TeleAI-UAGI/Awesome-Agent-Memory
Curated systems, benchmarks, and papers etc. on memory for LLMs/MLLMs --- long-term context, retrieval, and reasoning.
Organizes open-source memory systems, benchmarks, and research papers into taxonomies spanning nonparametric approaches (text, graph, multimodal), parametric memory integration, and agent evolution through reinforcement learning and context engineering. Prioritizes reproducible implementations by highlighting projects with publicly available code, alongside cognitive science foundations and industry products like Mem0, Letta, and Zep. Serves as a structured reference for developers implementing persistent memory, retrieval-augmented reasoning, and continual learning in LLM/MLLM agents.
271 stars.
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271
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9
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License
Apache-2.0
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Last pushed
Mar 12, 2026
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0
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