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Tag: knowledge-graph

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MemoryBear: Why AI Memory Just Got a Biological Brain Upgrade
Developer Tools

MemoryBear: Why AI Memory Just Got a Biological Brain Upgrade

MemoryBear is a next-generation AI memory system mimicking human cognition through perception, extraction, association, and forgetting. Built on Neo4j graph storage with hybrid search and biological memory decay, it outperforms Mem0, Zep, and LangMem with 75% benchmark accuracy.

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RAG-Anything: Why Developers Are Ditching Text-Only RAG
Developer Tools

RAG-Anything: Why Developers Are Ditching Text-Only RAG

RAG-Anything is the all-in-one multimodal RAG framework with VLM integration that processes text, images, tables, and equations in a single pipeline. Built on LightRAG by HKUDS, it eliminates fragile tool chains with native cross-modal knowledge graphs and automatic visual reasoning.

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KAG: The Reasoning Framework Every AI Developer Needs
Developer Tools

KAG: The Reasoning Framework Every AI Developer Needs

KAG is a revolutionary logical reasoning framework that outperforms traditional RAG by 20-30 points on domain knowledge bases. Learn installation, real code examples, and advanced strategies for building factually accurate AI systems with schema-constrained knowledge graphs and logical form-guided reasoning.

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