All news with #graphrag toolkit tag
Mon, August 25, 2025
Amazon Neptune Adds BYOKG RAG Support via GraphRAG
#AWS
#AWS Neptune
#Embeddings
#GraphRAG Toolkit
#RAG Hallucinations
#Retrieval-Augmented Generation
#Vector Database
🔍 Amazon Web Services announced general availability of Bring Your Own Knowledge Graph (BYOKG) support for Retrieval-Augmented Generation (RAG) using the open-source GraphRAG Toolkit. Developers can now connect domain-specific graphs stored in Amazon Neptune (Database or Analytics) directly to LLM workflows, combining graph queries with vector search. This reduces hallucinations and improves multi-hop and temporal reasoning, easing operationalization of graph-aware generative AI.