z-winnow turns noisy group chats into structured, searchable knowledge
Group chats are often chaotic and hard to reuse. z‑winnow ingests chat messages, enriches media, and compresses them with a LangGraph pipeline into a versioned L3 knowledge layer. It exposes the results via a FastMCP API, letting agents and users query or update the knowledge base. Ideal for teams that need persistent, searchable group intelligence without manual summarization.
View on GitHub →zenthos-z/z-winnow