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Awesome-AI-Memory

bigai-nlco•PUBLIC

TMLR | This survey presents a comprehensive and structured synthesis of memory in LLMs and MLLMs, organizing the literature into a cohesive taxonomy comprising implicit, explicit, and agentic memory paradigms.

agentsllmsmemorymultimodaltransformer

MIT License

Created on Nov 17, 2025

Updated on Apr 6, 2026

Stars

26

Forks

1

Watchers

26

Open Issues

1

Repository Health Score

🧡

65/100

Fair

Overall repository health assessment

Score Breakdown

Activity

Active development - updated this week

30/30

100%

Community

26 stars, 1 forks

0/30

0%

Documentation

Has description, license

15/20

75%

Maintenance

3.8% issue ratio

20/20

100%

Health score is calculated based on activity, community engagement, documentation quality, and maintenance practices

Languages

No language data available

Dependencies

No package.json found

This might not be a Node.js project

Top Contributors

1

JZXXX

User

5

commits

2

CallterC

User

2

commits

3

Wanying-He

User

2

commits

4

zilongzheng

User

2

commits

5

Shuyi-zsy

User

2

commits

Recent Commits

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Update README.md

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Ch3 Update 2nd.

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Ch3 Updated.

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Add new references to Explicit

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Add references in Explicit Memory

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Update README.md

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Update

Quansen Wang•2 months ago

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Update README.md

JZXXX•4 months ago

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Initial commit

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