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Fast CLI

Keyword search without a model startup

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.

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
  • Structured query documents for complex retrieval

Try it yourself

Representative commands and entry points. Full reference lives in the documentation.

gno search 'query' --json
gno query 'topic' --limit 20
gno query 'topic' --explain

Keep reading

Related features and docs.