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[EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"
37K starsJun 18, 2026 pushrag-knowledgePythonKnowledge Graph
$ npx skills add HKUDS/LightRAGAlternatives
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The Open Source Memory Layer For Autonomous Agents
[EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"
$ npx skills add HKUDS/LightRAGhigh-performance graph database for real-time use cases
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$ npx skills add AgriciDaniel/claude-obsidian📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG
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$ npx skills add microsoft/generative-ai-for-beginnersHow to choose
Use an alternative when it has a clearer install path, higher trust score, fresher maintenance, or better platform fit for your current agent stack. Keep Memary if it already passes your workflow test and repository review.
Next step
Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.