consistent-rag is an open-source CLI tool designed to improve the factual consistency of retrieval-augmented generation (RAG) systems. It leverages knowledge graph grounding and multi-agent refinement, making it valuable for AI researchers and developers.
consistent-rag is a RAG, search & retrieval product. Addresses factual inconsistency in retrieval-augmented generation by grounding outputs in knowledge graphs and refining with agents. It is built as an open-source project for AI researchers and developers working on RAG systems. consistent-rag is open source under the MIT License. consistent-rag is available on the web and the command line.
consistent-rag first shipped in 2026. Key capabilities include knowledge graph grounding, multi-agent refinement, and RAG consistency.
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