Knowledge Graph

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  1. TerminusDB: Open-Source Knowledge Graph Database

    Most databases treat data as a snapshot. TerminusDB treats data like a Git repository--every change is versioned, every update is tracked, and you...

    Open Source

  2. LLM Graph Builder: Neo4j's RAG-to-Graph Pipeline

    The limitations of traditional Retrieval-Augmented Generation (RAG) have become increasingly clear as organizations deploy AI systems in production...

    AI

  3. LightRAG: Simple and Fast Graph-Based Retrieval-Augmented Generation Framework

    LightRAG is a research project from the University of Hong Kong (HKU) that reimagines retrieval-augmented generation (RAG) using knowledge graphs...

    AI

  4. HippoRAG: Neurobiologically Inspired Long-Term Memory for LLMs (NeurIPS 2024)

    Retrieval-Augmented Generation (RAG) has become the standard approach for grounding LLM outputs in external knowledge. But standard RAG has a...

    Open Source

  5. GNN-RAG: Graph Neural Network Enhanced Retrieval-Augmented Generation

    Retrieval-Augmented Generation has become the standard approach for grounding LLM responses in factual knowledge. But standard RAG has a well-known...

    AI

  6. FalkorDB: Ultra-Fast Open-Source Graph Database for Knowledge Graphs and GraphRAG

    FalkorDB is an ultra-fast, open-source multi-tenant property graph database built specifically for LLM Knowledge Graphs and GraphRAG (Graph-based...

    Open Source