Search and metadata intelligence
that stays on your machine.

Glyph is an offline-first family of engines and Obsidian plugins — full-text vault search, note summaries, tag suggestions, and a universal metadata core for future integrations.

Get glyph-sO Get glyph-miO
offline-first Obsidian plugins open source GPL-3.0

The Glyph family

Four repositories, one intelligence layer. Engines for developers, plugins for Obsidian users.

Core engine

glyph-s

Universal search engine with profile-based ranking, extended query grammar, and createSearchEngine() API. Powers all Glyph search.

Obsidian

glyph-sO

Full-text vault search with keyboard navigation, snippet previews, layout fixes, and search profiles: legacy, balanced, max-quality.

Core MI

glyph-mi

Universal metadata intelligence with module routing — Senza adapter active, Cultiva foundation scaffold. JS and Python APIs.

Obsidian

glyph-miO

Summarize notes and suggest tags on the active note. Weighted metadata scoring, summary lifecycle modes, optional Ollama.

What’s new in 2.7

A coordinated release across the entire Glyph stack — modular architecture, smarter ranking, richer queries.

Search profiles

legacy, balanced, and max-quality tune fuzzy matching and candidate limits without rebuilding indexes.

Query grammar

Phrases, exclusions, OR groups, and filters: path:, tag:, type:, "deep work" -draft.

Service architecture

Obsidian plugins split into services/ modules. Engine bundles use cached token variants and snippets.

Universal MI core

analyzeUniversal() routes to product modules via contracts. Senza fully supported; Cultiva foundation ready.

For Obsidian users

Philosophy

Floke Studio builds tools that respect your data.

Offline-first

Ranking, tagging, and summarization run locally. Optional Ollama enhancement never blocks the offline path.

Open source

All Glyph repositories are on GitHub under GPL-3.0. Read the code, fork it, ship your own integrations.

Your machine

No cloud training on your vault. No accounts required to use what you downloaded.