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DockerリポジトリをAptソースに追加",[1218,1315,1317],{"className":1220,"code":1316,"language":1222,"meta":1223,"style":1223},"sudo tee /etc/apt/sources.list.d/docker.sources \u003C\u003CEOF\nTypes: deb\nURIs: https://download.docker.com/linux/ubuntu\nSuites: $(. /etc/os-release && echo \"${UBUNTU_CODENAME:-$VERSION_CODENAME}\")\nComponents: stable\nArchitectures: $(dpkg --print-architecture)\nSigned-By: /etc/apt/keyrings/docker.asc\nEOF\n\nsudo apt update\n",[1174,1318,1319,1337,1342,1347,1378,1383,1398,1404,1409,1416],{"__ignoreMap":1223},[1227,1320,1321,1323,1326,1329,1333],{"class":1229,"line":1230},[1227,1322,1197],{"class":1233},[1227,1324,1325],{"class":1236}," tee",[1227,1327,1328],{"class":1236}," /etc/apt/sources.list.d/docker.sources",[1227,1330,1332],{"class":1331},"sC2Qs"," \u003C\u003C",[1227,1334,1336],{"class":1335},"sinWB","EOF\n",[1227,1338,1339],{"class":1229,"line":1243},[1227,1340,1341],{"class":1236},"Types: deb\n",[1227,1343,1344],{"class":1229,"line":1259},[1227,1345,1346],{"class":1236},"URIs: https://download.docker.com/linux/ubuntu\n",[1227,1348,1349,1352,1356,1359,1362,1365,1369,1372,1375],{"class":1229,"line":1279},[1227,1350,1351],{"class":1236},"Suites: $(",[1227,1353,1355],{"class":1354},"sTrkL",".",[1227,1357,1358],{"class":1236}," /etc/os-release && ",[1227,1360,1361],{"class":1354},"echo",[1227,1363,1364],{"class":1236}," \"${",[1227,1366,1368],{"class":1367},"sMOD_","UBUNTU_CODENAME",[1227,1370,1371],{"class":1331},":-",[1227,1373,1374],{"class":1367},"$VERSION_CODENAME",[1227,1376,1377],{"class":1236},"}\")\n",[1227,1379,1380],{"class":1229,"line":1299},[1227,1381,1382],{"class":1236},"Components: stable\n",[1227,1384,1386,1389,1392,1395],{"class":1229,"line":1385},6,[1227,1387,1388],{"class":1236},"Architectures: $(",[1227,1390,1391],{"class":1233},"dpkg",[1227,1393,1394],{"class":1266}," --print-architecture",[1227,1396,1397],{"class":1236},")\n",[1227,1399,1401],{"class":1229,"line":1400},7,[1227,1402,1403],{"class":1236},"Signed-By: /etc/apt/keyrings/docker.asc\n",[1227,1405,1407],{"class":1229,"line":1406},8,[1227,1408,1336],{"class":1335},[1227,1410,1412],{"class":1229,"line":1411},9,[1227,1413,1415],{"emptyLinePlaceholder":1414},true,"\n",[1227,1417,1419,1421,1423],{"class":1229,"line":1418},10,[1227,1420,1197],{"class":1233},[1227,1422,1237],{"class":1236},[1227,1424,1240],{"class":1236},[1213,1426,1428],{"id":1427},"_3-dockerパッケージのインストール","3. Dockerパッケージのインストール",[1218,1430,1432],{"className":1220,"code":1431,"language":1222,"meta":1223,"style":1223},"sudo