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RAG
On-premises conversational RAG with configurable containers
E2M converts various file types (doc, docx, epub, html, htm, url, pdf, ppt, pptx, mp3, m4a) into Markdown. It’s easy to install, with dedicated parsers and converters, supporting custom configs. E2…
AI orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data…
🥤 RAGLite is a Python toolkit for Retrieval-Augmented Generation (RAG) with PostgreSQL or SQLite
"MiniRAG: Making RAG Simpler with Small and Free Language Models"
RAG Web UI is an intelligent dialogue system based on RAG (Retrieval-Augmented Generation) technology.
MemFree - Hybrid AI Search Engine & AI Page Generator
This repository contains various advanced techniques for Retrieval-Augmented Generation (RAG) systems.
RAT is a powerful tool that improves AI responses by leveraging DeepSeek's reasoning capabilities to guide other models through a structured thinking process.
Open-source unstructured data (PDFs, Images, Audiofiles) processing platform built for knowledge workers
⚡FlashRAG: A Python Toolkit for Efficient RAG Research (WWW2025 Resource)
Retrieval Augmented Generation (RAG) chatbot powered by Weaviate
Portable KMS (knowledge management system) designed to integrate seamlessly with any Retrieval-Augmented Generation (RAG) system
Python tool for converting files and office documents to Markdown.
A markdown parser and compiler. Built for speed.
A fully static distributed library system powered by IPFS, SQLite and GitHub
A realtime CRDT-based document store, backed by S3.
A Chrome extension for asking questions over websites
✨ AI interface for tinkerers (Ollama, Haystack RAG, Python)
Framework for enhancing LLMs for RAG tasks using fine-tuning.
Agentic-RAG explores advanced Retrieval-Augmented Generation systems enhanced with AI LLM agents.
AI-first Search & Answer Engine for work. Open-source alternative to Glean.
NVIDIA Ingest is an early access set of microservices for parsing hundreds of thousands of complex, messy unstructured PDFs and other enterprise documents into metadata and text to embed into retri…
A text extraction library supporting PDFs, images, office documents and more
Get your documents ready for gen AI
An open-source RAG-based tool for chatting with your documents.