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(Datenerfassung)","/plugin/edc","50.plugin/50.edc",[1053,1058,1063,1068],{"title":1054,"path":1055,"stem":1056,"tags":6,"slug":1057,"sourcePath":1055},"Einführung in EDC","/plugin/edc/overview","50.plugin/50.edc/00.overview","/plugin/edc/overview/",{"title":1059,"path":1060,"stem":1061,"tags":6,"slug":1062,"sourcePath":1060},"Dateneingabe, Audit Trail","/plugin/edc/data-entry","50.plugin/50.edc/10.data-entry","/plugin/edc/data-entry/",{"title":1064,"path":1065,"stem":1066,"tags":6,"slug":1067,"sourcePath":1065},"Builder","/plugin/edc/builder","50.plugin/50.edc/20.builder","/plugin/edc/builder/",{"title":1069,"path":1070,"stem":1071,"tags":6,"slug":1072,"sourcePath":1070},"Benutzer und Studienzentren einrichten","/plugin/edc/account","50.plugin/50.edc/30.account","/plugin/edc/account/",{"title":1074,"tags":6,"slug":6,"path":1075,"stem":1076,"children":1077,"page":66,"sourcePath":1075},"Befehlszeilentools","/cli","90.cli",[1078],{"title":1079,"path":1080,"stem":1081,"tags":6,"slug":1082,"sourcePath":1080},"Server über Befehle verwalten","/cli/commands","90.cli/10.commands","/cli/commands/",{"title":1084,"tags":6,"slug":6,"path":1085,"stem":1086,"children":1087,"page":66,"sourcePath":1085},"Sicherheitsupdates","/security-updates","95.security-updates",[1088,1093,1098,1103],{"title":1089,"path":1090,"stem":1091,"tags":6,"slug":1092,"sourcePath":1090},"Sicherheitsprüfungen und Update-Verfahren kennenlernen","/security-updates/overview","95.security-updates/00.overview","/security-updates/overview/",{"title":1094,"path":1095,"stem":1096,"tags":6,"slug":1097,"sourcePath":1095},"Protokoll der Sicherheitsprüfungen","/security-updates/review-log","95.security-updates/10.review-log","/security-updates/review-log/",{"title":1099,"path":1100,"stem":1101,"tags":6,"slug":1102,"sourcePath":1100},"Prüfstatus wichtiger Schwachstellen","/security-updates/vulnerability-status","95.security-updates/20.vulnerability-status","/security-updates/vulnerability-status/",{"title":1104,"path":1105,"stem":1106,"tags":6,"slug":1107,"sourcePath":1105},"Sicherheitsupdates des Servers prüfen","/security-updates/server-checklist","95.security-updates/30.server-checklist","/security-updates/server-checklist/",{"title":1109,"tags":6,"slug":6,"path":1110,"stem":1111,"children":1112,"page":66,"sourcePath":1110},"FAQ","/faq","99.FAQ",[1113,1119,1125,1131,1137,1143,1149],{"title":1114,"path":1115,"stem":1116,"tags":6,"slug":1117,"sourcePath":1118},"SetFN vs. Cloud-Dienste im Vergleich","/FAQ/comparison-cloud","99.FAQ/10.comparison-cloud","/FAQ/comparison-cloud/","/faq/comparison-cloud",{"title":1120,"path":1121,"stem":1122,"tags":6,"slug":1123,"sourcePath":1124},"SetFN vs. NAS im Vergleich","/FAQ/comparison-nas","99.FAQ/20.comparison-nas","/FAQ/comparison-nas/","/faq/comparison-nas",{"title":1126,"path":1127,"stem":1128,"tags":6,"slug":1129,"sourcePath":1130},"Sicherheitsrichtlinie","/FAQ/security-policy","99.FAQ/30.security-policy","/FAQ/security-policy/","/faq/security-policy",{"title":1132,"path":1133,"stem":1134,"tags":6,"slug":1135,"sourcePath":1136},"Warum SetFN so schnell ist","/FAQ/why-fast","99.FAQ/40.why-fast","/FAQ/why-fast/","/faq/why-fast",{"title":1138,"path":1139,"stem":1140,"tags":6,"slug":1141,"sourcePath":1142},"Lizenz-FAQ","/FAQ/license-faq","99.FAQ/50.license-faq","/FAQ/license-faq/","/faq/license-faq",{"title":1144,"path":1145,"stem":1146,"tags":6,"slug":1147,"sourcePath":1148},"FAQ zu KI-Funktionen","/FAQ/ai-faq","99.FAQ/60.ai-faq","/FAQ/ai-faq/","/faq/ai-faq",{"title":1150,"path":1151,"stem":1152,"tags":6,"slug":1153,"sourcePath":1154},"Leitfaden zur Fehlerbehebung","/FAQ/troubleshooting","99.FAQ/70.troubleshooting","/FAQ/troubleshooting/","/faq/troubleshooting",{"id":1156,"title":230,"body":1157,"cover":6,"description":2029,"extension":2030,"image":6,"meta":2031,"navigation":1353,"path":231,"reviewSummary":6,"reviewedAt":6,"seo":2032,"slug":233,"stem":232,"tags":6,"thumbnail":6,"thumbnailPosition":6,"thumbnailScale":6,"__hash__":2040},"docs_de/10.admin/30.knowledge/34.qdrant.md",{"type":1158,"value":1159,"toc":2013},"minimal",[1160,1164,1168,1171,1174,1179,1192,1196,1205,1208,1213,1277,1281,1288,1306,1428,1431,1506,1510,1523,1538,1545,1549,1593,1596,1607,1710,1717,1720,1724,1727,1773,1787,1791,1808,1819,1846,1852,1856,1861,1905,1908,1914,1917,1932,1937,1940,1955,1967,1971,1978,1981,1984,1988,2009],[1161,1162,230],"h1",{"id":1163},"qdrant-verbinden",[1165,1166,1167],"p",{},"Qdrant ist eine Vektordatenbank, die als separater Server betrieben wird. Sie eignet sich, wenn bei vielen Dokumenten die Suchdaten mehrere Zehntausend Einträge überschreiten oder wenn Sie die KI-Suchdaten getrennt vom SpaceBuilder-Server betreiben möchten.",[1165,1169,1170],{},"Auch bei Verwendung von Qdrant bleiben die Originaldateien und Dokumenttexte unverändert in SpaceBuilder. In Qdrant werden nur die für die Suche benötigten Vektoren und ein Minimum an Informationen gespeichert.",[1172,1173],"hr",{},[1175,1176,1178],"h2",{"id":1177},"bevor-sie-beginnen","Bevor