apt install docker-ce docker-ce-cli containerd.io docker-buildx-plugin docker-compose-plugin\n",[1174,1433,1434],{"__ignoreMap":1223},[1227,1435,1436,1438,1440,1442,1445,1448,1451,1454],{"class":1229,"line":1230},[1227,1437,1197],{"class":1233},[1227,1439,1237],{"class":1236},[1227,1441,1250],{"class":1236},[1227,1443,1444],{"class":1236}," docker-ce",[1227,1446,1447],{"class":1236}," docker-ce-cli",[1227,1449,1450],{"class":1236}," containerd.io",[1227,1452,1453],{"class":1236}," docker-buildx-plugin",[1227,1455,1456],{"class":1236}," docker-compose-plugin\n",[1182,1458,1460],{"id":1459},"qdrantコンテナを実行する","Qdrantコンテナを実行する",[1213,1462,1464],{"id":1463},"_1-docker-composeymlファイルを作成する","1. docker-compose.ymlファイルを作成する",[1166,1466,1467,1468,1471],{},"Qdrantを実行するフォルダに",[1174,1469,1470],{},"docker-compose.yml","ファイルを作成し、次の内容を入力します。",[1218,1473,1477],{"className":1474,"code":1475,"language":1476,"meta":1223,"style":1223},"language-yaml shiki shiki-themes github-light github-dark monokai","services:\n  qdrant:\n    image: qdrant/qdrant:latest\n    container_name: qdrant\n    restart: unless-stopped\n    ports:\n      - \"6333:6333\"\n      - \"6334:6334\"\n    volumes:\n      - ./qdrant_storage:/qdrant/storage\n","yaml",[1174,1478,1479,1488,1495,1506,1516,1526,1533,1541,1548,1555],{"__ignoreMap":1223},[1227,1480,1481,1485],{"class":1229,"line":1230},[1227,1482,1484],{"class":1483},"s5clZ","services",[1227,1486,1487],{"class":1367},":\n",[1227,1489,1490,1493],{"class":1229,"line":1243},[1227,1491,1492],{"class":1483},"  qdrant",[1227,1494,1487],{"class":1367},[1227,1496,1497,1500,1503],{"class":1229,"line":1259},[1227,1498,1499],{"class":1483},"    image",[1227,1501,1502],{"class":1367},": ",[1227,1504,1505],{"class":1236},"qdrant/qdrant:latest\n",[1227,1507,1508,1511,1513],{"class":1229,"line":1279},[1227,1509,1510],{"class":1483},"    container_name",[1227,1512,1502],{"class":1367},[1227,1514,1515],{"class":1236},"qdrant\n",[1227,1517,1518,1521,1523],{"class":1229,"line":1299},[1227,1519,1520],{"class":1483},"    restart",[1227,1522,1502],{"class":1367},[1227,1524,1525],{"class":1236},"unless-stopped\n",[1227,1527,1528,1531],{"class":1229,"line":1385},[1227,1529,1530],{"class":1483},"    ports",[1227,1532,1487],{"class":1367},[1227,1534,1535,1538],{"class":1229,"line":1400},[1227,1536,1537],{"class":1367},"      - ",[1227,1539,1540],{"class":1236},"\"6333:6333\"\n",[1227,1542,1543,1545],{"class":1229,"line":1406},[1227,1544,1537],{"class":1367},[1227,1546,1547],{"class":1236},"\"6334:6334\"\n",[1227,1549,1550,1553],{"class":1229,"line":1411},[1227,1551,1552],{"class":1483},"    