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Troubleshooting","\u002Fconnector-development\u002Fguides\u002Fserial-troubleshooting\u002F","20.connector-development\u002F40.guides\u002F70.serial-troubleshooting",{"title":900,"path":901,"stem":902,"type":24,"device":6},"Testing","\u002Fconnector-development\u002Fguides\u002Ftesting\u002F","20.connector-development\u002F40.guides\u002F80.testing",{"title":904,"path":905,"stem":906,"children":907,"type":6,"device":6},"References","\u002Fconnector-development\u002Freference\u002F","20.connector-development\u002F50.reference\u002Findex",[908],{"title":904,"path":905,"stem":906,"type":200,"device":6},{"id":910,"title":308,"body":911,"description":1485,"device":6,"extension":1486,"links":6,"meta":1487,"navigation":987,"path":1488,"seo":1489,"stem":310,"type":285,"__hash__":1490},"docs\u002F04.concepts\u002F01.labs-as-code\u002F02.use-cases\u002F40.custom-apps-lims.md",{"type":912,"value":913,"toc":1478},"minimark",[914,918,923,952,955,958,1411,1414,1418,1424,1430,1436,1440,1443,1457,1461,1474],[915,916,917],"p",{},"Lab software rarely lives in a single system. Sample data is in your LIMS (Benchling, LabVantage, or similar), experimental requests come through internal portals, and results need to flow back automatically. UniteLabs exposes a full REST API so any external system can trigger automation and receive results — no manual handoff required.",[919,920,922],"h2",{"id":921},"what-this-unlocks","What this unlocks",[924,925,926,934,940,946],"ul",{},[927,928,929,933],"li",{},[930,931,932],"strong",{},"Trigger workflows from your LIMS",": submit a sample ID, get results back automatically",[927,935,936,939],{},[930,937,938],{},"Return data to external systems",": artifacts and outputs of runs are accessible via API",[927,941,942,945],{},[930,943,944],{},"Build custom scientist-facing UIs",": front your workcell with a purpose-built application",[927,947,948,951],{},[930,949,950],{},"Event-driven automation",": trigger runs in response to upstream events in your data pipeline or vice versa",[919,953,287],{"id":954},"how-it-works",[915,956,957],{},"The UniteLabs REST API exposes endpoints for managing devices, triggering workflow runs, and retrieving results. Any system that can make HTTP requests can integrate — no SDK required.",[959,960,966],"pre",{"className":961,"code":962,"filename":963,"language":964,"meta":965,"style":965},"language-python shiki shiki-themes github-light-high-contrast github-light-high-contrast github-dark-default","import httpx\n\nUNITELABS_API = \"https:\u002F\u002F{tenant_id}.unitelabs.io\u002Fv1\"\nHEADERS = {\"Authorization\": f\"Bearer {API_TOKEN}\"}\n\n\ndef fetch_workflow_by_name(name: str) -> str:\n    response = httpx.get(\n        f\"{UNITELABS_API}\u002Fworkflows\",\n        headers=HEADERS,\n        params={\"name[eq]\": name},\n    )\n    return response.json()[\"data\"][0][\"id\"]\n\n\n# Resolve workflow by name, then trigger a run with sample metadata from your LIMS\nworkflow_id = fetch_workflow_by_name(\"cell-viability-assay\")\nresponse = httpx.post(\n    f\"{UNITELABS_API}\u002Fworkflows\u002F{workflow_id}\u002Fruns\",\n    headers=HEADERS,\n    json={\n        \"parameters\": {\n            \"sample_id\": \"SMP-00123\",\n            \"plate_barcode\": \"PLT-8821\",\n        }\n    },\n)\nrun_id = response.json()[\"id\"]\n\n# Poll for completion and retrieve artifacts\nresult = httpx.get(\n    f\"{UNITELABS_API}\u002Fruns\u002F{run_id}\u002Fartifacts\",\n    headers=HEADERS,\n)\nprint(result.json())\n","lims_integration.py","python","",[967,968,969,982,989,1009,1047,1052,1057,1081,1093,1113,1126,1142,1148,1174,1179,1184,1191,1208,1219,1248,1260,1271,1280,1293,1306,1312,1318,1323,1337,1342,1348,1358,1386,1397,1402],"code",{"__ignoreMap":965},[970,971,974,978],"span",{"class":972,"line":973},"line",1,[970,975,977],{"class":976},"sxkbv","import",[970,979,981],{"class":980},"sc-9e"," httpx\n",[970,983,985],{"class":972,"line":984},2,[970,986,988],{"emptyLinePlaceholder":987},true,"\n",[970,990,992,996,999,1003,1006],{"class":972,"line":991},3,[970,993,995],{"class":994},"sOiAX","UNITELABS_API",[970,997,998],{"class":976}," =",[970,1000,1002],{"class":1001},"sCx38"," 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fetch_workflow_by_name",[970,1068,1069],{"class":980},"(name: ",[970,1071,1072],{"class":994},"str",[970,1074,1075],{"class":980},") -> ",[970,1077,1072],{"class":994},[970,1079,1080],{"class":980},":\n",[970,1082,1084,1087,1090],{"class":972,"line":1083},8,[970,1085,1086],{"class":980},"    response ",[970,1088,1089],{"class":976},"=",[970,1091,1092],{"class":980}," httpx.get(\n",[970,1094,1096,1099,1101,1103,1105,1107,1110],{"class":972,"line":1095},9,[970,1097,1098],{"class":976},"        f",[970,1100,1043],{"class":1001},[970,1102,1034],{"class":976},[970,1104,995],{"class":994},[970,1106,1040],{"class":976},[970,1108,1109],{"class":1001},"\u002Fworkflows\"",[970,1111,1112],{"class":980},",\n",[970,1114,1116,1120,1122,1124],{"class":972,"line":1115},10,[970,1117,1119],{"class":1118},"sNqAu","        headers",[970,1121,1089],{"class":976},[970,1123,1014],{"class":994},[970,1125,1112],{"class":980},[970,1127,1129,1132,1134,1136,1139],{"class":972,"line":1128},11,[970,1130,1131],{"class":1118},"        params",[970,1133,1089],{"class":976},[970,1135,1034],{"class":980},[970,1137,1138],{"class":1001},"\"name[eq]\"",[970,1140,1141],{"class":980},": name},\n",[970,1143,1145],{"class":972,"line":1144},12,[970,1146,1147],{"class":980},"    )\n",[970,1149,1151,1154,1157,1160,1163,1166,1168,1171],{"class":972,"line":1150},13,[970,1152,1153],{"class":976},"    return",[970,1155,1156],{"class":980}," response.json()[",[970,1158,1159],{"class":1001},"\"data\"",[970,1161,1162],{"class":980},"][",[970,1164,1165],{"class":994},"0",[970,1167,1162],{"class":980},[970,1169,1170],{"class":1001},"\"id\"",[970,1172,1173],{"class":980},"]\n",[970,1175,1177],{"class":972,"line":1176},14,[970,1178,988],{"emptyLinePlaceholder":987},[970,1180,1182],{"class":972,"line":1181},15,[970,1183,988],{"emptyLinePlaceholder":987},[970,1185,1187],{"class":972,"line":1186},16,[970,1188,1190],{"class":1189},"sIsDC","# Resolve workflow by name, then trigger a run with sample metadata from your LIMS\n",[970,1192,1194,1197,1199,1202,1205],{"class":972,"line":1193},17,[970,1195,1196],{"class":980},"workflow_id ",[970,1198,1089],{"class":976},[970,1200,1201],{"class":980}," fetch_workflow_by_name(",[970,1203,1204],{"class":1001},"\"cell-viability-assay\"",[970,1206,1207],{"class":980},")\n",[970,1209,1211,1214,1216],{"class":972,"line":1210},18,[970,1212,1213],{"class":980},"response ",[970,1215,1089],{"class":976},[970,1217,1218],{"class":980}," httpx.post(\n",[970,1220,1222,1225,1227,1229,1231,1233,1236,1238,1241,1243,1246],{"class":972,"line":1221},19,[970,1223,1224],{"class":976},"    f",[970,1226,1043],{"class":1001},[970,1228,1034],{"class":976},[970,1230,995],{"class":994},[970,1232,1040],{"class":976},[970,1234,1235],{"class":1001},"\u002Fworkflows\u002F",[970,1237,1034],{"class":976},[970,1239,1240],{"class":980},"workflow_id",[970,1242,1040],{"class":976},[970,1244,1245],{"class":1001},"\u002Fruns\"",[970,1247,1112],{"class":980},[970,1249,1251,1254,1256,1258],{"class":972,"line":1250},20,[970,1252,1253],{"class":1118},"    headers",[970,1255,1089],{"class":976},[970,1257,1014],{"class":994},[970,1259,1112],{"class":980},[970,1261,1263,1266,1268],{"class":972,"line":1262},21,[970,1264,1265],{"class":1118},"    json",[970,1267,1089],{"class":976},[970,1269,1270],{"class":980},"{\n",[970,1272,1274,1277],{"class":972,"line":1273},22,[970,1275,1276],{"class":1001},"        \"parameters\"",[970,1278,1279],{"class":980},": {\n",[970,1281,1283,1286,1288,1291],{"class":972,"line":1282},23,[970,1284,1285],{"class":1001},"            \"sample_id\"",[970,1287,1025],{"class":980},[970,1289,1290],{"class":1001},"\"SMP-00123\"",[970,1292,1112],{"class":980},[970,1294,1296,1299,1301,1304],{"class":972,"line":1295},24,[970,1297,1298],{"class":1001},"            \"plate_barcode\"",[970,1300,1025],{"class":980},[970,1302,1303],{"class":1001},"\"PLT-8821\"",[970,1305,1112],{"class":980},[970,1307,1309],{"class":972,"line":1308},25,[970,1310,1311],{"class":980},"        }\n",[970,1313,1315],{"class":972,"line":1314},26,[970,1316,1317],{"class":980},"    },\n",[970,1319,1321],{"class":972,"line":1320},27,[970,1322,1207],{"class":980},[970,1324,1326,1329,1331,1333,1335],{"class":972,"line":1325},28,[970,1327,1328],{"class":980},"run_id ",[970,1330,1089],{"class":976},[970,1332,1156],{"class":980},[970,1334,1170],{"class":1001},[970,1336,1173],{"class":980},[970,1338,1340],{"class":972,"line":1339},29,[970,1341,988],{"emptyLinePlaceholder":987},[970,1343,1345],{"class":972,"line":1344},30,[970,1346,1347],{"class":1189},"# Poll for completion and retrieve artifacts\n",[970,1349,1351,1354,1356],{"class":972,"line":1350},31,[970,1352,1353],{"class":980},"result ",[970,1355,1089],{"class":976},[970,1357,1092],{"class":980},[970,1359,1361,1363,1365,1367,1369,1371,1374,1376,1379,1381,1384],{"class":972,"line":1360},32,[970,1362,1224],{"class":976},[970,1364,1043],{"class":1001},[970,1366,1034],{"class":976},[970,1368,995],{"class":994},[970,1370,1040],{"class":976},[970,1372,1373],{"class":1001},"\u002Fruns\u002F",[970,1375,1034],{"class":976},[970,1377,1378],{"class":980},"run_id",[970,1380,1040],{"class":976},[970,1382,1383],{"class":1001},"\u002Fartifacts\"",[970,1385,1112],{"class":980},[970,1387,1389,1391,1393,1395],{"class":972,"line":1388},33,[970,1390,1253],{"class":1118},[970,1392,1089],{"class":976},[970,1394,1014],{"class":994},[970,1396,1112],{"class":980},[970,1398,1400],{"class":972,"line":1399},34,[970,1401,1207],{"class":980},[970,1403,1405,1408],{"class":972,"line":1404},35,[970,1406,1407],{"class":994},"print",[970,1409,1410],{"class":980},"(result.json())\n",[915,1412,1413],{},"For richer integrations — like subscribing to real-time instrument events or reading sensor streams — the UniteLabs