FlashRAG

[EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"

[KDD'2026] "VideoRAG: Chat with Your Videos"

A unified evaluation framework for large language models

Ingest files for retrieval augmented generation (RAG) with open-source Large Language Models (LLMs), all without 3rd parties or sensitive data leaving your network.