EverOS: Markdown-First AI Memory with Hybrid Retrieval

EverOS has just hit the open‑source scene, promising a new way to store and retrieve AI agent memory. The project is built on a simple premise: store everything in plain Markdown and index it with a lightweight SQLite database and LanceDB for vector embeddings. The result is a local‑first runtime that can be run on a laptop or a server without cloud dependencies.

Hybrid Retrieval That Outperforms

EverOS combines two proven search techniques. First