",[994,2643,2644],{},"routes.go"," — the rest\nof the module is transport-agnostic.",[978,2647,2648],{},"The module is intentionally thin so you can fork the entire folder into a\nproject and iterate freely without fighting the framework.",[1054,2650,2652],{"id":2651},"production-patterns","Production patterns",[978,2654,2655,2656,2659,2660,2663],{},"The repo ships ",[989,2657,2658],{},"three"," flow templates that showcase how to grow past\nthe three-node default as your assistant takes on more responsibility.\nLoad any of them via ",[994,2661,2662],{},"POST \u002Fapi\u002Fv1\u002Fflows\u002Fassistant\u002Fversions?format=spec","\nand publish.",[1079,2665,2667],{"id":2666},"_1-human-hand-off-on-escalation","1. Human hand-off on escalation",[978,2669,2670,2673,2674],{},[989,2671,2672],{},"File:"," ",[994,2675,2676],{},"spec\u002Fexamples\u002Fassistant-human-handoff.flowdsl.json",[978,2678,2679,2680,2683,2684,2687,2688,2691],{},"The LLM's system prompt instructs it to prefix replies with a literal\n",[994,2681,2682],{},"[[ESCALATE]]"," token when it believes the request needs a human\n(explicit request, safety-critical topic, low confidence). A fan-out\nedge with a ",[994,2685,2686],{},"condition: contains(input.message.content, \"[[ESCALATE]]\")","\ntriggers ",[994,2689,2690],{},"redelay\u002Femail-send"," on the same output — the user still gets\ntheir reply, and the on-call team gets notified.",[1059,2693,2696],{"className":2694,"code":2695,"language":1064},[1062]," start ─► chat ─► end            (primary: user-facing SSE)\n          └────► notify-team     (fan-out, only on [[ESCALATE]] token,\n                                  ephemeral delivery so the email\n                                  never blocks the chat response)\n",[994,2697,2695],{"__ignoreMap":1067},[1079,2699,2701],{"id":2700},"_2-tool-calling-with-a-router","2. Tool-calling with a router",[978,2703,2704,2673,2706],{},[989,2705,2672],{},[994,2707,2708],{},"spec\u002Fexamples\u002Fassistant-with-tools.flowdsl.json",[978,2710,2711,2712,2714,2715,2718,2719,2722,2723,2726,2727,2730,2731,2733,2734,2737],{},"Uses ",[994,2713,2634],{}," (kind: ",[994,2716,2717],{},"router",") to branch on whether\nthe LLM returned ",[994,2720,2721],{},"toolCalls",". The ",[994,2724,2725],{},"Tool"," port loops through a project-\nspecific ",[994,2728,2729],{},"run-tool"," handler that executes the call and appends the\nresult to ",[994,2732,2243],{},"; the ",[994,2735,2736],{},"Message"," port flows straight to the sink.",[1059,2739,2742],{"className":2740,"code":2741,"language":1064},[1062]," start ─► chat ─► router ─► end            (plain reply path)\n                  └────► run-tool ─► chat  (tool loop — append result,\n                                            re-query the model)\n",[994,2743,2741],{"__ignoreMap":1067},[1079,2745,2747],{"id":2746},"_3-production-default-with-fan-out-audit-escalation","3. Production default with fan-out audit + escalation",[978,2749,2750,2673,2752],{},[989,2751,2672],{},[994,2753,2754],{},"backend\u002Fmodules\u002Fassistant\u002Fflows\u002Fproduction.flowdsl.json",[978,2756,2757],{},"The full template that the assistant module can ship as its default\ninstead of the minimal three-node file. It adds:",[982,2759,2760,2776,2782],{},[985,2761,2762,2763,2765,2766,1169,2769,2772,2773,1173],{},"An inline SLO on the ",[994,2764,1505],{}," node (",[994,2767,2768],{},"p95_latency_ms",[994,2770,2771],{},"max_error_rate",")\nso Live-mode shows violation badges the moment the LLM provider\ngets slow. See\n",[1087,2774,111],{"href":2775},"\u002Fdocs\u002Fguides\u002Fobservability#declaring-slos",[985,2777,2778,2779,2781],{},"The same ",[994,2780,2682],{}," hand-off pattern as example 1.",[985,2783,2784,2785,2788],{},"A single-file drop-in — copy over the minimal default with\n",[994,2786,2787],{},"cp backend\u002Fmodules\u002Fassistant\u002Fflows\u002Fproduction.flowdsl.json backend\u002Fmodules\u002Fassistant\u002Fflows\u002Fdefault.flowdsl.json","\nand restart, or load it via the flowexec API without touching code.",[1079,2790,2792],{"id":2791},"what-to-add-next","What to add next",[978,2794,2795,2796,2799,2800,2803,2804,2806],{},"Node refs used above (",[994,2797,2798],{},"myapp\u002Ftool-dispatch",", any persistence hook)\nmust be registered on the runtime engine at startup via\n",[994,2801,2802],{},"flowexec.Engine().RegisterHandler(\"…\", handler)",". The\n",[1087,2805,105],{"href":106}," guide walks through the\nhandler registration shape.",[978,2808,2809,2810,2814,2815,2819],{},"Pair these with ",[1087,2811,2813],{"href":2812},"\u002Fdocs\u002Fguides\u002Fobservability#trace-mode-one-run-inspected","Trace mode","\nand ",[1087,2816,2818],{"href":2817},"\u002Fdocs\u002Fguides\u002Fobservability#live-mode-aggregate-health","Live mode"," to\nwatch them execute in real time while you tune prompts, thresholds, and\nescalation triggers.",[1054,2821,2823],{"id":2822},"persistence-handoff-production-ready-add-ons","Persistence + handoff (production-ready add-ons)",[978,2825,2826],{},"The assistant module ships three things beyond the chat SSE:",[982,2828,2829,2850,2880],{},[985,2830,2831,2834,2835,2838,2839,2842,2843,2846,2847,1173],{},[989,2832,2833],{},"Chat persistence"," with a TTL (default 30 days). Every message is\nwritten to ",[994,2836,2837],{},"assistant_chats"," under a ",[994,2840,2841],{},"session_id"," the client keeps\nin ",[994,2844,2845],{},"localStorage",". Reconnecting clients see their own history via\n",[994,2848,2849],{},"GET \u002Fassistant\u002Fchats\u002Fme\u002F{sessionID}",[985,2851,2852,2855,2856,2859,2860,2863,2864,2867,2868,2871,2872,2875,2876,2879],{},[989,2853,2854],{},"Manager handoff"," — ",[994,2857,2858],{},"POST \u002Fassistant\u002Fhandoff"," persists a\n",[994,2861,2862],{},"HandoffRequest"," row (permanent) AND publishes the\n",[994,2865,2866],{},"assistant.handoff_requested"," event via the ",[994,2869,2870],{},"EventBus",". A downstream\nflow delivers the notification (email, Slack, whatever). The\nships-with template ",[994,2873,2874],{},"assistant\u002Fhandoff-notification"," wires\nevent → ",[994,2877,2878],{},"email.send"," for the common case.",[985,2881,2882,2885,2886,2889,2890,2895,2896,2899],{},[989,2883,2884],{},"LLM cost tracking"," — every LLM call anywhere in the app (chat\nor background flows) lands in ",[994,2887,2888],{},"llm_usage"," with per-call tokens +\ncost. Powered by ",[1087,2891,2892],{"href":221},[994,2893,2894],{},"go-ai\u002Fledger","; admin\nUIs query via ",[994,2897,2898],{},"\u002Fllm\u002Fusage"," (admin-api only).",[978,2901,2902,2903,2906],{},"See the dedicated reference page — ",[1087,2904,2905],{"href":238},"Assistant"," —\nfor the full HTTP surface, data model, event contract, and test matrix.",[2908,2909,2910],"style",{},"html .light .shiki span {color: var(--shiki-light);background: var(--shiki-light-bg);font-style: var(--shiki-light-font-style);font-weight: var(--shiki-light-font-weight);text-decoration: var(--shiki-light-text-decoration);}html.light .shiki span {color: var(--shiki-light);background: var(--shiki-light-bg);font-style: var(--shiki-light-font-style);font-weight: var(--shiki-light-font-weight);text-decoration: var(--shiki-light-text-decoration);}html .default .