FlashRAG

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

Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.

A Dynamic Environment to Evaluate Attacks and Defenses for LLM Agents.

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