Use Case

Sequence a 4TB Library Without Copying a Single File

Point Onset Engine at your external drives and NAS shares. The AI indexes every frame, building a searchable semantic database — without duplicating your footage.

The Archival Problem

You have 4TB of video scattered across external drives, NAS shares, and project folders. Traditional editors require importing media into their project — duplicating files, consuming disk space, and creating organizational chaos.

Finding a specific clip means scrubbing through thousands of files. And creating a compilation from that library? Hours of manual selection.

A massive 4TB media library being easily navigated using AI-powered semantic search

Pointer-Only Ingest

Onset Engine's --skip-clip-export mode creates virtual pointers in the database — no file duplication, zero extra disk space. The AI still computes full CLIP embeddings for semantic search.

  • Zero Duplication: Database stores pointers to original files on any mounted drive
  • Semantic Search: Find "sunset over ocean" or "crowd cheering" across your entire collection instantly
  • Few-Shot Tagging: Tag 5 clips with a subject, the AI finds hundreds more automatically
  • Star Ratings: Use Crate Digger to rate clips during renders, building a curated favorites collection
  • Multi-Drive: Index footage across external drives, NAS, and local paths simultaneously
A technical architecture diagram explaining how Onset Engine uses a pointer-based system to manage media libraries efficiently

The Workflow

1

Point to Folders

Select your video directories. Onset Engine scans every folder recursively, finding all supported video formats.

2

AI Indexing

OpenCLIP analyzes key frames. Embeddings are stored in the local SQLite database. Files stay where they are.

3

Search & Select

Use text prompts to find clips semantically. Or let Autopilot select the best clips for a given music track and driver.

4

Sequence & Export

Render a compilation, export an OTIO timeline, or mix it live in DJ Mode — all from your pointer-indexed library.

Ready to Try It?

Download the free demo and see the results on your own footage. One-time purchase, no subscriptions.

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