EverMind-AI/EverOS — Build, evaluate, and integrate long-term memory for self-evolving agents.

Description and use

EverOS is an open‑source framework for creating self‑evolving AI agents equipped with long‑term memory capabilities. It provides tools to build, evaluate, and seamlessly integrate persistent memory modules, enabling agents to recall and adapt from past experiences across sessions. Designed for orchestration, AI/ML pipelines, and frontend interfaces, EverOS streamlines the development of intelligent systems that continuously improve over time.

Problem

EverMind-AI/EverOS helps turn isolated prompts and tools into repeatable agent workflows.

Outcome

Medium: useful for prototypes or internal workflows, with dependency and maintenance checks before production.

Workflow

• coordinate multi-agent workflows
• add tool-use pipelines
• standardize agent memory

Evidence

Build, evaluate, and integrate long-term memory for self-evolving agents.

Source