Desktop app for Mac, Windows & Linux

MilvusMilvus GUI ClientBeta

Browse collections, search vectors, and manage indexes visually. A desktop GUI alternative to Attu for Milvus. Connect to Milvus on localhost, self-hosted, or cloud (Zilliz Cloud).

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Your Data Stays Yours

1bench runs entirely on your machine. Nothing is ever sent to us.

100% Local

Your credentials and data never leave your machine. No cloud sync, no account required.

Zero Telemetry

No usage tracking, no query logging, no analytics. What you do in 1bench stays in 1bench.

Direct Connection

1bench connects straight to your database. No proxy servers, no middleware in between.

10x Your Milvus Productivity

Stop switching between CLI and code. Manage everything visually.

Vector Search

Run similarity searches with custom vectors, distance metrics, and search parameters.

Collection Browser

Browse collections and view entities with vector embeddings and scalar fields.

Index Management

Create, view, and drop indexes. Choose index types like IVF_FLAT, HNSW, and more.

Create Collection

Define collections with vector fields, scalar fields, and primary keys visually.

Drop Collection

Remove collections safely with confirmation prompts to prevent accidents.

Partition Management

Create, list, and manage partitions to organize your vector data efficiently.

Import Data

Import entities with vectors and metadata from JSON or CSV files.

Export Data

Export collection data for backup, migration, or analysis.

Schema Editor

View and define collection schemas with vector dimensions, data types, and constraints.

Similarity Search Testing

Paste embeddings and test nearest-neighbor queries with adjustable parameters.

Dark Mode

Easy on the eyes during late-night vector search debugging sessions.

Keyboard Shortcuts

Navigate and execute commands without the mouse.

Multiple Tabs

Work across collections and connections in parallel.

Query History

Access and re-run your previous vector searches and queries instantly.

Production Safe

Read-only mode and confirmation dialogs protect your vector data.

Frequently Asked Questions

What is a Milvus GUI?
A Milvus GUI is a visual desktop client that lets you browse collections, inspect vector embeddings, run similarity searches, and manage indexes without writing raw SDK calls. 1bench is a modern Milvus GUI for Mac, Windows, and Linux.
Does Milvus have a GUI?
Milvus ships with a web-based admin UI for basic collection and index management. For a full desktop experience — with persistent connections, visual vector search, and multi-collection browsing — you install a third-party Milvus GUI like 1bench.
What is the best Milvus GUI for Mac, Windows, or Linux?
A good Milvus GUI should run natively on your OS, connect over gRPC, and let you browse collections, inspect embeddings, and run similarity search with distance metrics and index parameters. 1bench delivers all of this with a single download for Mac, Windows, and Linux.
Can a Milvus GUI connect to managed Milvus and self-hosted clusters?
Yes. Any Milvus GUI that speaks the gRPC protocol works with managed Milvus services and self-hosted clusters, including Milvus Standalone and distributed deployments. 1bench connects using your host, port, and credentials, with TLS support for secured clusters.
Can a Milvus GUI run vector search and manage indexes?
Yes. A full-featured Milvus GUI lets you run similarity search with L2, IP, and cosine metrics, tune search parameters like nprobe, and create or drop indexes on any vector field. 1bench surfaces all of this in a visual editor with live result previews.

Not Just Milvus

One tool for all your databases. No more juggling apps.

PostgreSQLPostgreSQLRedisRedisElasticsearchElasticsearchClickHouseClickHouseSQLiteSQLiteCockroachDBCockroachDBSupabaseSupabaseTimescaleDBTimescaleDBQdrantQdrantNeonNeonValkeyValkeyDragonflyDragonflyOpenSearchOpenSearchSpacetimeDBSpacetimeDBAmazon RedshiftAmazon RedshiftTypesenseTypesenseMongoDBMongoDBMySQLMySQLMariaDBMariaDBDuckDBDuckDBSQL ServerSQL ServerCassandraCassandraNeo4jNeo4jFirestoreFirestore
YugabyteDBYugabyteDB
MeilisearchMeilisearch
WeaviateWeaviate
ChromaChroma
TursoTurso
InfluxDBInfluxDB
TiDBTiDB
Coming soon

Ready to manage Milvus visually?

1bench connects to Milvus Cloud and self-hosted instances. Start your 7-day free trial today.

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1bench is not affiliated with or endorsed by Zilliz, Inc.. Milvus is a trademark of Zilliz, Inc..