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html.dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html pre.shiki code .sMK4o, html code.shiki .sMK4o{--shiki-light:#39ADB5;--shiki-default:#89DDFF;--shiki-dark:#89DDFF}html pre.shiki code .spNyl, html code.shiki .spNyl{--shiki-light:#9C3EDA;--shiki-default:#C792EA;--shiki-dark:#C792EA}html pre.shiki code .sfazB, html code.shiki .sfazB{--shiki-light:#91B859;--shiki-default:#C3E88D;--shiki-dark:#C3E88D}html pre.shiki code .sBMFI, html code.shiki .sBMFI{--shiki-light:#E2931D;--shiki-default:#FFCB6B;--shiki-dark:#FFCB6B}html pre.shiki code .sbssI, html code.shiki .sbssI{--shiki-light:#F76D47;--shiki-default:#F78C6C;--shiki-dark:#F78C6C}html pre.shiki code .sHwdD, html code.shiki .sHwdD{--shiki-light:#90A4AE;--shiki-light-font-style:italic;--shiki-default:#546E7A;--shiki-default-font-style:italic;--shiki-dark:#676E95;--shiki-dark-font-style:italic}html pre.shiki code .sTEyZ, html code.shiki .sTEyZ{--shiki-light:#90A4AE;--shiki-default:#EEFFFF;--shiki-dark:#BABED8}html pre.shiki code .s2Zo4, html code.shiki .s2Zo4{--shiki-light:#6182B8;--shiki-default:#82AAFF;--shiki-dark:#82AAFF}",{"title":1067,"searchDepth":16,"depth":16,"links":2912},[2913,2916,2917,2918,2919,2920,2921,2927,2928,2929,2935],{"id":1056,"depth":16,"text":1057,"children":2914},[2915],{"id":1081,"depth":22,"text":1082},{"id":1212,"depth":16,"text":1213},{"id":1360,"depth":16,"text":1361},{"id":1844,"depth":16,"text":1845},{"id":1960,"depth":16,"text":1961},{"id":2023,"depth":16,"text":2024},{"id":2196,"depth":16,"text":2197,"children":2922},[2923,2924,2926],{"id":2200,"depth":22,"text":2201},{"id":2317,"depth":22,"text":2925},"LLM provider registry (go-ai\u002Fllm)",{"id":2479,"depth":22,"text":2480},{"id":2527,"depth":16,"text":2528},{"id":2606,"depth":16,"text":2607},{"id":2651,"depth":16,"text":2652,"children":2930},[2931,2932,2933,2934],{"id":2666,"depth":22,"text":2667},{"id":2700,"depth":22,"text":2701},{"id":2746,"depth":22,"text":2747},{"id":2791,"depth":22,"text":2792},{"id":2822,"depth":16,"text":2823},"Wire the in-app AI assistant component to a FlowDSL flow executed by your Redelay backend. The frontend stays framework-agnostic; all LLM logic lives in a flow you can edit without a redeploy.","md",null,{},{"order":120,"icon":121},{"title":117,"description":2936},"1hA4RLkyBtf9AqGYavObO-FUyeahKHOovUtQKlQeayI",[2944,2946],{"title":111,"path":112,"stem":113,"description":2945,"order":114,"icon":115,"children":-1},"See every packet, spot bottlenecks, and get transport recommendations — without leaving the canvas. Flow Studio's Trace and Live modes, the cross-flow Lifecycle graph, and the failure Alerts inbox, powered by the flowexec pipeline.",{"title":123,"path":124,"stem":125,"description":2947,"children":-1},"Drop a passive tap on any node of a published flow and watch the data flowing through it, live — without changing the flow. Plus the roadmap for the live-debugging feature.",1790332227927]