{"data":{"slug":"zilliztech-attu","name":"attu","tagline":"The Best GUI for Milvus","github_url":"https://github.com/zilliztech/attu","owner":"zilliztech","repo":"attu","owner_avatar_url":"https://avatars.githubusercontent.com/u/18416694?v=4","primary_language":"Shell","stars":3166,"forks":223,"topics":["attu","milvus","vector-database"],"archived":false,"github_pushed_at":"2026-09-08T01:57:55+00:00","maintenance_label":"Active","stars_delta_30d":119,"url":"https://www.graphcanon.com/tools/zilliztech-attu","markdown_url":"https://www.graphcanon.com/tools/zilliztech-attu.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/zilliztech-attu","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=zilliztech-attu","description":"The Best GUI for Milvus","homepage_url":"https://github.com/zilliztech/attu","license":"Other","open_issues":94,"watchers":20,"ai_summary":"A graphical user interface designed specifically to simplify interactions with the Milvus vector database.","readme_excerpt":"### Docker (recommended)\n\n```bash\ndocker run -d --name attu \\\n  -p 3000:3000 \\\n  -e MILVUS_ADDRESS=host.docker.internal:19530 \\\n  -v attu-data:/data \\\n  zilliz/attu:v3.0.0\n```\n\nOpen http://localhost:3000 and connect to Zilliz Cloud or an open-source Milvus 2.6.0+ or 3.x instance.\n\nThe Docker image stores its SQLite database at `/data/attu.db` by default. The `-v attu-data:/data` volume persists your saved connections, agent conversations, and preferences across container restarts.\n\nThe image runs as the non-root `node` user (`uid=1000`, `gid=1000`), so named volumes are recommended. If you use a host bind mount such as `./attu-data:/data`, prepare the directory before starting Attu:\n\n```bash\nmkdir -p ./attu-data\nsudo chown -R 1000:1000 ./attu-data\n```\n\nOn SELinux-enabled hosts, also add the `:Z` mount option: `./attu-data:/data:Z`.\n\n---\n\n### Docker Compose (Milvus + Attu)\n\n```yaml\nservices:\n  milvus:\n    # Use a supported Milvus 2.6.x or 3.x image.\n    image: milvusdb/milvus:<supported-tag>\n    ports:\n      - \"19530:19530\"\n      - \"9091:9091\"\n    command: milvus run standalone\n    volumes:\n      - milvus-data:/var/lib/milvus\n\n  attu:\n    image: zilliz/attu:v3.0.0\n    ports:\n      - \"3000:3000\"\n    environment:\n      - MILVUS_ADDRESS=milvus:19530\n    volumes:\n      - attu-data:/data\n    depends_on:\n      - milvus\n\nvolumes:\n  milvus-data:\n  attu-data:\n```\n\n```bash\ndocker compose up -d\n```\n\nAttu v3.0 supports Zilliz Cloud and open-source Milvus 2.6.0+ and 3.x. Milvus 2.5.x and earlier are not supported.\n\n---\n\n## License\n\nAttu was open source under the Apache License 2.0 through version v2.5.12. Starting from version v2.6.0, Attu is proprietary software. See [LICENSE_PROPRIETARY.txt](./LICENSE_PROPRIETARY.txt) for details.","github_created_at":"2021-12-09T09:15:33+00:00","created_at":"2026-07-07T17:44:02.710343+00:00","updated_at":"2026-09-20T06:01:25.212511+00:00","categories":[{"slug":"vector-databases","name":"Vector Databases","url":"https://www.graphcanon.com/categories/vector-databases","markdown_url":"https://www.graphcanon.com/categories/vector-databases.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/vector-databases"}],"tags":[{"slug":"attu","name":"attu"},{"slug":"milvus","name":"milvus"}],"trust":{"provenance":{"is_fork":false,"github_id":436551874,"owner_type":"Organization","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-09-20T06:01:23.519Z","maintenance":{"label":"Active","score":82,"methodology":"github_public_v1","releases_90d":1,"days_since_push":12,"last_release_at":"2026-09-03T09:42:30Z","stars_delta_30d":119,"open_issues_delta_30d":3},"security_summary":{"status":"no_lockfile","scanner":null,"low_count":0,"high_count":0,"last_scan_at":"2026-07-11T11:24:51.599Z","medium_count":0,"scan_profile":"none","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-09-20T06:01:24.536Z"},"languages":{"value":["shell"],"source":"github.language","observed_at":"2026-09-20T06:01:24.536Z"},"license_spdx":{"value":"Other","source":"github.license","observed_at":"2026-09-20T06:01:24.536Z"}},"decision_facts":{"hosting":null,"pricing":null,"requirements":null,"constraints":null,"when_to_use":["Need a dedicated interface for Milvus vector database operations","Seeking to streamline the visualization of complex vector data"],"when_not_to_use":["Requiring multi-database support beyond Milvus","Looking for command-line tools instead of GUI solutions"],"source":"enrich:decision_facts","observed_at":"2026-07-12T11:30:07.333Z"},"constraint_facets":null,"decision_summary":[{"label":"Adopt for","value":"Simplify Milvus interactions with this specialized GUI."}]}}