Sie beginnen",[1180,1181,1182,1186,1189],"ul",{},[1183,1184,1185],"li",{},"Erforderliche Berechtigung: Workspace-Administrator sowie die Berechtigung, die Qdrant-Verbindungsinformationen zu verwalten",[1183,1187,1188],{},"Der SpaceBuilder-Server muss den REST- und den gRPC-Endpunkt von Qdrant erreichen können.",[1183,1190,1191],{},"Prüfen Sie die Ausgabedimension des Einbettungsmodells.",[1175,1193,1195],{"id":1194},"qdrant-installieren","Qdrant installieren",[1165,1197,1198,1199,1204],{},"Sie benötigen einen Qdrant-Server, der vom SpaceBuilder-Server aus erreichbar ist. Wenn Sie bereits ein Qdrant betreiben, überspringen Sie diesen Abschnitt und fahren Sie mit ",[1200,1201,1203],"a",{"href":1202},"#verbindung-einrichten","Verbindung einrichten"," fort.",[1165,1206,1207],{},"Am einfachsten installieren Sie Qdrant mit Docker. Die folgenden Schritte setzen voraus, dass auf einem Linux-Server Docker installiert ist.",[1209,1210,1212],"h3",{"id":1211},"vorbereitung","Vorbereitung",[1214,1215,1216,1229],"table",{},[1217,1218,1219],"thead",{},[1220,1221,1222,1226],"tr",{},[1223,1224,1225],"th",{},"Element",[1223,1227,1228],{},"Inhalt",[1230,1231,1232,1241,1254,1262],"tbody",{},[1220,1233,1234,1238],{},[1235,1236,1237],"td",{},"Server",[1235,1239,1240],{},"Qdrant kann auf demselben Server wie SpaceBuilder oder auf einem separaten Server laufen. Auf demselben Server teilt es sich den Arbeitsspeicher mit SpaceBuilder; planen Sie daher Reserven ein.",[1220,1242,1243,1246],{},[1235,1244,1245],{},"Arbeitsspeicher",[1235,1247,1248,1249,1253],{},"Für schnelle Suchen werden die Vektoren im Arbeitsspeicher gehalten. Nach der von Qdrant empfohlenen Formel (Anzahl der Vektoren × Dimension × 4 Byte × 1,5) benötigen Sie mit ",[1250,1251,1252],"code",{},"bge-m3"," (1024 Dimensionen) für 100.000 Vektoren etwa 0,6 GB und für 1 Million Vektoren etwa 6 GB.",[1220,1255,1256,1259],{},[1235,1257,1258],{},"Festplatte",[1235,1260,1261],{},"Da Vektoren und die Texte der Dokumentabschnitte gemeinsam gespeichert werden, planen Sie das Zwei- bis Dreifache des Arbeitsspeicherbedarfs ein.",[1220,1263,1264,1267],{},[1235,1265,1266],{},"Ports",[1235,1268,1269,1272,1273,1276],{},[1250,1270,1271],{},"6333"," (REST API) und ",[1250,1274,1275],{},"6334"," (gRPC). SpaceBuilder verwendet bevorzugt gRPC und schaltet auf REST um, wenn keine Verbindung möglich ist.",[1209,1278,1280],{"id":1279},"ausführen","Ausführen",[1165,1282,1283,1284,1287],{},"Binden Sie unbedingt einen Speicherordner ein, damit die Daten auch nach dem Entfernen des Containers erhalten bleiben. Das folgende Beispiel speichert unter ",[1250,1285,1286],{},"/data/qdrant"," und ist so konfiguriert, dass der Container nach einem Neustart des Servers automatisch wieder startet.",[1165,1289,1290,1291,1294,1295,1298,1299,1305],{},"Die Image-Version wird über die Variable ",[1250,1292,1293],{},"QDRANT_VERSION"," festgelegt. Ohne Versionsangabe wird ",[1250,1296,1297],{},"latest"," installiert, sodass sich die Version beim Neuerstellen des Containers unbeabsichtigt ändern kann. Die folgende Version ist ein Beispiel zum Zeitpunkt der Dokumenterstellung. Ersetzen Sie sie bei der tatsächlichen Installation durch eine Version, die Ihre Organisation auf der ",[1200,1300,1304],{"href":1301,"rel":1302},"https://github.com/qdrant/qdrant/releases",[1303],"nofollow","Qdrant-Releaseseite"," geprüft hat.",[1307,1308,1313],"pre",{"className":1309,"code":1310,"language":1311,"meta":1312,"style":1312},"language-bash shiki shiki-themes github-light github-dark monokai","QDRANT_VERSION=v1.19.1\nsudo mkdir -p /data/qdrant\n\ndocker run -d --name qdrant \\\n  --restart unless-stopped \\\n  -p 6333:6333 \\\n  -p 6334:6334 \\\n  -v /data/qdrant:/qdrant/storage \\\n  qdrant/qdrant:${QDRANT_VERSION}\n","bash","",[1250,1314,1315,1331,1348,1355,1376,1387,1398,1408,1419],{"__ignoreMap":1312},[1316,1317,1320,1323,1327],"span",{"class":1318,"line":1319},"line",1,[1316,1321,1293],{"class":1322},"sMOD_",[1316,1324,1326],{"class":1325},"sC2Qs","=",[1316,1328,1330],{"class":1329},"sstjo","v1.19.1\n",[1316,1332,1334,1338,1341,1345],{"class":1318,"line":1333},2,[1316,1335,1337],{"class":1336},"srTi1","sudo",[1316,1339,1340],{"class":1329}," mkdir",[1316,1342,1344],{"class":1343},"s7F3e"," -p",[1316,1346,1347],{"class":1329}," /data/qdrant\n",[1316,1349,1351],{"class":1318,"line":1350},3,[1316,1352,1354],{"emptyLinePlaceholder":1353},true,"\n",[1316,1356,1358,1361,1364,1367,1370,1373],{"class":1318,"line":1357},4,[1316,1359,1360],{"class":1336},"docker",[1316,1362,1363],{"class":1329}," run",[1316,1365,1366],{"class":1343}," -d",[1316,1368,1369],{"class":1343}," --name",[1316,1371,1372],{"class":1329}," qdrant",[1316,1374,1375],{"class":1343}," \\\n",[1316,1377,1379,1382,1385],{"class":1318,"line":1378},5,[1316,1380,1381],{"class":1343},"  --restart",[1316,1383,1384],{"class":1329}," unless-stopped",[1316,1386,1375],{"class":1343},[1316,1388,1390,1393,1396],{"class":1318,"line":1389},6,[1316,1391,1392],{"class":1343},"  -p",[1316,1394,1395],{"class":1329}," 