EverMemOS — Long-Term Memory OS for Intelligent Agents
EverMind’s flagship long-term memory operating system designed to give AI agents lasting, coherent, and evolving “souls.” EverMemOS functions as the data infrastructure for next-generation agents, delivering state-of-the-art performance on LoCoMo and LongMemEval-S benchmarks.
Key Features:
Four-Layer Brain-Inspired Architecture — Agentic Layer (task understanding and planning), Memory Layer (structured storage and retrieval), Index Layer (associative and efficient retrieval), and API/MCP Interface Layer (enterprise integration).
Memory Processing Over Database Storage — Goes beyond traditional memory databases by actively applying and fusing memories to influence model thinking and ensure personalized, coherent AI interactions.
Hierarchical Memory Extraction — Converts unstructured text into contextual MemUnits organized into structured memory graphs, enabling more robust semantic understanding than traditional similarity-based retrieval.
Extensible Modular Framework — Intelligently adapts to diverse use cases—from high-precision professional tasks to empathetic companion AI applications.
SOTA Performance — Achieves best-in-class results on major long-term memory benchmarks (LoCoMo and LongMemEval-S).
Enterprise Integration — Seamless API and MCP (Model Context Protocol) interface for easy adoption into existing applications.