volumes",[1227,1554,1487],{"class":1367},[1227,1556,1557,1559],{"class":1229,"line":1418},[1227,1558,1537],{"class":1367},[1227,1560,1561],{"class":1236},"./qdrant_storage:/qdrant/storage\n",[1213,1563,1565],{"id":1564},"_2-コンテナを実行する","2. コンテナを実行する",[1166,1567,1568],{},"同じフォルダでコンテナを実行します。",[1218,1570,1572],{"className":1220,"code":1571,"language":1222,"meta":1223,"style":1223},"sudo docker compose up -d\n",[1174,1573,1574],{"__ignoreMap":1223},[1227,1575,1576,1578,1581,1584,1587],{"class":1229,"line":1230},[1227,1577,1197],{"class":1233},[1227,1579,1580],{"class":1236}," docker",[1227,1582,1583],{"class":1236}," compose",[1227,1585,1586],{"class":1236}," up",[1227,1588,1589],{"class":1266}," -d\n",[1186,1591,1592,1609,1619,1625],{},[1189,1593,1594,1597,1598,1601,1602,1608],{},[1174,1595,1596],{},"image","：使用するQdrantのイメージとバージョンです。",[1174,1599,1600],{},"latest","はコンテナを取得し直すたびに最新バージョンに変わるため、運用環境では",[1169,1603,1607],{"href":1604,"rel":1605},"https://github.com/qdrant/qdrant/releases",[1606],"nofollow","Qdrantのリリース","から、組織で検証済みの特定のバージョンに固定することを推奨します。社内レジストリをミラーとして使用している場合は、このパスをそのアドレスに変更できます。",[1189,1610,1611,1614,1615,1618],{},[1174,1612,1613],{},"container_name","、",[1174,1616,1617],{},"./qdrant_storage","：コンテナ名とデータの保存パスは例であり、任意の値に変更してもかまいません。",[1189,1620,1621,1624],{},[1174,1622,1623],{},"6333","：REST API（HTTP）のポートです。",[1189,1626,1627,1630,1631,1633],{},[1174,1628,1629],{},"6334","：gRPCのポートです。バイナリプロトコル（protobuf）を使用するため、大量のアップサートやバッチ検索のように処理量の多い作業では、REST APIより高速です。SetFNは",[1174,1632,220],{},"でgRPC接続に対応しており、検索とベクトルの保存にはgRPCを優先して使用することを推奨します。",[1635,1636,1637,1653,1678],"warning",{},[1166,1638,1639,1640,1614,1642,1644,1645,1648,1649,1652],{},"上記の設定では、",[1174,1641,1623],{},[1174,1643,1629],{},"ポートをすべてのネットワークインターフェース（",[1174,1646,1647],{},"0.0.0.0","）に開放します。SetFNサーバーとQdrantを同じマシンで運用する場合は、外部に公開されないように",[1174,1650,1651],{},"127.0.0.1","だけにバインドするほうが安全です。",[1218,1654,1656],{"className":1474,"code":1655,"language":1476,"meta":1223,"style":1223},"    ports:\n      - \"127.0.0.1:6333:6333\"\n      - \"127.0.0.1:6334:6334\"\n",[1174,1657,1658,1664,1671],{"__ignoreMap":1223},[1227,1659,1660,1662],{"class":1229,"line":1230},[1227,1661,1530],{"class":1483},[1227,1663,1487],{"class":1367},[1227,1665,1666,1668],{"class":1229,"line":1243},[1227,1667,1537],{"class":1367},[1227,1669,1670],{"class":1236},"\"127.0.0.1:6333:6333\"\n",[1227,1672,1673,1675],{"class":1229,"line":1259},[1227,1674,1537],{"class":1367},[1227,1676,1677],{"class":1236},"\"127.0