- Kompyla is a self-hosted, MIT-licensed research agent: point it at a domain, and it pulls in web pages, arXiv preprints, GitHub repos, RSS feeds, and YouTube transcripts on a schedule, then compiles them into a structured, cited wiki.
- It ships two ways: a standalone CLI + Streamlit UI + Docker app, and a separate, much thinner Agent Skill that lets a coding agent (Claude Code, Cursor, Codex) drive an existing KB directly, reusing the host's own model.
pip install kompyla is live today.
- Github repository: [https://github.com/damien220/kompyla](https://github.com/damien220/kompyla)
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source & further reading
dev.to — original article
Building an AI Agent That Gets Smarter with Memory Using Hindsight
Giving ContractMind AI Long-Term Memory Using Hindsight
The Observer Effect in Chain-of-Thought Monitoring