6333:6333",[1316,1397,1375],{"class":1343},[1316,1399,1401,1403,1406],{"class":1318,"line":1400},7,[1316,1402,1392],{"class":1343},[1316,1404,1405],{"class":1329}," 6334:6334",[1316,1407,1375],{"class":1343},[1316,1409,1411,1414,1417],{"class":1318,"line":1410},8,[1316,1412,1413],{"class":1343},"  -v",[1316,1415,1416],{"class":1329}," /data/qdrant:/qdrant/storage",[1316,1418,1375],{"class":1343},[1316,1420,1422,1425],{"class":1318,"line":1421},9,[1316,1423,1424],{"class":1329},"  qdrant/qdrant:",[1316,1426,1427],{"class":1322},"${QDRANT_VERSION}\n",[1165,1429,1430],{},"Wenn Sie Qdrant auf einem anderen Server als SpaceBuilder betreiben oder in einem Netzwerk, auf das mehrere Personen zugreifen können, aktivieren Sie zusätzlich einen API-Schlüssel. Wählen Sie einen langen, schwer zu erratenden Wert.",[1307,1432,1434],{"className":1309,"code":1433,"language":1311,"meta":1312,"style":1312},"QDRANT_VERSION=v1.19.1\ndocker run -d --name qdrant \\\n  --restart unless-stopped \\\n  -p 6333:6333 \\\n  -p 6334:6334 \\\n  -v /data/qdrant:/qdrant/storage \\\n  -e QDRANT__SERVICE__API_KEY='\u003CAPI-Schlüssel>' \\\n  qdrant/qdrant:${QDRANT_VERSION}\n",[1250,1435,1436,1444,1458,1466,1474,1482,1490,1500],{"__ignoreMap":1312},[1316,1437,1438,1440,1442],{"class":1318,"line":1319},[1316,1439,1293],{"class":1322},[1316,1441,1326],{"class":1325},[1316,1443,1330],{"class":1329},[1316,1445,1446,1448,1450,1452,1454,1456],{"class":1318,"line":1333},[1316,1447,1360],{"class":1336},[1316,1449,1363],{"class":1329},[1316,1451,1366],{"class":1343},[1316,1453,1369],{"class":1343},[1316,1455,1372],{"class":1329},[1316,1457,1375],{"class":1343},[1316,1459,1460,1462,1464],{"class":1318,"line":1350},[1316,1461,1381],{"class":1343},[1316,1463,1384],{"class":1329},[1316,1465,1375],{"class":1343},[1316,1467,1468,1470,1472],{"class":1318,"line":1357},[1316,1469,1392],{"class":1343},[1316,1471,1395],{"class":1329},[1316,1473,1375],{"class":1343},[1316,1475,1476,1478,1480],{"class":1318,"line":1378},[1316,1477,1392],{"class":1343},[1316,1479,1405],{"class":1329},[1316,1481,1375],{"class":1343},[1316,1483,1484,1486,1488],{"class":1318,"line":1389},[1316,1485,1413],{"class":1343},[1316,1487,1416],{"class":1329},[1316,1489,1375],{"class":1343},[1316,1491,1492,1495,1498],{"class":1318,"line":1400},[1316,1493,1494],{"class":1343},"  -e",[1316,1496,1497],{"class":1329}," QDRANT__SERVICE__API_KEY='\u003CAPI-Schlüssel>'",[1316,1499,1375],{"class":1343},[1316,1501,1502,1504],{"class":1318,"line":1410},[1316,1503,1424],{"class":1329},[1316,1505,1427],{"class":1322},[1209,1507,1509],{"id":1508},"installation-prüfen","Installation prüfen",[1307,1511,1513],{"className":1309,"code":1512,"language":1311,"meta":1312,"style":1312},"curl http://localhost:6333/collections\n",[1250,1514,1515],{"__ignoreMap":1312},[1316,1516,1517,1520],{"class":1318,"line":1319},[1316,1518,1519],{"class":1336},"curl",[1316,1521,1522],{"class":1329}," http://localhost:6333/collections\n",[1165,1524,1525,1526,1529,1530,1533,1534,1537],{},"Wenn eine Antwort mit ",[1250,1527,1528],{},"\"status\":\"ok\""," zurückkommt, ist alles in Ordnung. Wenn Sie einen API-Schlüssel aktiviert haben, erhalten Sie nur mit dem Header ",[1250,1531,1532],{},"api-key"," eine Antwort, z. B. ",[1250,1535,1536],{},"curl -H 'api-key: \u003CAPI-Schlüssel>' http://localhost:6333/collections",".",[1165,1539,1540,1541,1544],{},"Wenn Sie im Browser ",[1250,1542,1543],{},"http://\u003CQdrant-Serveradresse>:6333/dashboard"," öffnen, erscheint ein Dashboard, in dem Sie die Collections und die gespeicherten Daten einsehen können.",[1209,1546,1548],{"id":1547},"betriebstipps","Betriebstipps",[1180,1550,1551,1568,1581],{},[1183,1552,1553,1557,1558,1560,1561,1564,1565,1567],{},[1554,1555,1556],"strong",{},"Aktualisierung",": Erhöhen Sie die Minor-Version gemäß der offiziellen Upgrade-Anleitung von Qdrant jeweils um eine Stufe (z. B. 1.12 → 1.13). Setzen Sie ",[1250,1559,1293],{}," auf die nächste Version, laden Sie das Image mit ",[1250,1562,1563],{},"docker pull qdrant/qdrant:${QDRANT_VERSION}"," herunter, entfernen Sie den Container und starten Sie ihn mit demselben Befehl neu. Die Daten bleiben unter ",[1250,1566,1286],{}," erhalten.",[1183,1569,1570,1573,1574,1576,1577,1580],{},[1554,1571,1572],{},"Sicherung",": Halten Sie den Container an und kopieren Sie den Ordner ",[1250,1575,1286],{}," vollständig, oder verwenden Sie die Snapshot-API von Qdrant. Da Vektoren jedoch abgeleitete Daten sind, die sich aus den Originalen neu erzeugen lassen, können Sie die Vektordatenbank auch ohne Sicherung mit ",[1250,1578,1579],{},"Vorhandene Einbettungen synchronisieren"," in SpaceBuilder neu füllen.",[1183,1582,1583,1586,1587,1589,1590,1592],{},[1554,1584,1585],{},"Firewall",": Beschränken Sie den Zugriff auf die Ports ",[1250,1588,1271],{}," und ",[1250,1591,1275],{}," auf den SpaceBuilder-Server. Wenn der Zugriff über HTTPS erfolgen muss, empfehlen wir einen Reverse-Proxy vor Qdrant.",[1175,1594,1203],{"id":1595},"verbindung-einrichten",[1165,1597,1598,1599,1602,1603,1606],{},"Geben