Put models to work in your shell¶
Ribbit gives you small commands for working with text, records, and source files. Choose a model for each semantic step, keep the evidence, and pass the result to another command or a coding harness.
New to Ribbit? Start with your first pipeline. It needs no model, account, or provider configuration.
| What you need | Where to go |
|---|---|
| Learn by building something small | Tutorials |
| Finish a particular task | How-to guides |
| Look up syntax, formats, or limits | Reference |
| Understand the choices behind a workflow | Explanation |
Try a workflow¶
- Prioritize customer feedback: classify locally, then synthesize with a stronger model.
- Prepare repository context for a harness: retain source text and attach relevance labels.
- Save a useful transformation: turn a command into a named definition and a flow.
Install from npm or a native GitHub archive. See installation for prerequisites and platform support.
Ribbit is an MIT-licensed alpha. Semantic results depend on the model; the current evaluations show both passing and failing cases. Linux, macOS, and Windows have native x64/ARM64 builds. Interactive Windows picking remains separately unverified.
These docs use Diátaxis: lessons, task guides, technical reference, and explanations are separate so you can find the kind of help you need.