SimpleMem Files

SimpleMem: Efficient Lifelong Memory for LLM Agents

This is an exact mirror of the SimpleMem project, hosted at https://github.com/aiming-lab/SimpleMem. SourceForge is not affiliated with SimpleMem.

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Name	Modified	Size	InfoDownloads / Week
Parent folder
README.md	2026-02-26	649 Bytes	0
v0.1.0 -- Initial Release (Text Only) source code.tar.gz	2026-02-26	47.2 MB	0
v0.1.0 -- Initial Release (Text Only) source code.zip	2026-02-26	47.3 MB	0
Totals: 3 Items		94.6 MB	0

SimpleMem v0.1.0 — Initial Release (Text Only)

An efficient memory framework based on semantic lossless compression for LLM agents.

Features

Semantic Structured Compression — converts dialogues into compact, atomic memory units
Online Semantic Synthesis — consolidates related memory fragments to eliminate redundancy
Intent-Aware Retrieval Planning — dynamic search intent inference with parallel multi-view retrieval
43.24% F1 on LoCoMo benchmarks (26% improvement over Mem0)
~550 tokens per query — 30× fewer than full-context approaches
MCP protocol support — compatible with Claude, Cursor, LM Studio, and more

Source: README.md, updated 2026-02-26

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