SDK can also be embedded inside your application server.",[919,1415,1417],{"id":1416},"common-integration-patterns","Common integration patterns",[915,1419,1420,1423],{},[930,1421,1422],{},"LIMS → UniteLabs → LIMS",": A sample registered in Benchling triggers a workflow run. Results (absorbance values, pass\u002Ffail, raw data) are written back to the Benchling entry automatically.",[915,1425,1426,1429],{},[930,1427,1428],{},"Custom scheduling portal → UniteLabs",": An internal tool queues runs based on team priority. UniteLabs executes them in order and returns status, making it available to scientists through your own UI.",[915,1431,1432,1435],{},[930,1433,1434],{},"Data pipeline trigger",": When a pre-processing step completes upstream, it triggers an assay run via the REST API and waits for the artifact before continuing downstream analysis.",[919,1437,1439],{"id":1438},"when-to-use-this","When to use this",[915,1441,1442],{},"LIMS integration is the right approach when:",[924,1444,1445,1448,1451,1454],{},[927,1446,1447],{},"Scientists should not need to interact with UniteLabs directly",[927,1449,1450],{},"Sample context (IDs, metadata, plate maps) lives in another system",[927,1452,1453],{},"Results must be returned to a LIMS, ELN, or data warehouse automatically",[927,1455,1456],{},"You want a custom UI tailored to your team's workflow",[919,1458,1460],{"id":1459},"next-steps","Next steps",[924,1462,1463,1469],{},[927,1464,1465],{},[1466,1467,1468],"a",{"href":198},"REST API reference",[927,1470,1471],{},[1466,1472,1473],{"href":211},"Run a workflow via the API",[1475,1476,1477],"style",{},"html pre.shiki code .sxkbv, html code.shiki .sxkbv{--shiki-light:#A0111F;--shiki-default:#A0111F;--shiki-dark:#FF7B72}html pre.shiki code .sc-9e, html code.shiki .sc-9e{--shiki-light:#0E1116;--shiki-default:#0E1116;--shiki-dark:#E6EDF3}html pre.shiki code .sOiAX, html code.shiki .sOiAX{--shiki-light:#023B95;--shiki-default:#023B95;--shiki-dark:#79C0FF}html pre.shiki code .sCx38, html code.shiki .sCx38{--shiki-light:#032563;--shiki-default:#032563;--shiki-dark:#A5D6FF}html pre.shiki code .s4qFZ, html code.shiki .s4qFZ{--shiki-light:#622CBC;--shiki-default:#622CBC;--shiki-dark:#D2A8FF}html pre.shiki code .sNqAu, html code.shiki .sNqAu{--shiki-light:#702C00;--shiki-default:#702C00;--shiki-dark:#FFA657}html pre.shiki code .sIsDC, html code.shiki .sIsDC{--shiki-light:#66707B;--shiki-default:#66707B;--shiki-dark:#8B949E}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);}",{"title":965,"searchDepth":973,"depth":984,"links":1479},[1480,1481,1482,1483,1484],{"id":921,"depth":984,"text":922},{"id":954,"depth":984,"text":287},{"id":1416,"depth":984,"text":1417},{"id":1438,"depth":984,"text":1439},{"id":1459,"depth":984,"text":1460},"Connect your LIMS, Benchling, or custom lab application to UniteLabs via the REST API.","md",{},"\u002Fconcepts\u002Flabs-as-code\u002Fuse-cases\u002Fcustom-apps-lims",{"title":308,"description":1485},"3_2aWIoEJ2ZyARkwvPMQTrkyKac6bxGgfC1uk6MXP7Y",[1492,1494],{"title":304,"description":1493,"path":305},"Define reproducible experiment workflows in code — versioned, testable, and deployable like any other software.",{"title":312,"description":1495,"path":313},"Deploy and manage automation across multiple workcells or lab sites from a single versioned codebase.",1791294176469]