lightmem
CommunityAdd long-term memory to LLMs with LightMem.
Software Engineering#LLM#retrieval#memory#agent-memory#vector-database#fact-extraction#topic-segmentation
Authoryuyijiong
Version1.0.0
Installs0
System Documentation
What problem does it solve?
LightMem adds persistent memory to LLM-based agents by extracting facts from conversations, storing them in a vector DB, and retrieving relevant memories to inform future interactions.
Core Features & Use Cases
- Fact extraction from conversations and persistent memory across sessions.
- Vector storage and semantic retrieval for contextual grounding.
- Topic segmentation and memory management to keep long-running agents coherent.
- Use case: build memory-enabled personal assistants and chatbots that remember user preferences over time.
Quick Start
Install LightMem and initialize LightMemory with a configuration to start capturing and querying memories.
Dependency Matrix
Required Modules
None requiredComponents
references
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: lightmem Download link: https://github.com/yuyijiong/paper-to-skill/archive/main.zip#lightmem Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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