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, …
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Knowledge Graph
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 …
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 …
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 …
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 …
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 …