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Stars

rag

23 repositories
Jupyter Notebook 105 28 Updated Apr 21, 2024

Easily use and train state of the art late-interaction retrieval methods (ColBERT) in any RAG pipeline. Designed for modularity and ease-of-use, backed by research.

Python 3,857 263 Updated May 17, 2025

Open-source tool to visualise your RAG 🔮

Jupyter Notebook 1,216 115 Updated Jan 3, 2025

The open-source visual AI programming environment and TypeScript library

TypeScript 4,468 361 Updated Feb 5, 2026

ExtractThinker is a Document Intelligence library for LLMs, offering ORM-style interaction for flexible and powerful document workflows.

Python 1,486 144 Updated Aug 27, 2025

The LLM Evaluation Framework

Python 13,779 1,257 Updated Feb 23, 2026

The Rule-based Retrieval package is a Python package that enables you to create and manage Retrieval Augmented Generation (RAG) applications with advanced filtering capabilities. It seamlessly inte…

Python 249 28 Updated Oct 4, 2024
Jupyter Notebook 7,435 1,869 Updated Jun 26, 2025

The all-in-one Desktop & Docker AI application with built-in RAG, AI agents, No-code agent builder, MCP compatibility, and more.

JavaScript 54,934 5,924 Updated Feb 24, 2026

SoTA production-ready AI retrieval system. Agentic Retrieval-Augmented Generation (RAG) with a RESTful API.

Python 7,693 625 Updated Nov 7, 2025

An application for running LLMs locally on your device, with your documents, facilitating detailed citations in generated responses.

Python 631 60 Updated Oct 29, 2024

A modular graph-based Retrieval-Augmented Generation (RAG) system

Python 31,049 3,276 Updated Feb 23, 2026

Multi-lingual large voice generation model, providing inference, training and deployment full-stack ability.

Python 19,690 2,221 Updated Feb 11, 2026

RAG that intelligently adapts to your use case, data, and queries

Python 3,712 239 Updated Nov 1, 2025

pingcap/autoflow is a Graph RAG based and conversational knowledge base tool built with TiDB Serverless Vector Storage. Demo: https://tidb.ai

TypeScript 2,737 175 Updated Jan 9, 2026

This repository contains various advanced techniques for Retrieval-Augmented Generation (RAG) systems.

Jupyter Notebook 2,446 306 Updated Feb 17, 2025

Production-ready platform for agentic workflow development.

TypeScript 130,130 20,281 Updated Feb 24, 2026

Integrating knowledge graphs (KG) with large language models (LLM)

Jupyter Notebook 189 38 Updated Jan 22, 2026

This repository provides an advanced Retrieval-Augmented Generation (RAG) solution for complex question answering. It uses sophisticated graph based algorithm to handle the tasks.

Jupyter Notebook 1,544 254 Updated Jun 17, 2025

Understand and code every important component of RAG architecture

Jupyter Notebook 225 67 Updated Aug 7, 2025

"DeepTutor: AI-Powered Personalized Learning Assistant"

Python 10,430 1,394 Updated Feb 24, 2026

A curated catalogue of awesome agentic AI patterns

Python 3,384 209 Updated Feb 6, 2026