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AI Features
MajoorWaldi edited this page Apr 7, 2026
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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.
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.
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
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.