KestrelAI

Kestrel is a local-first research assistant that self-schedules and executes support tasks over long horizons so you can stay focused on key, complex & novel tasks. It handles the mechanical work—searching, filtering, extracting, and organizing evidence in the background, preparing it for review and analysis. Designed for small local models. Kestrel is built to run with small LLMs (~1–7B) via Ollama, so it’s laptop/desktop-friendly (macOS, Windows, Linux; CPU-only works, GPU optional). No server cluster required.