Sie auf der Seite ",[1200,1600,220],{"href":1601},"/de/docs/admin/knowledge/storage/"," unter ",[1250,1604,1605],{},"Vektordatenbank einrichten"," Folgendes ein und speichern Sie.",[1214,1608,1609,1621],{},[1217,1610,1611],{},[1220,1612,1613,1615,1618],{},[1223,1614,1225],{},[1223,1616,1617],{},"Eingabewert",[1223,1619,1620],{},"Beschreibung",[1230,1622,1623,1636,1653,1666,1681,1692],{},[1220,1624,1625,1628,1633],{},[1235,1626,1627],{},"Treiber",[1235,1629,1630],{},[1250,1631,1632],{},"Qdrant",[1235,1634,1635],{},"Verwendet einen externen Qdrant-Server.",[1220,1637,1638,1641,1646],{},[1235,1639,1640],{},"REST-Endpunkt",[1235,1642,1643],{},[1250,1644,1645],{},"http://\u003CQdrant-Serveradresse>:6333",[1235,1647,1648,1649,1652],{},"Adresse der REST API von Qdrant. Bleibt das Feld leer, wird ",[1250,1650,1651],{},"http://localhost:6333"," verwendet.",[1220,1654,1655,1658,1663],{},[1235,1656,1657],{},"gRPC-Endpunkt (empfohlen)",[1235,1659,1660],{},[1250,1661,1662],{},"http://\u003CQdrant-Serveradresse>:6334",[1235,1664,1665],{},"Wird bevorzugt für Suche und Vektorspeicherung verwendet. Bleibt das Feld leer, wird die Adresse automatisch aus der REST-Adresse abgeleitet; ist keine Verbindung möglich, wird auf REST umgeschaltet.",[1220,1667,1668,1671,1674],{},[1235,1669,1670],{},"Collection",[1235,1672,1673],{},"Eigener Name für diese Instanz (den aktuellen SpaceBuilder)",[1235,1675,1676,1677,1680],{},"Wir empfehlen, den auf dem Bildschirm angezeigten empfohlenen Namen (",[1250,1678,1679],{},"setfn_knowledge_...",") zu verwenden.",[1220,1682,1683,1686,1689],{},[1235,1684,1685],{},"API-Schlüssel",[1235,1687,1688],{},"Der in Qdrant festgelegte API-Schlüssel",[1235,1690,1691],{},"Lassen Sie das Feld leer, wenn Sie keine Authentifizierung aktiviert haben. Der gespeicherte Wert wird maskiert angezeigt und bleibt erhalten, solange Sie ihn nicht ändern. Wenn Sie das Feld leeren und speichern, wird er gelöscht.",[1220,1693,1694,1697,1700],{},[1235,1695,1696],{},"Vektordimension",[1235,1698,1699],{},"Ausgabedimension des Einbettungsmodells",[1235,1701,1702,1703,1705,1706,1709],{},"Für ",[1250,1704,1252],{}," ist es ",[1250,1707,1708],{},"1024",". Bei bekannten Modellen wird der Wert nach der Modellauswahl automatisch eingetragen.",[1165,1711,1712,1713,1716],{},"Da Qdrant ein dienstbasierter Speicher ist, wird das Eingabefeld ",[1250,1714,1715],{},"Datenpfad"," nicht angezeigt. Alle Daten werden auf dem Qdrant-Server gespeichert.",[1165,1718,1719],{},"Nach dem Speichern prüft der Indexierungsplaner sofort die neuen Einstellungen und startet bei Bedarf automatisch eine vollständige Neuindexierung aller Originale. Eine separate Synchronisierung ist nicht erforderlich.",[1175,1721,1723],{"id":1722},"die-collection-wird-automatisch-erstellt","Die Collection wird automatisch erstellt",[1165,1725,1726],{},"Sie müssen die Collection nicht vorab im Qdrant-Dashboard anlegen. Wenn SpaceBuilder die ersten Suchdaten speichert, erstellt es die Collection mit dem eingestellten Namen und legt zugleich die für Suchfilter benötigten Indizes an.",[1214,1728,1729,1739],{},[1217,1730,1731],{},[1220,1732,1733,1736],{},[1223,1734,1735],{},"Automatisch erstelltes Element",[1223,1737,1738],{},"Wert",[1230,1740,1741,1749,1757,1765],{},[1220,1742,1743,1746],{},[1235,1744,1745],{},"Vektorformat",[1235,1747,1748],{},"Einzelner unbenannter Vektor (dense)",[1220,1750,1751,1754],{},[1235,1752,1753],{},"Vektorgröße",[1235,1755,1756],{},"Die eingestellte Vektordimension",[1220,1758,1759,1762],{},[1235,1760,1761],{},"Distanzmetrik",[1235,1763,1764],{},"Cosine",[1220,1766,1767,1770],{},[1235,1768,1769],{},"Filterindizes",[1235,1771,1772],{},"Instanz, Generation, Bereich, Eigentümer, Originalpfad",[1165,1774,1775,1776,1602,1779,1782,1783,1786],{},"Vor der ersten Indexierung wird in der ",[1250,1777,1778],{},"Vektordatenbank-Übersicht",[1250,1780,1781],{},"Collection-Konfiguration"," die Meldung ",[1250,1784,1785],{},"Noch nicht erstellt · Wird bei der ersten Indexierung automatisch erstellt"," angezeigt. Das ist kein Fehler; warten Sie einfach, bis die Indexierung beginnt.",[1209,1788,1790],{"id":1789},"hinweise-zum-manuellen-erstellen-einer-collection","Hinweise zum manuellen Erstellen einer Collection",[1165,1792,1793,1794,1797,1798,1801,1802,1782,1804,1807],{},"Collections, die im Qdrant-Dashboard über ",[1250,1795,1796],{},"Create New Collection"," mit ",[1250,1799,1800],{},"Simple Hybrid Search"," oder mit benannten Vektoren (Named Vectors) erstellt wurden, sind nicht mit SpaceBuilder kompatibel. Wenn Sie eine solche Collection angeben, wird unter ",[1250,1803,1781],{},[1250,1805,1806],{},"Die Collection-Konfiguration muss geprüft werden"," angezeigt, und die Indexierung schlägt beim Speichern fehl.",[1165,1809,1810,1811,1814,1815,1818],{},"Wenn Sie die Collection selbst erstellen müssen, führen Sie in der ",[1250,1812,1813],{},"Console"," des Dashboards die folgende Anfrage aus. ",[1250,1816,1817],{},"size"," muss der eingestellten Vektordimension