EverMemOS

AI with Infinite Memory and Evolving Intelligence

AI AI Agents Open Source AI Tech developer contextual you have RAG AI memory long-term memory intelligent agents AI Consistency AI identity AI evolution AI benchmarking Memory Infrastructure Parametric Long-Context Memory Operating System

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EverMemOS Product Information

What is EverMemOS?

EverMind gives AI agents the power of continuous, near-infinite memory and a persistent identity. It features EverMemOS, an open-source memory operating system that serves as a "memory application processor," enabling AI to reason with context, learn from experience, and develop into a personalized partner. The platform also includes EverMemBench, an industry-standard benchmark for testing AI memory systems, and EverMemModel, a core engine for deep, long-context understanding that targets near-infinite context by storing memory directly in the model's KV cache. EverMind's goal is to turn today's stateless AI tools into intelligent agents that truly understand, act with long-term consistency, and proactively grow.

How to use EverMemOS?

Users can "Get started for free" with EverMemOS or "Join Waitlist" for access. Developers can integrate the open-source components—EverMemOS, EverMemBench, and EverMemModel—via their GitHub repositories. The platform is built to be added into AI agents and applications, giving them sophisticated memory features.

EverMemOS's Core Features

Continuous, near-infinite memory for AI agents

Long-term identity and consistency for AI

EverMemOS: Open-source memory operating system acting as a "memory application processor"

EverMemBench: Industry-standard benchmark for evaluating AI memory systems (long-term conversations, causal attribution, passive memory)

EverMemModel: Core engine for parametric long-context understanding, supporting near-infinite context length and end-to-end training

Hierarchical Memory Extraction and Dynamic Organization into structured memory graphs

Extensible Modular Memory Framework adaptable to diverse application requirements

Achieves SOTA performance on benchmarks like LoCoMo and LongMemEval-S

EverMemOS's Use Cases

Building AI agents that truly understand users and act with long-term consistency

Developing AI that evolves with greater proactivity and becomes a personalized partner

Creating AI for long-term conversations, causal attribution, and passive memory tasks

Integrating advanced memory capabilities into enterprise applications

Developing high-precision, structured information processing AI

Designing empathetic and emotionally intelligent companion AI

FAQ from EverMemOS

What is EverMind?

EverMind equips AI with continuous, near-infinite memory and a lasting identity, creating the foundation for AI that genuinely understands, acts with consistency, and evolves over time.

What is EverMemBench used for?

EverMemBench is the industry-standard benchmark used to evaluate AI memory systems. It focuses on three primary tasks: long-term conversations, causal attribution, and passive memory.

What is EverMemModel?

EverMemModel is the core engine for parametric long-context understanding. It aims for near-infinite context length by storing memory data in the language model's KV cache and supports full end-to-end training, differing from traditional RAG systems.

Has EverMemOS achieved any notable performance?

Yes, EverMemOS has achieved a state-of-the-art score of 92.3% reasoning accuracy on the LoCoMo benchmark and holds top performances on LongMemEval-S.

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