Context-Aware RAG

Context-Aware RAG

Context-aware RAG with knowledge graphs

Description

Q&A over long videos or many documents with plain vector search returns scattered pieces and loses context. Context-Aware RAG is NVIDIA's RAG library that ingests content into a knowledge graph before retrieval.

It supports GraphRAG and agentic retrieval, used for long-video understanding and as a core of the video search and summarization blueprint.

Features



Graph ingestion:Context preserved.

GraphRAG:Graph retrieval.

Agentic:Multi-step reasoning.

Long video:Understanding and summaries.