entsprechen.",[1307,1820,1824],{"className":1821,"code":1822,"language":1823,"meta":1312,"style":1312},"language-http shiki shiki-themes github-light github-dark monokai","PUT /collections/setfn_knowledge_example\n{\n  \"vectors\": { \"size\": 1024, \"distance\": \"Cosine\" }\n}\n","http",[1250,1825,1826,1831,1836,1841],{"__ignoreMap":1312},[1316,1827,1828],{"class":1318,"line":1319},[1316,1829,1830],{},"PUT /collections/setfn_knowledge_example\n",[1316,1832,1833],{"class":1318,"line":1333},[1316,1834,1835],{},"{\n",[1316,1837,1838],{"class":1318,"line":1350},[1316,1839,1840],{},"  \"vectors\": { \"size\": 1024, \"distance\": \"Cosine\" }\n",[1316,1842,1843],{"class":1318,"line":1357},[1316,1844,1845],{},"}\n",[1847,1848,1849],"note",{},[1165,1850,1851],{},"Wenn bereits eine Collection im falschen Format vorhanden ist, speichern Sie mit einem anderen Collection-Namen oder löschen Sie diese Collection und lassen Sie SpaceBuilder sie neu erstellen. Collections mit abweichender Dimension oder Distanzmetrik können nicht verwendet werden.",[1175,1853,1855],{"id":1854},"gespeicherte-daten-prüfen","Gespeicherte Daten prüfen",[1165,1857,1858,1859,1537],{},"Den Qdrant-Status prüfen Sie in der ",[1250,1860,1778],{},[1214,1862,1863,1872],{},[1217,1864,1865],{},[1220,1866,1867,1869],{},[1223,1868,1225],{},[1223,1870,1871],{},"Bedeutung",[1230,1873,1874,1882,1890,1898],{},[1220,1875,1876,1879],{},[1235,1877,1878],{},"Verbindungsstatus",[1235,1880,1881],{},"Ob der Qdrant-Server erreichbar ist",[1220,1883,1884,1887],{},[1235,1885,1886],{},"Gespeicherte Vektoren",[1235,1888,1889],{},"Anzahl der Vektoren, die diese Instanz gespeichert hat. Daten anderer Instanzen, die dieselbe Collection verwenden, sind nicht enthalten.",[1220,1891,1892,1895],{},[1235,1893,1894],{},"Anzahl der Collections",[1235,1896,1897],{},"Gesamtzahl der Collections auf dem Qdrant-Server. Auch Collections, die nicht von SpaceBuilder erstellt wurden, sind enthalten.",[1220,1899,1900,1902],{},[1235,1901,1781],{},[1235,1903,1904],{},"Ob Dimension und Distanzmetrik der eingestellten Collection zu SpaceBuilder passen",[1165,1906,1907],{},"Ein Vektor entspricht einem Dokumentabschnitt (Chunk). Dokumente werden je nach Format zunächst in Abschnitte, Seiten oder Zeilen unterteilt und anschließend in Stücke von etwa 700 bis 1.000 Zeichen (bezogen auf Koreanisch) aufgeteilt und gespeichert. Es ist daher normal, dass die Anzahl der Vektoren deutlich über der Anzahl der Dokumente liegt.",[1165,1909,1910,1911,1913],{},"In der ",[1250,1912,1813],{}," des Qdrant-Dashboards können Sie die tatsächlich gespeicherten Inhalte einsehen.",[1165,1915,1916],{},"Anzahl der Vektoren pro Datei prüfen:",[1307,1918,1920],{"className":1821,"code":1919,"language":1823,"meta":1312,"style":1312},"POST /collections/setfn_knowledge_example/facet\n{ \"key\": \"source_path\", \"limit\": 50 }\n",[1250,1921,1922,1927],{"__ignoreMap":1312},[1316,1923,1924],{"class":1318,"line":1319},[1316,1925,1926],{},"POST /collections/setfn_knowledge_example/facet\n",[1316,1928,1929],{"class":1318,"line":1333},[1316,1930,1931],{},"{ \"key\": \"source_path\", \"limit\": 50 }\n",[1847,1933,1934],{},[1165,1935,1936],{},"Die facet-API funktioniert erst ab Qdrant 1.12. Wenn mehrere Instanzen dieselbe Collection gemeinsam nutzen, werden auch die von anderen Instanzen gespeicherten Vektoren mitgezählt.",[1165,1938,1939],{},"Einige gespeicherte Dokumentabschnitte prüfen:",[1307,1941,1943],{"className":1821,"code":1942,"language":1823,"meta":1312,"style":1312},"POST /collections/setfn_knowledge_example/points/scroll\n{ \"limit\": 10, \"with_payload\": [\"source_path\", \"text\"], \"with_vector\": false }\n",[1250,1944,1945,1950],{"__ignoreMap":1312},[1316,1946,1947],{"class":1318,"line":1319},[1316,1948,1949],{},"POST /collections/setfn_knowledge_example/points/scroll\n",[1316,1951,1952],{"class":1318,"line":1333},[1316,1953,1954],{},"{ \"limit\": 10, \"with_payload\": [\"source_path\", \"text\"], \"with_vector\": false }\n",[1956,1957,1958],"warning",{},[1165,1959,1960,1961,1964,1965,1537],{},"Bearbeiten oder löschen Sie Punkte nicht direkt im Qdrant-Dashboard. Der Zustand weicht dann von dem ab, was SpaceBuilder erfasst hat, sodass Suchergebnisse fehlen oder Bereinigungen wiederholt ausgeführt werden können. Wenn Sie die Daten neu erzeugen müssen, verwenden Sie ",[1250,1962,1963],{},"Vektorgeneration neu aufbauen"," im ",[1200,1966,220],{"href":1601},[1175,1968,1970],{"id":1969},"wenn-mehrere-instanzen-ein-qdrant-gemeinsam-nutzen","Wenn mehrere Instanzen ein Qdrant gemeinsam nutzen",[1165,1972,1973,1974,1977],{},"Wenn jede Instanz einen eigenen Collection-Namen verwendet, sind die Daten vollständig getrennt. Wenn Sie den Standardnamen der Collection (",[1250,1975,1976],{},"knowledge_vectors",") beibehalten, wird auf dem Bildschirm eine Warnung zusammen mit dem empfohlenen Namen für diese Instanz angezeigt.",[1165,1979,1980],{},"Auch bei gemeinsamer Nutzung derselben Collection erhalten neu gespeicherte Vektoren einen Instanz-Isolationsschlüssel, sodass Suche und