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kartik-mem0
2026-04-16 20:25:14 +05:30
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README.md
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</p> </p>
<p align="center"> <p align="center">
<a href="https://mem0.ai/research"><strong>📄 Building Production-Ready AI Agents with Scalable Long-Term Memory →</strong></a> <a href="https://mem0.ai/blog/mem0-the-token-efficient-memory-algorithm"><strong>📄 Building Production-Ready AI Agents with Scalable Long-Term Memory →</strong></a>
</p> </p>
## New Memory Algorithm (April 2026) ## New Memory Algorithm (April 2026)
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- **91.6 on LoCoMo** -- +20 points over the previous algorithm - **91.6 on LoCoMo** -- +20 points over the previous algorithm
- **93.4 on LongMemEval** -- +26 points, with +53.6 on assistant memory recall - **93.4 on LongMemEval** -- +26 points, with +53.6 on assistant memory recall
- **64.1 on BEAM (1M)** -- production-scale memory evaluation at 1M tokens - **64.1 on BEAM (1M)** -- production-scale memory evaluation at 1M tokens
- [Read the full paper](https://mem0.ai/research) - [Read the full paper](https://mem0.ai/blog/mem0-the-token-efficient-memory-algorithm)
# Introduction # Introduction