Knowns v0.12 - Semantic Search

A feature that most people might not think they need — but for AI, it's a game changer: Semantic Search.

When a codebase grows too large and the amount of knowledge exceeds a certain threshold, AI performance starts to drop noticeably.

The same applies to Knowns. When AI searches for docs or tasks using full-text search, the results are often ineffective. The reason? AI relies purely on query matching, which makes it nearly impossible to find the right document. What happens next? AI starts creating new docs — leading to duplicated knowledge that keeps growing out of control.

To solve this, our team built Semantic Search Local. And it truly makes Knowns and AI much "smarter."

We know Semantic Search isn't a new concept. But it solves the problem of managing Tasks and Docs in a simple and effective way.