Löschung auf die Daten der jeweiligen Instanz beschränkt bleiben. Wenn Sie Sicherung, Kapazitätsverwaltung und Löschung jedoch pro Instanz durchführen möchten, ist es sicherer, die Collections zu trennen.",[1165,1982,1983],{},"Wenn ein anderes SpaceBuilder-Projekt, das auf demselben Server läuft, dieselbe Collection verwendet, wird auf der Einstellungsseite eine Warnung angezeigt.",[1175,1985,1987],{"id":1986},"verwandte-dokumente","Verwandte Dokumente",[1180,1989,1990,1994,1999,2004],{},[1183,1991,1992],{},[1200,1993,220],{"href":1601},[1183,1995,1996],{},[1200,1997,225],{"href":1998},"/de/docs/admin/knowledge/storage-operations/",[1183,2000,2001],{},[1200,2002,240],{"href":2003},"/de/docs/admin/knowledge/milvus/",[1183,2005,2006],{},[1200,2007,208],{"href":2008},"/de/docs/admin/knowledge/indexing/",[2010,2011,2012],"style",{},"html pre.shiki code .sMOD_, html code.shiki .sMOD_{--shiki-default:#24292E;--shiki-dark:#E1E4E8;--shiki-sepia:#F8F8F2}html pre.shiki code .sC2Qs, html code.shiki .sC2Qs{--shiki-default:#D73A49;--shiki-dark:#F97583;--shiki-sepia:#F92672}html pre.shiki code .sstjo, html code.shiki .sstjo{--shiki-default:#032F62;--shiki-dark:#9ECBFF;--shiki-sepia:#E6DB74}html pre.shiki code .srTi1, html code.shiki .srTi1{--shiki-default:#6F42C1;--shiki-dark:#B392F0;--shiki-sepia:#A6E22E}html pre.shiki code .s7F3e, html code.shiki .s7F3e{--shiki-default:#005CC5;--shiki-dark:#79B8FF;--shiki-sepia:#AE81FF}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 .sepia .shiki span {color: var(--shiki-sepia);background: var(--shiki-sepia-bg);font-style: var(--shiki-sepia-font-style);font-weight: var(--shiki-sepia-font-weight);text-decoration: var(--shiki-sepia-text-decoration);}html.sepia .shiki span {color: var(--shiki-sepia);background: var(--shiki-sepia-bg);font-style: var(--shiki-sepia-font-style);font-weight: var(--shiki-sepia-font-weight);text-decoration: var(--shiki-sepia-text-decoration);}",{"title":1312,"searchDepth":1333,"depth":1350,"links":2014},[2015,2016,2022,2023,2026,2027,2028],{"id":1177,"depth":1333,"text":1178},{"id":1194,"depth":1333,"text":1195,"children":2017},[2018,2019,2020,2021],{"id":1211,"depth":1350,"text":1212},{"id":1279,"depth":1350,"text":1280},{"id":1508,"depth":1350,"text":1509},{"id":1547,"depth":1350,"text":1548},{"id":1595,"depth":1333,"text":1203},{"id":1722,"depth":1333,"text":1723,"children":2024},[2025],{"id":1789,"depth":1350,"text":1790},{"id":1854,"depth":1333,"text":1855},{"id":1969,"depth":1333,"text":1970},{"id":1986,"depth":1333,"text":1987},"Beschreibt, wie Sie die externe Vektordatenbank Qdrant als Vektordatenbank von SpaceBuilder verbinden und die Collection sowie die gespeicherten Daten prüfen.","md",{},{"title":2033,"description":2029,"ogType":2034,"twitterCard":2035,"keywords":2036},"Qdrant verbinden | Admin Docs","article","summary_large_image",[1632,2037,1670,2038,2039],"Vektordatenbank","RAG","Wissensindexierung","NBxs2_XbtsOznL9tWhV8KDHFzx5WVr6GiaBxVEf79nI",[2042,2043],{"title":225,"path":226,"stem":227,"slug":228,"children":-1},{"title":235,"path":236,"stem":237,"slug":238,"children":-1},{"title":230,"filename":2045,"content":2046},"qdrant","# Qdrant verbinden\n\nQdrant ist eine Vektordatenbank, die als separater Server betrieben wird. Sie eignet sich, wenn bei vielen Dokumenten die Suchdaten mehrere Zehntausend Einträge überschreiten oder wenn Sie die KI-Suchdaten getrennt vom SpaceBuilder-Server betreiben möchten.\n\nAuch bei Verwendung von Qdrant bleiben die Originaldateien und Dokumenttexte unverändert in SpaceBuilder. In Qdrant werden nur die für die Suche benötigten Vektoren und ein Minimum an Informationen gespeichert.\n\n---\n\n## Bevor Sie beginnen\n\n- Erforderliche Berechtigung: Workspace-Administrator sowie die Berechtigung, die Qdrant-Verbindungsinformationen zu verwalten\n- Der SpaceBuilder-Server muss den REST- und den gRPC-Endpunkt von Qdrant erreichen können.\n- Prüfen Sie die Ausgabedimension des Einbettungsmodells.\n\n## Qdrant installieren\n\nSie benötigen einen Qdrant-Server, der vom SpaceBuilder-Server aus erreichbar ist. Wenn Sie bereits ein Qdrant betreiben, überspringen Sie diesen Abschnitt und fahren Sie mit [Verbindung einrichten](#verbindung-einrichten) fort.\n\nAm einfachsten installieren Sie Qdrant mit Docker. Die folgenden Schritte setzen voraus, dass auf einem Linux-Server Docker installiert ist.\n\n### Vorbereitung\n\n| Element | Inhalt |\n|------|------|\n| Server | Qdrant kann auf demselben Server wie SpaceBuilder oder auf einem separaten Server laufen. Auf demselben Server teilt es sich den Arbeitsspeicher mit SpaceBuilder; planen Sie daher Reserven ein. |\n| Arbeitsspeicher | Für schnelle Suchen werden die Vektoren im Arbeitsspeicher gehalten. Nach der von Qdrant empfohlenen Formel (Anzahl der Vektoren × Dimension × 4 Byte × 1,5) benötigen Sie mit `bge-m3` (1024 Dimensionen) für 100.000 Vektoren etwa 0,6 GB und für 1 Million Vektoren etwa 6 GB. |\n| Festplatte | Da Vektoren und die Texte der Dokumentabschnitte gemeinsam gespeichert werden, planen Sie das Zwei- bis Dreifache des Arbeitsspeicherbedarfs ein. |\n| Ports | `6333` (REST API) und `6334` (gRPC). SpaceBuilder verwendet bevorzugt gRPC und schaltet auf REST um, wenn keine Verbindung möglich ist. |\n\n### Ausführen\n\nBinden Sie unbedingt einen Speicherordner ein, damit die Daten auch nach dem Entfernen des Containers erhalten bleiben. Das folgende Beispiel speichert unter `/data/qdrant` und ist so konfiguriert, dass der Container nach einem Neustart des Servers automatisch wieder startet.