Get your documents ready for gen AI
[EMNLP2025] LightRAG: Simple and Fast Retrieval-Augmented Generation
Running Docling as an API service
Transform unstructured documents into validated, rich and queryable knowledge graphs.
Making docling agentic through MCP
Agentic RAG for local and self-hosted document search: hybrid retrieval, reranking and multimodal RAG on embedded LanceDB, with Docling parsing and an MCP server
Turn any document into clean, AI-ready Markdown — locally on your machine. Desktop app for Windows, macOS & Linux powered by MarkItDown, Docling, GLM-OCR and Markit.
OpenRAG is a comprehensive, single package Retrieval-Augmented Generation platform built on Langflow, Docling, and Opensearch.