Fast CLI — GNO

Run keyword search on Bun without loading a model. Semantic and hybrid search add model work, with latency depending on hardware, corpus, and warm reuse. JSON, CSV, Markdown, XML, and URI output fit scripts and pipelines.

Install GNO Read the docs

Use cases: Shell pipelines and scripts; Automation that should not depend on a browser; Quick checks before reaching for the Web UI

What it gives you

Keyword search starts without loading a local model
Semantic and hybrid requests load models on demand; cold loads take longer
JSON, CSV, Markdown, XML, URI output formats
Scriptable and pipeable; large piped output such as --json into jq arrives complete
Structured query documents for complex retrieval