\n\nDie Image-Version wird über die Variable `QDRANT_VERSION` festgelegt. Ohne Versionsangabe wird `latest` installiert, sodass sich die Version beim Neuerstellen des Containers unbeabsichtigt ändern kann. Die folgende Version ist ein Beispiel zum Zeitpunkt der Dokumenterstellung. Ersetzen Sie sie bei der tatsächlichen Installation durch eine Version, die Ihre Organisation auf der [Qdrant-Releaseseite](https://github.com/qdrant/qdrant/releases) geprüft hat.\n\n```bash\nQDRANT_VERSION=v1.19.1\nsudo mkdir -p /data/qdrant\n\ndocker run -d --name qdrant \\\n  --restart unless-stopped \\\n  -p 6333:6333 \\\n  -p 6334:6334 \\\n  -v /data/qdrant:/qdrant/storage \\\n  qdrant/qdrant:${QDRANT_VERSION}\n```\n\nWenn Sie Qdrant auf einem anderen Server als SpaceBuilder betreiben oder in einem Netzwerk, auf das mehrere Personen zugreifen können, aktivieren Sie zusätzlich einen API-Schlüssel. Wählen Sie einen langen, schwer zu erratenden Wert.\n\n```bash\nQDRANT_VERSION=v1.19.1\ndocker run -d --name qdrant \\\n  --restart unless-stopped \\\n  -p 6333:6333 \\\n  -p 6334:6334 \\\n  -v /data/qdrant:/qdrant/storage \\\n  -e QDRANT__SERVICE__API_KEY='\u003CAPI-Schlüssel>' \\\n  qdrant/qdrant:${QDRANT_VERSION}\n```\n\n### Installation prüfen\n\n```bash\ncurl http://localhost:6333/collections\n```\n\nWenn eine Antwort mit `\"status\":\"ok\"` zurückkommt, ist alles in Ordnung. Wenn Sie einen API-Schlüssel aktiviert haben, erhalten Sie nur mit dem Header `api-key` eine Antwort, z. B. `curl -H 'api-key: \u003CAPI-Schlüssel>' http://localhost:6333/collections`.\n\nWenn Sie im Browser `http://\u003CQdrant-Serveradresse>:6333/dashboard` öffnen, erscheint ein Dashboard, in dem Sie die Collections und die gespeicherten Daten einsehen können.\n\n### Betriebstipps\n\n- **Aktualisierung**: Erhöhen Sie die Minor-Version gemäß der offiziellen Upgrade-Anleitung von Qdrant jeweils um eine Stufe (z. B. 1.12 → 1.13). Setzen Sie `QDRANT_VERSION` auf die nächste Version, laden Sie das Image mit `docker pull qdrant/qdrant:${QDRANT_VERSION}` herunter, entfernen Sie den Container und starten Sie ihn mit demselben Befehl neu. Die Daten bleiben unter `/data/qdrant` erhalten.\n- **Sicherung**: Halten Sie den Container an und kopieren Sie den Ordner `/data/qdrant` vollständig, oder verwenden Sie die Snapshot-API von Qdrant. Da Vektoren jedoch abgeleitete Daten sind, die sich aus den Originalen neu erzeugen lassen, können Sie die Vektordatenbank auch ohne Sicherung mit `Vorhandene Einbettungen synchronisieren` in SpaceBuilder neu füllen.\n- **Firewall**: Beschränken Sie den Zugriff auf die Ports `6333` und `6334` auf den SpaceBuilder-Server. Wenn der Zugriff über HTTPS erfolgen muss, empfehlen wir einen Reverse-Proxy vor Qdrant.\n\n## Verbindung einrichten\n\nGeben Sie auf der Seite [Wissensspeicher](/de/docs/admin/knowledge/storage/) unter `Vektordatenbank einrichten` Folgendes ein und speichern Sie.\n\n| Element | Eingabewert | Beschreibung |\n|------|---------|------|\n| Treiber | `Qdrant` | Verwendet einen externen Qdrant-Server. |\n| REST-Endpunkt | `http://\u003CQdrant-Serveradresse>:6333` | Adresse der REST API von Qdrant. Bleibt das Feld leer, wird `http://localhost:6333` verwendet. |\n| gRPC-Endpunkt (empfohlen) | `http://\u003CQdrant-Serveradresse>:6334` | Wird bevorzugt für Suche und Vektorspeicherung verwendet. Bleibt das Feld leer, wird die Adresse automatisch aus der REST-Adresse abgeleitet; ist keine Verbindung möglich, wird auf REST umgeschaltet. |\n| Collection | Eigener Name für diese Instanz (den aktuellen SpaceBuilder) | Wir empfehlen, den auf dem Bildschirm angezeigten empfohlenen Namen (`setfn_knowledge_...`) zu verwenden. |\n| API-Schlüssel | Der in Qdrant festgelegte API-Schlüssel | Lassen Sie das Feld leer, wenn Sie keine Authentifizierung aktiviert haben. Der gespeicherte Wert wird maskiert angezeigt und bleibt erhalten, solange Sie ihn nicht ändern. Wenn Sie das Feld leeren und speichern, wird er gelöscht. |\n| Vektordimension | Ausgabedimension des Einbettungsmodells | Für `bge-m3` ist es `1024`. Bei bekannten Modellen wird der Wert nach der Modellauswahl automatisch eingetragen. |\n\nDa Qdrant ein dienstbasierter Speicher ist, wird das Eingabefeld `Datenpfad` nicht angezeigt. Alle Daten werden auf dem Qdrant-Server gespeichert.\n\nNach dem Speichern prüft der Indexierungsplaner sofort die neuen Einstellungen und startet bei Bedarf automatisch eine vollständige Neuindexierung aller Originale. Eine separate Synchronisierung ist nicht erforderlich.