Ross ROSS = Recommend OSS · open-source software intelligence for agents

zilliztech/attu

Some data may be outdated — see provenance labels.

The Best GUI for Milvus observed · 2026-10-04

github.com/zilliztech/attu · homepage · Shell · NOASSERTION (other) observed · 2026-10-04

Health v2 · maintenance only

97/100

  • Activity 96
  • Release rhythm 96
  • Longevity 100

Flags: no_license

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-10-21. Adoption (stars, forks) is never an input.

  • gap_med: 18.0
  • age_days: 1776
  • days_rel: 26
  • days_push: 26
  • n_releases_24m: 29

Full methodology

Adoption not part of the score

3186 stars · 223 forks observed · 2026-10-04

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

Attu is an AI-native management GUI for the Milvus vector database, available as a web app (Docker/Kubernetes) or desktop app. It lets users browse collections, run vector searches, manage backups, monitor cluster health, and interact with an LLM-powered agent that can execute Milvus operations via natural language.

Use cases

  • manage milvus vector database collections through a gui
  • run vector similarity searches against milvus
  • backup and restore milvus collections to s3 or local zip
  • chat with an ai agent to query and manage milvus schemas
  • monitor milvus cluster health and slow requests
  • import and export collection data as csv json or parquet
  • manage milvus users roles and rbac across clusters

When to choose

  • you administer Milvus or Zilliz Cloud and want a visual management tool
  • you need backup/restore, RBAC, and metrics for Milvus in one place
  • you want natural-language AI assistance for Milvus operations
  • you prefer a Docker-deployable web UI or cross-platform desktop app

When to avoid

  • you use a vector database other than Milvus
  • you need fully automated, scriptable administration rather than a GUI
  • you require an OSI-approved open-source license (the license is non-standard)
  • you run Milvus 2.6.x, which Attu v3 does not support

Facets

application · maturity active

gui vector-database database backup monitoring chatbot data-visualization databases developer-tools large-language-models self-hosted self-hosted windows cross-platform milvus vector-database-admin database-gui ai-agent zilliz-cloud admin-ui web-server docker kubernetes desktop macos linux

2 sources

Member repositories

RepositoryRoleHealth v2
zilliztech/attumain97

For agents

markdown · JSON · MCP: product_card(name="zilliztech/attu")

Data as of 2026-10-19T08:05:51.212177+00:00 · Report a problem