PlugMem

by TIMAN-group · Agent Tool · ★ 160

About PlugMem

PlugMem PlugMem is a plug-and-play long-term memory system for LLM agents. Instead of storing and retrieving raw interaction histories, PlugMem organizes experience into compact, reusable knowledge units, allowing agents to recall what matters to agent decision-making with minimal context overhead. The module is task-agnostic by design and can be integrated into existing agent pipelines with minimal effort, serving as a general memory backbone for diverse environments such as dialogue agents, knowledge-intensive QA, and web automation.

agent-memoryllm-agentrag

Quick Facts

Stars160
Forks15
LanguagePython
CategoryAgent Tool
LicenseApache-2.0
Quality Score70.0029451055769/100
Open Issues2
Last Updated2026-07-07
Created2026-02-09
Platformspython
Est. Tokens~15k

Compatible Skills

These tools work well together with PlugMem for enhanced workflows:

  • LycheeMem — semantic(0.47)+complementary+same_lang+similar_pop+shared_platform (61%)
  • nocturne_memory — semantic(0.31)+complementary+same_lang+similar_pop+shared_platform (61%)
  • ContextKeep — semantic(0.28)+complementary+same_lang+similar_pop+shared_platform (60%)
  • XMem — semantic(0.38)+complementary+same_lang+similar_pop+shared_platform (58%)
  • rekal — semantic(0.23)+complementary+same_lang+similar_pop+shared_platform (58%)

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Frequently Asked Questions

What is PlugMem?

PlugMem is ICML 2026 · Plug-and-play long-term memory for LLM agents. It is categorized as a Agent Tool with 160 GitHub stars.

What programming language is PlugMem written in?

PlugMem is primarily written in Python. It covers topics such as agent-memory, llm-agent, rag.

How do I install or use PlugMem?

You can find installation instructions and usage details in the PlugMem GitHub repository at github.com/TIMAN-group/PlugMem. The project has 160 stars and 15 forks, indicating an active community.

What license does PlugMem use?

PlugMem is released under the Apache-2.0 license, making it free to use and modify according to the license terms.

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