\n\n## Die Collection wird automatisch erstellt\n\nSie müssen die Collection nicht vorab im Qdrant-Dashboard anlegen. Wenn SpaceBuilder die ersten Suchdaten speichert, erstellt es die Collection mit dem eingestellten Namen und legt zugleich die für Suchfilter benötigten Indizes an.\n\n| Automatisch erstelltes Element | Wert |\n|----------------|-----|\n| Vektorformat | Einzelner unbenannter Vektor (dense) |\n| Vektorgröße | Die eingestellte Vektordimension |\n| Distanzmetrik | Cosine |\n| Filterindizes | Instanz, Generation, Bereich, Eigentümer, Originalpfad |\n\nVor der ersten Indexierung wird in der `Vektordatenbank-Übersicht` unter `Collection-Konfiguration` die Meldung `Noch nicht erstellt · Wird bei der ersten Indexierung automatisch erstellt` angezeigt. Das ist kein Fehler; warten Sie einfach, bis die Indexierung beginnt.\n\n### Hinweise zum manuellen Erstellen einer Collection\n\nCollections, die im Qdrant-Dashboard über `Create New Collection` mit `Simple Hybrid Search` oder mit benannten Vektoren (Named Vectors) erstellt wurden, sind nicht mit SpaceBuilder kompatibel. Wenn Sie eine solche Collection angeben, wird unter `Collection-Konfiguration` die Meldung `Die Collection-Konfiguration muss geprüft werden` angezeigt, und die Indexierung schlägt beim Speichern fehl.\n\nWenn Sie die Collection selbst erstellen müssen, führen Sie in der `Console` des Dashboards die folgende Anfrage aus. `size` muss der eingestellten Vektordimension entsprechen.\n\n```http\nPUT /collections/setfn_knowledge_example\n{\n  \"vectors\": { \"size\": 1024, \"distance\": \"Cosine\" }\n}\n```\n\n::note\nWenn bereits eine Collection im falschen Format vorhanden ist, speichern Sie mit einem anderen Collection-Namen oder löschen Sie diese Collection und lassen Sie SpaceBuilder sie neu erstellen. Collections mit abweichender Dimension oder Distanzmetrik können nicht verwendet werden.\n::\n\n## Gespeicherte Daten prüfen\n\nDen Qdrant-Status prüfen Sie in der `Vektordatenbank-Übersicht`.\n\n| Element | Bedeutung |\n|------|------|\n| Verbindungsstatus | Ob der Qdrant-Server erreichbar ist |\n| Gespeicherte Vektoren | Anzahl der Vektoren, die diese Instanz gespeichert hat. Daten anderer Instanzen, die dieselbe Collection verwenden, sind nicht enthalten. |\n| Anzahl der Collections | Gesamtzahl der Collections auf dem Qdrant-Server. Auch Collections, die nicht von SpaceBuilder erstellt wurden, sind enthalten. |\n| Collection-Konfiguration | Ob Dimension und Distanzmetrik der eingestellten Collection zu SpaceBuilder passen |\n\nEin Vektor entspricht einem Dokumentabschnitt (Chunk). Dokumente werden je nach Format zunächst in Abschnitte, Seiten oder Zeilen unterteilt und anschließend in Stücke von etwa 700 bis 1.000 Zeichen (bezogen auf Koreanisch) aufgeteilt und gespeichert. Es ist daher normal, dass die Anzahl der Vektoren deutlich über der Anzahl der Dokumente liegt.\n\nIn der `Console` des Qdrant-Dashboards können Sie die tatsächlich gespeicherten Inhalte einsehen.\n\nAnzahl der Vektoren pro Datei prüfen:\n\n```http\nPOST /collections/setfn_knowledge_example/facet\n{ \"key\": \"source_path\", \"limit\": 50 }\n```\n\n::note\nDie facet-API funktioniert erst ab Qdrant 1.12. Wenn mehrere Instanzen dieselbe Collection gemeinsam nutzen, werden auch die von anderen Instanzen gespeicherten Vektoren mitgezählt.\n::\n\nEinige gespeicherte Dokumentabschnitte prüfen:\n\n```http\nPOST /collections/setfn_knowledge_example/points/scroll\n{ \"limit\": 10, \"with_payload\": [\"source_path\", \"text\"], \"with_vector\": false }\n```\n\n::warning\nBearbeiten oder löschen Sie Punkte nicht direkt im Qdrant-Dashboard. Der Zustand weicht dann von dem ab, was SpaceBuilder erfasst hat, sodass Suchergebnisse fehlen oder Bereinigungen wiederholt ausgeführt werden können. Wenn Sie die Daten neu erzeugen müssen, verwenden Sie `Vektorgeneration neu aufbauen` im [Wissensspeicher](/de/docs/admin/knowledge/storage/).\n::\n\n## Wenn mehrere Instanzen ein Qdrant gemeinsam nutzen\n\nWenn jede Instanz einen eigenen Collection-Namen verwendet, sind die Daten vollständig getrennt. Wenn Sie den Standardnamen der Collection (`knowledge_vectors`) beibehalten, wird auf dem Bildschirm eine Warnung zusammen mit dem empfohlenen Namen für diese Instanz angezeigt.\n\nAuch bei gemeinsamer Nutzung derselben Collection erhalten neu gespeicherte Vektoren einen Instanz-Isolationsschlüssel, sodass Suche und Löschung auf die Daten der jeweiligen Instanz beschränkt bleiben. Wenn Sie Sicherung, Kapazitätsverwaltung und Löschung jedoch pro Instanz durchführen möchten, ist es sicherer, die Collections zu trennen.\n\nWenn ein anderes SpaceBuilder-Projekt, das auf demselben Server läuft, dieselbe Collection verwendet, wird auf der Einstellungsseite eine Warnung angezeigt.\n\n## Verwandte Dokumente\n\n- [Wissensspeicher](/de/docs/admin/knowledge/storage/)\n- [Wissensspeicher betreiben](/de/docs/admin/knowledge/storage-operations/)\n- [Milvus verbinden](/de/docs/admin/knowledge/milvus/)\n- [Erfassung & Indexierung](/de/docs/admin/knowledge/indexing/)\n",1793056569884]