Attu — The AI Workbench for Milvus

GitHub release GitHub stars

Attu is a modern, AI-native management tool for Milvus vector databases. Connect to multiple Milvus clusters from a single instance — manage schemas, explore data, run vector searches, monitor health, and automate tasks with a built-in AI agent.

Available as a web app (Docker / Kubernetes) or desktop app (macOS, Linux, Windows).

Attu Home

What's New in v3

Attu v3 is a ground-up rewrite with a modern full-stack architecture (React 19, TanStack Start, Vite).

Multi-Cluster Management — Connect to and switch between multiple Milvus instances from a single Attu deployment. Each connection maintains its own context, agent sessions, and preferences.
AI Agent — Chat-driven Milvus management with 50+ tools. Supports OpenAI, Anthropic, DeepSeek, Google Gemini, and custom endpoints.
REST API Playground — Interactive API editor with collection-scoped context.
Backup & Restore — Full and incremental backups with S3, MinIO, GCS, and Azure Blob support.
Prometheus Metrics Dashboard — 16+ real-time metrics with sparkline visualizations.
Cluster Topology — Interactive node visualization powered by ReactFlow.
Slow Request Analysis — Identify and diagnose slow queries across nodes.
Desktop App with Auto-Update — Native Electron app with automatic update delivery.
Dark Mode — Full light/dark theme support.

Quick Start

Docker (recommended)

docker run -d --name attu \
  -p 3000:3000 \
  -e MILVUS_ADDRESS=host.docker.internal:19530 \
  -v attu-data:/data \
  zilliz/attu:v3.0.0-beta.1

Open http://localhost:3000.

Docker Compose (Milvus + Attu)

services:
  milvus:
    image: milvusdb/milvus:latest
    ports:
      - "19530:19530"
      - "9091:9091"
    command: milvus run standalone
    volumes:
      - milvus-data:/var/lib/milvus

  attu:
    image: zilliz/attu:v3.0.0-beta.1
    ports:
      - "3000:3000"
    environment:
      - MILVUS_ADDRESS=milvus:19530
    volumes:
      - attu-data:/data
    depends_on:
      - milvus

volumes:
  milvus-data:
  attu-data:

docker compose up -d

Desktop App

Download the latest release for your platform:

Platform	Download
macOS (Apple Silicon)	.dmg
Linux	.AppImage / .deb
Windows	.exe

macOS note: If you see "attu.app is damaged and cannot be opened", run:
sudo xattr -rd com.apple.quarantine /Applications/Attu.app

Features

Multi-Cluster Management

Connect to multiple Milvus instances from a single Attu deployment. Add, edit, and switch between connections in the sidebar. Each cluster has its own dedicated workspace with independent monitoring, agent sessions, and preferences — ideal for managing dev, staging, and production environments side by side.

Data Explorer

Browse databases and collections, view and edit data inline, import/export in CSV, JSON, and Parquet formats.

Explorer

Vector Search

Interactive vector similarity search with configurable embedding providers (OpenAI, Cohere, Jina, VoyageAI, and more).

AI Agent

Chat-driven Milvus management with 50+ tools. Create collections, run queries, manage users, analyze performance — all through natural language.

Supports: OpenAI, Anthropic Claude, DeepSeek, Google Gemini, OpenRouter, and custom API endpoints.

Agent

Cluster Overview & Monitoring

Real-time cluster health, Prometheus metrics dashboard with 16+ metrics, and interactive topology visualization.

Overview

Metrics

Topology

Backup & Restore

Full and incremental backups with support for S3, MinIO, GCS, and Azure Blob Storage. Download backups as ZIP or restore from uploaded archives.

Backups

REST API Playground

Interactive API testing environment scoped to your connection, database, and collection.

Playground

And More

RBAC Management — Create and manage users, roles, and privilege groups.
Resource Groups — Configure resource allocation across nodes.
Slow Request Analysis — Identify bottlenecks with cluster-wide slow query inspection.
Configuration & Environment Viewer — Inspect runtime configs and environment variables.
Task Queue — Monitor background operations (imports, backups, compactions).
Internationalization — English and Chinese language support.

Deployment

Environment Variables

Variable	Example	Description
`MILVUS_ADDRESS`	`milvus:19530`	Milvus gRPC endpoint
`MILVUS_NAME`	`My Cluster`	Display name in the connection list
`MILVUS_DATABASE`	`default`	Default database
`MILVUS_USERNAME`	`root`	Auth username
`MILVUS_PASSWORD`	`milvus`	Auth password
`MILVUS_TOKEN`	`token`	Auth token (alternative to username/password)
`MILVUS_SSL`	`true`	Enable TLS connection
`PORT`	`3000`	Server listen port (default: 3000)
`ATTU_DB_PATH`	`/data/attu.db`	SQLite database path for connections and preferences

When MILVUS_ADDRESS is set, Attu will automatically create a connection on first launch.

Note: MILVUS_ADDRESS must be reachable from the Attu container. 127.0.0.1 or localhost will not work — use the container/service name or host.docker.internal.

TLS / SSL

Mount your certificate files and set the corresponding environment variables:

docker run -d --name attu \
  -p 3000:3000 \
  -v /path/to/certs:/certs \
  -e MILVUS_ADDRESS=milvus:19530 \
  -e MILVUS_SSL=true \
  zilliz/attu:v3.0.0-beta.1

Kubernetes

kubectl apply -f https://raw.githubusercontent.com/zilliztech/attu/main/deploy/attu-k8s-deploy.yaml

Edit the YAML to set MILVUS_ADDRESS to your Milvus service name (e.g., my-release-milvus:19530).

Nginx Reverse Proxy

See the nginx deployment guide.

Compatibility

Milvus Version	Attu Version
2.5.x – 2.6.x	v3.0.0-beta.1
2.6.x	v2.6.5
2.5.x	v2.5.10
2.4.x	v2.4.12
2.3.x	v2.3.5

FAQ

I can't connect to Milvus from Docker

Make sure MILVUS_ADDRESS is reachable from inside the container. Use the Docker service name, not localhost. See #161.

macOS says the app is damaged

Run sudo xattr -rd com.apple.quarantine /Applications/Attu.app in Terminal.

How do I update?

Docker: pull the latest image and restart. Desktop: the app checks for updates automatically on launch.

Resources

Community

Join the Milvus Discord to ask questions, share feedback, and connect with other users.

License

Attu 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 for details.