.0.1:6334:6334\"\n",[1166,1679,1680],{},"このようにバインドすると同じマシンからしか接続できず、SetFNサーバーが別のマシンにある場合は接続できません。",[1182,1682,1684],{"id":1683},"setfnに接続する","SetFNに接続する",[1166,1686,1687,1689,1690,1693,1694,1697],{},[1169,1688,220],{"href":1171},"の",[1174,1691,1692],{},"ベクトルDB構成","で次の項目を入力し、",[1174,1695,1696],{},"保存","ボタンを押します。",[1166,1699,1700],{},[1701,1702],"img",{"alt":1703,"src":1704},"ドライバーとしてQdrantを選択したときのベクトルDB構成画面","./_screenshots/admin-ai-db-qdrant_ja.png",[1706,1707,1708,1721],"table",{},[1709,1710,1711],"thead",{},[1712,1713,1714,1718],"tr",{},[1715,1716,1717],"th",{},"項目",[1715,1719,1720],{},"値",[1722,1723,1724,1734,1742,1754,1772],"tbody",{},[1712,1725,1726,1730],{},[1727,1728,1729],"td",{},"ドライバー",[1727,1731,1732],{},[1174,1733,1176],{},[1712,1735,1736,1739],{},[1727,1737,1738],{},"コレクション",[1727,1740,1741],{},"使用するコレクション名です。インスタンスごとに区別できるように、自分で決めます。",[1712,1743,1744,1747],{},[1727,1745,1746],{},"REST エンドポイント",[1727,1748,1749,1750,1753],{},"QdrantサーバーのREST APIのアドレス（例：",[1174,1751,1752],{},"http://localhost:6333","）",[1712,1755,1756,1759],{},[1727,1757,1758],{},"gRPC エンドポイント（推奨）",[1727,1760,1761,1762,1765,1766,1768,1769,1771],{},"RESTと同じQdrantインスタンスのgRPCアドレス（例：",[1174,1763,1764],{},"http://localhost:6334","）。検索とベクトルの保存にgRPCを優先して使用します。空欄にすると、RESTのアドレスが",[1174,1767,1623],{},"ポートの場合は",[1174,1770,1629],{},"を自動的に使用し、接続できない場合はRESTに切り替えます。",[1712,1773,1774,1777],{},[1727,1775,1776],{},"APIキー",[1727,1778,1779],{},"Qdrantで認証を有効にしている場合にのみ入力します。空欄にすると認証なしで接続し、保存済みの値を空にして保存すると削除されます。",[1166,1781,1782,1783,1786,1787,1790,1791,1793],{},"保存後、",[1174,1784,1785],{},"ベクトルDBの運用状況","の接続状態が",[1174,1788,1789],{},"接続済み","に変わり、ベクトルストアが",[1174,1792,1176],{},"と表示されていれば、正常に接続されています。",[1795,1796,1797],"note",{},[1166,1798,1799,1800,1802],{},"SetFNサーバーとQdrantサーバーが別々のマシンにある場合、REST・gRPCのエンドポイントには",[1174,1801,1651],{},"ではなく、SetFNサーバーから実際に接続できるアドレス（内部IPやホスト名）を入力する必要があります。",[1182,1804,1805],{"id":1805},"関連ドキュメント",[1186,1807,1808,1812],{},[1189,1809,1810],{},[1169,1811,220],{"href":1171},[1189,1813,1814],{},[1169,1815,208],{"href":1816},"/ja/docs/admin/knowledge/indexing/",[1818,1819,1820],"style",{},"html pre.shiki code .srTi1, html code.shiki .srTi1{--shiki-default:#6F42C1;--shiki-dark:#B392F0;--shiki-sepia:#A6E22E}html pre.shiki code .sstjo, html code.shiki .sstjo{--shiki-default:#032F62;--shiki-dark:#9ECBFF;--shiki-sepia:#E6DB74}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);}html pre.shiki code .sC2Qs, html code.shiki .sC2Qs{--shiki-default:#D73A49;--shiki-dark:#F97583;--shiki-sepia:#F92672}html pre.shiki code .sinWB, html code.shiki .sinWB{--shiki-default:#032F62;--shiki-dark:#9ECBFF;--shiki-sepia:#F8F8F2}html pre.shiki code .sTrkL, html code.shiki .sTrkL{--shiki-default:#005CC5;--shiki-dark:#79B8FF;--shiki-sepia:#66D9EF}html pre.shiki code .sMOD_, html code.shiki .sMOD_{--shiki-default:#24292E;--shiki-dark:#E1E4E8;--shiki-sepia:#F8F8F2}html pre.shiki code .s5clZ, html code.shiki .s5clZ{--shiki-default:#22863A;--shiki-dark:#85E89D;--shiki-sepia:#F92672}",{"title":1223,"searchDepth":1243,"depth":1259,"links":1822},[1823,1824,1829,1833,1834],{"id":1184,"depth":1243,"text":1184},{"id":1207,"depth":1243,"text":1208,"children":1825},[1826,1827,1828],{"id":1215,"depth":1259,"text":1216},{"id":1312,"depth":1259,"text":1313},{"id":1427,"depth":1259,"text":1428},{"id":1459,"depth":1243,"text":1460,"children":1830},[1831,1832],{"id":1463,"depth":1259,"text":1464},{"id":1564,"depth":1259,"text":1565},{"id":1683,"depth":1243,"text":1684},{"id":1805,"depth":1243,"text":1805},"ベクトルDBのドライバーとしてQdrantを使用するには、接続先のQdrantサーバーが先に必要です。DockerでQdrantサーバーをインストールし、SetFNに接続する方法を説明します。","md",{},{"title":1839,"description":1840,"ogType":1841,"twitterCard":1842,"keywords":1843},"Qdrantサーバーを準備する | Admin Docs","DockerでQdrantサーバーをインストールし、SetFNのナレッジストレージでQdrantドライバーに接続する方法を説明します。","article","summary_large_image",[1844,1845,1846,1847,1848],"Qdrantのインストール","Docker Qdrant","ベクトルDBサーバー","ベクトルDB Qdrant連携","SetFN","FyG2GBhv11fEPkTr4CBth37uFx5c9fh40iTCID2_paY",[1851,1852],{"title":230,"path":231,"stem":232,"slug":233,"children":-1},{"title":240,"path":241,"stem":242,"slug":243,"children":-1},{"title":235,"filename":1854,"content":1855},"qdrant-server-setup","# Qdrantサーバーを準備する\n\n[ナレッジストレージ](/ja/docs/admin/knowledge/storage/)でドライバーとして`Qdrant`を選択するには、接続できるQdrantサーバーが先に必要です。SetFNがQdrantサーバーを一緒にインストールすることはないため、ここではDockerで自分で準備する方法を説明します。\n\n---\n\n## 始める前に\n\n- SetFNで接続設定を保存するには、Workspaceの管理者権限が必要です。\n- Qdrantサーバーを稼働させるLinux（Ubuntu）環境と、管理者（`sudo`）権限が必要です。\n- その環境にDockerがインストールされていない場合は、先にインストールします。\n- SetFNサーバーが、このQdrantサーバーにネットワーク経由で接続できる必要があります。\n\n## Dockerをインストールする\n\nUbuntuを基準とした、Docker公式のインストール手順です。すでにDockerがインストールされている場合は、この手順を省略します。\n\n### 1. パッケージインデックスの更新と必要なパッケージのインストール\n\n```bash\nsudo apt update\nsudo apt install ca-certificates curl\nsudo install -m 0755 -d /etc/apt/keyrings\nsudo curl -fsSL https://download.docker.com/linux/ubuntu/gpg -o /etc/apt/keyrings/docker.asc\nsudo chmod a+r /etc/apt/keyrings/docker.asc\n```\n\n### 2. DockerリポジトリをAptソースに追加\n\n```bash\nsudo tee /etc/apt/sources.list.d/docker.sources \u003C\u003CEOF\nTypes: deb\nURIs: https://download.docker.com/linux/ubuntu\nSuites: $(. /etc/os-release && echo \"${UBUNTU_CODENAME:-$VERSION_CODENAME}\")\nComponents: stable\nArchitectures: $(dpkg --print-architecture)\nSigned-By: /etc/apt/keyrings/docker.asc\nEOF\n\nsudo apt update\n```\n\n### 3. Dockerパッケージのインストール\n\n```bash\nsudo apt install docker-ce docker-ce-cli containerd.io docker-buildx-plugin docker-compose-plugin\n```\n\n## Qdrantコンテナを実行する\n\n### 1. docker-compose.ymlファイルを作成する\n\nQdrantを実行するフォルダに`docker-compose.yml`ファイルを作成し、次の内容を入力します。\n\n```yaml\nservices:\n  qdrant:\n    image: qdrant/qdrant:latest\n    container_name: qdrant\n    restart: unless-stopped\n    ports:\n      - \"6333:6333\"\n      - \"6334:6334\"\n    volumes:\n      - ./qdrant_storage:/qdrant/storage\n```\n\n### 2. コンテナを実行する\n\n同じフォルダでコンテナを実行します。\n\n```bash\nsudo docker compose up -d\n```\n\n- `image`：使用するQdrantのイメージとバージョンです。`latest`はコンテナを取得し直すたびに最新バージョンに変わるため、運用環境では[Qdrantのリリース](https://github.com/qdrant/qdrant/releases)から、組織で検証済みの特定のバージョンに固定することを推奨します。社内レジストリをミラーとして使用している場合は、このパスをそのアドレスに変更できます。\n- `container_name`、`./qdrant_storage`：コンテナ名とデータの保存パスは例であり、任意の値に変更してもかまいません。\n- `6333`：REST API（HTTP）のポートです。\n- `6334`：gRPCのポートです。バイナリプロトコル（protobuf）を使用するため、大量のアップサートやバッチ検索のように処理量の多い作業では、REST APIより高速です。SetFNは`ナレッジストレージ`でgRPC接続に対応しており、検索とベクトルの保存にはgRPCを優先して使用することを推奨します。\n\n::warning\n上記の設定では、`6333`、`6334`ポートをすべてのネットワークインターフェース（`0.0.0.0`）に開放します。SetFNサーバーとQdrantを同じマシンで運用する場合は、外部に公開されないように`127.0.0.1`だけにバインドするほうが安全です。\n\n```yaml\n    ports:\n      - \"127.0.0.1:6333:6333\"\n      - \"127.0.0.1:6334:6334\"\n```\n\nこのようにバインドすると同じマシンからしか接続できず、SetFNサーバーが別のマシンにある場合は接続できません。\n::\n\n## SetFNに接続する\n\n[ナレッジストレージ](/ja/docs/admin/knowledge/storage/)の`ベクトルDB構成`で次の項目を入力し、`保存`ボタンを押します。\n\n![ドライバーとしてQdrantを選択したときのベクトルDB構成画面](./_screenshots/admin-ai-db-qdrant_ja.png)\n\n| 項目 | 値 |\n|------|-----|\n| ドライバー | `Qdrant` |\n| コレクション | 使用するコレクション名です。インスタンスごとに区別できるように、自分で決めます。 |\n| REST エンドポイント | QdrantサーバーのREST APIのアドレス（例：`http://localhost:6333`） |\n| gRPC エンドポイント（推奨） | RESTと同じQdrantインスタンスのgRPCアドレス（例：`http://localhost:6334`）。検索とベクトルの保存にgRPCを優先して使用します。空欄にすると、RESTのアドレスが`6333`ポートの場合は`6334`を自動的に使用し、接続できない場合はRESTに切り替えます。 |\n| APIキー | Qdrantで認証を有効にしている場合にのみ入力します。空欄にすると認証なしで接続し、保存済みの値を空にして保存すると削除されます。 |\n\n保存後、`ベクトルDBの運用状況`の接続状態が`接続済み`に変わり、ベクトルストアが`Qdrant`と表示されていれば、正常に接続されています。\n\n::note\nSetFNサーバーとQdrantサーバーが別々のマシンにある場合、REST・gRPCのエンドポイントには`127.0.0.1`ではなく、SetFNサーバーから実際に接続できるアドレス（内部IPやホスト名）を入力する必要があります。\n::\n\n## 関連ドキュメント\n\n- [ナレッジストレージ](/ja/docs/admin/knowledge/storage/)\n- [収集・インデックス作成](/ja/docs/admin/knowledge/indexing/)\n",1793056606409]