⚡ Indexed 17,690+ Media Files • DirectML GPU Vector Search

Search & Edit Media at Lightning Speed

Galleree uses GPU-accelerated local AI to index video archives by visual content, extract rich EXIF payload metadata, and drag search results directly into DaVinci Resolve or Premiere Pro.

Try Interactive Demo ↓ System Architecture

Core Features

Designed for high-volume video archives, motion designers, and media teams.

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DirectML Local AI Search

Sub-50ms vector query matching across 17,690+ clips using prompts like "cat", "coding", or "balcony view" on local GPUs with zero cloud latency.

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NLE Timeline Drag

Drag search results straight into DaVinci Resolve or Premiere Pro timelines via native Electron bridge or protocol links.

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Hover Video Scrubbing

Preview 4K MOV/MP4 clips instantly on mouse hover without opening media players or waiting for render proxies.

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EXIF & Timestamp Editor

Extract camera payload data (Sony FX3, Blackmagic 6K, Fujifilm X-T5, DJI Drones, iPhone) and edit shot creation dates inline.

Seamless NLE Timeline Integration

No more manual file import dialogues. Galleree resolves server paths to local storage mounts so you can drag search results right onto your editing timeline.

Compatible with DaVinci Resolve, Premiere Pro & Final Cut Pro
Electron desktop shell for native OS file drag events
Registered browser protocol (galleree-helper://) for web setups
100% self-hosted & private local database (17,690+ clips mapped)

Drag clip from Galleree into DaVinci Resolve timeline

Interactive Demo

Search sample clips and view inspector metadata live.

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Technology & Architecture

Modular architecture built for high-performance local AI media indexing.

Python FastAPI Backend

Async REST API server, DirectML PyTorch GPU vector worker, SQLite indexing, and FFmpeg thumbnail pipeline.

React 18 & Vite Web UI

Single-page app with CSS design tokens, virtualized grid renderer, and automatic light/dark system theme adaptation.

Desktop Electron Shell

Cross-platform desktop app wrapper with native OS file drag-and-drop capabilities into DaVinci Resolve.

Cross-Platform Helpers

Registered OS protocols (galleree-helper://) and PowerShell launch scripts.