EverMind AI Sets the New Standard of RAG with EverMemReRank
Part of the EverMemModel modules, the ReRankModel achieves SOTA performance on 2wiki and Hotpotqa.
Oct 24, 2025
Memory: Infinite Context for evolving Intelligence.
Build the Memory. Evolve the Mind.
Today's AI is a genius without a past. We give it a memory. At EverMind, we empower every agent and application with a near-infinite context, enabling a continuous self that grows with every interaction. This is the foundation for an AI that truly understands you, acts with long-term consistency, and evolves with greater proactivity.
With us, experience the dawn of AI with a lasting identity.
EverMemOS
The Memory OS for AI
EverMemOS is the core memory operating system designed to give AI a lasting identity. It moves beyond simple data retrieval, acting as a "memory application processor" that enables AI to reason with context, grow with experience, and evolve from a stateless tool into a true, personalized partner . With a state-of-the-art score of 92.3 on LoCoMo, EverMemOS is the open-source foundation for the next era of intelligent agents.
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EverMemBench
The Industry Standard for Evaluating Memory Systems
EverMemBench is the first end-to-end benchmark evaluating the closed loop of "memory retrieval - memory awareness", with three main tasks—long-term conversations, causal attribution, and passive memory.
EverMemModel
The Core Engine for Parametric Long-Context Understanding
EverMemModel is the Core Engine for Parametric Long-Context Understanding. Its ultimate goal is to achieve near-infinite context length. Unlike traditional RAG systems, it stores memory data using the language model's KV cache and supports end-to-end training.
EverMind Blog
Beyond RAG：EverMemModel Achieves SOTA by Ingesting Entire Databases at Once
The EverMemModel has achieved SOTA performance both on retrieval task and QA task.
Oct 18, 2025
EverMemOS Hits SOTA Performance on LoCoMo
EverMemOS is an intelligent memory operating system designed to give AI the ability not just to remember, but to understand, reason, and evolve. On the LoCoMo benchmark, our approach built upon EverMemOS achieved a 92.3% reasoning accuracy (evaluated by LLM-Judge), outperforming comparable methods in our internal evaluation.
Sep 30, 2025
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