knowflow-ai/KnowFlow

The open-source RAG platform: built-in citations, deep research, 22+ file formats, partitions, MCP server, and more.

A RAG (Retrieval-Augmented Generation) knowledge base system with Vue.js frontend, Spring Boot backend, and FastAPI LLM service.

Hybrid RAG system combining vector search, knowledge graph (LightRAG), and cross-encoder reranking — with Docling document parsing, visual intelligence (image/table captioning), agentic streaming chat, and inline citations. Powered by Gemini or local Ollama models.

An open source, modular, lightweight, and extensible RAG application stack, designed for anyone and everyone.

Ever needed to take 8000 PDFs, 2000 videos, and 500 spreadsheets and feed them to an LLM as a knowledge base? Well, mmore is here to help you! mmore is a scalable multimodal pipeline for processing, indexing, and querying multimodal documents

Multi-tenant RAG API powered by LightRAG/RAG-Anything. Auto-selects best parser (DeepSeek-OCR/MinerU/Docling) via complexity scoring

The best RAG interface yet.

Self-hostable RAG platform - document ingestion, embedding, and vector search behind a simple REST API