2.5 KiB
AI Features
Overview
Majoor Assets Manager includes optional AI-assisted discovery and enrichment workflows.
Examples include:
- semantic search from natural language queries
- image similarity search
- automatic tag suggestion
- caption enrichment
- prompt alignment and quality scoring
These features depend on optional models and packages and are not required for the base extension.
VRAM Controls
For ComfyUI systems where generation VRAM is more important than Majoor AI discovery:
- turn off Enable AI semantic search
- keep Index vectors during scans off
- keep Generate AI captions during indexing off
- set Vector indexing concurrency to
1 - enable Unload AI models after use
- use Memory purge in Index Status when you want to immediately release Majoor SigLIP/X-CLIP/Florence caches and ask ComfyUI to unload loaded models
Automatic unload-after-use targets Majoor AI models and torch CUDA cache. The manual Memory purge action also asks ComfyUI to unload loaded models when the queue is idle.
Privacy Model For AI Features
The current documentation clarifies an important point: AI inference is intended to run locally on the user's machine.
In practice, that means:
- prompts and images are not sent to a hosted cloud inference service for semantic search, similarity, captions, or prompt alignment
- internet access is mainly needed for the initial model download from HuggingFace
- once models are cached locally, AI features can work offline
This is the main reason the project now has a dedicated privacy and offline guide.
When To Use AI Features
AI features are most useful when:
- the library is too large for manual browsing alone
- filenames are inconsistent or unhelpful
- you want thematic grouping across many unrelated folders
- you want better retrieval from prompt or visual intent
Token Clarification
Two token concepts appear in the docs and should not be confused:
- HuggingFace token: optional, used for model download reliability and rate limits
- Majoor API token: used to secure remote write access to the local backend
Neither token is described as a hosted inference key for uploading user prompts or assets.