1bench — Modern Qdrant GUI Client

Qdrant GUI Client

Name: 1bench Qdrant GUI Client
Author: 1bench

Search vectors visually, browse collections, edit payloads, and visualize embeddings. A full-featured desktop GUI for Qdrant. Connect to Qdrant on localhost, self-hosted, or cloud (Qdrant Cloud).

7-day free trial · No sign-up required

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.

Built for Qdrant

Visual Vector Search Builder

Search collections without writing JSON. Filter by payload, Find Similar by point ID, or paste a raw vector. Combine filters, score thresholds, and DSL preview.

2D Vector Visualization

Embeddings as a 2D scatter plot. Color points by any payload field to reveal clusters. Click to inspect, Find Similar to explore. Pan, zoom, filter freely.

Browse and Edit Points

Paginate collections with full payload + vector visibility. Edit fields inline, delete or upsert points. Right-click for Find Similar or full-vector inspection.

Cluster Overview

Qdrant cluster snapshot on connect — version, cluster ID, node count, collection summaries with status, vector count, storage. /telemetry + /cluster unified.

Create Collections Visually

Pick dimensions, distance metric (Cosine / Euclid / Dot / Manhattan), on-disk storage, shards, and replication from a form. No raw PUT requests needed.

Multi-Vector Collections

Named dense and sparse vectors per point, rendered side by side in browse and search. Qdrant's multi-vector model surfaced cleanly in the UI.

10x Your Qdrant Productivity

Stop switching between CLI and code. Manage everything visually.

Visual Query Builder

Build vector searches visually with filter, Find Similar, and vector search modes. No JSON required.

2D Vector Visualization

Project embeddings onto a scatter plot. Color by payload field, click to inspect, find similar from the plot.

Find Similar

Right-click any point to instantly find its nearest neighbors. One-click similarity search from anywhere.

Browse Points

Scroll through collections with full payload and vector visibility. Paginate large datasets smoothly.

Payload Filtering

Build complex filters on metadata fields with dropdowns. Supports match, range, boolean, and array conditions.

Inline Payload Editing

Click any payload field to edit it directly in the table. Save changes back to Qdrant instantly.

Upsert Points

Insert new points with vectors and payloads through a clean form. No need to craft JSON by hand.

Collection Management

Delete collections and points safely with confirmation dialogs. Truncate to clear all points while keeping config.

Export & Import

Export collections as JSON files with full vectors and payloads. Import points from JSON files in bulk.

Snapshots

Create, download, and restore collection snapshots for backup and migration.

Named Vectors

Full support for collections with multiple named vector configurations. Browse and search each vector field.

Qdrant Cloud & Self-Hosted

Connect to Qdrant Cloud with API key auth over HTTPS, or to self-hosted instances via HTTP. SSH tunnels supported.

SSH Tunnel Support

Reach remote Qdrant servers securely through SSH tunnels. Load profiles from ~/.ssh/config with one click.

Read-Only Mode

Enable read-only mode to safely explore production collections. Prevents accidental writes or deletes.

Query History

Every query you run is automatically saved per connection. Search, re-run, or bookmark past queries.

Frequently Asked Questions

What is a Qdrant GUI?

A Qdrant GUI is a visual desktop client that lets you browse collections, inspect points, search vectors, and filter payloads without writing raw REST calls. 1bench is a modern Qdrant GUI for Mac, Windows, and Linux.

Does Qdrant have a GUI?

Qdrant ships with a built-in web dashboard for basic collection and point browsing. For a full desktop experience — visual query building, 2D vector visualization, inline payload editing, and export/import — you install a third-party Qdrant GUI like 1bench.

What is the best Qdrant GUI for Mac, Windows, or Linux?

A good Qdrant GUI should run natively on your OS, support API key authentication and TLS, and let you browse collections, inspect points, and run vector search with payload filters. 1bench delivers all of this with a single download for Mac, Windows, and Linux.

Can a Qdrant GUI connect to Qdrant Cloud and self-hosted clusters?

Yes. Any Qdrant GUI that speaks the REST or gRPC API works with Qdrant Cloud and self-hosted clusters. 1bench connects using your cluster URL, API key, and TLS, and supports SSH tunnels for clusters inside private networks.

Can a Qdrant GUI run vector search without writing code?

Yes. A full-featured Qdrant GUI offers a visual query builder with Find Similar, raw vector search, and payload filters, plus score thresholds and live result previews. 1bench includes all three search modes plus 2D embedding visualization out of the box.