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rohitg00/agentmemory

A Python library for persistent memory in AI coding agents, but its core functionality overlaps with existing RAG frameworks and its long-term maintainability is questionable.

5.6Overall
Utility6
Onboarding6
Craft6
Niche fit5
Longevity5

Five dimensions scored independently; overall is a weighted average. Scores are only comparable within this same rubric.

Good for

Developers who need to quickly implement RAG-based persistent memory for AI agents; teams looking for a simple API to manage agent history and retrieve relevant information.

Not for

Teams seeking highly customizable, production-grade RAG solutions; simple projects unwilling to introduce an external vector database dependency; projects requiring long-term stable support and a large community.

Project description

#1 Persistent memory for AI coding agents based on real-world benchmarks

Alternatives

LangChainLlamaIndexHaystackRagas
Visit site576 · Stars at evalEvaluated 2026-05-15

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