NVIDIA/context-aware-rag v1.0.0

Release v1.0.0

Repository: NVIDIA/context-aware-rag

Tag: v1.0.0

Published: 2025-10-14T17:37:18Z

Prerelease: no

Release notes:

Summary

Major release featuring enhanced retrieval capabilities, expanded database support, and improved modular configuration system.

New Features

Enhanced Retrieval Methods

Chain of Thought (CoT): Added reasoning-based retrieval for improved context understanding Vision Language Model (VLM): Integrated multi-modal retrieval capabilities for processing visual content Advanced Graph RAG (AdvGRAG): Implemented sophisticated graph traversal and retrieval algorithms for better performance

Expanded Database Support

ArangoDB: Added support for graph-based document storage and retrieval Elasticsearch: Integrated full-text search capabilities with distributed search support

Configuration Improvements

Modular Configuration System: Redesigned configuration architecture for easier function and tool creation Simplified Addition Process: Streamlined workflow for adding new functions and tools to the system Enhanced Extensibility: Improved modularity enables faster development and deployment of new components

Experimental Features

MCP Tools: Experimental MCP tools to enable AI agents interacting with video. Structured Response: JSON Structured Response mode for responses from CA-RAG.