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RAG

32 repositories

RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs

Python 70,391 7,644 Updated Dec 25, 2025

The leading data integration platform for ETL / ELT data pipelines from APIs, databases & files to data warehouses, data lakes & data lakehouses. Both self-hosted and Cloud-hosted.

Python 20,322 4,974 Updated Dec 24, 2025

Build resilient language agents as graphs.

Python 22,534 3,963 Updated Dec 23, 2025

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

Jupyter Notebook 2,362 299 Updated Feb 17, 2025

Collection of awesome LLM apps with AI Agents and RAG using OpenAI, Anthropic, Gemini and opensource models.

Python 84,015 11,925 Updated Dec 19, 2025

Sample code and notebooks for Generative AI on Google Cloud, with Gemini on Vertex AI

Jupyter Notebook 12,339 3,605 Updated Dec 23, 2025

Everything you need to know to build your own RAG application

Jupyter Notebook 3,819 441 Updated Nov 22, 2025

✨ AI interface for tinkerers (Ollama, Haystack RAG, Python)

Python 473 43 Updated Sep 11, 2025

All the open source AI Agents hosted on the oTTomator Live Agent Studio platform!

Python 5,122 1,820 Updated Nov 9, 2025

🔥 The Web Data API for AI - Turn entire websites into LLM-ready markdown or structured data

TypeScript 71,101 5,568 Updated Dec 24, 2025

Comprehensive guide to learn RAG from basics to advanced.

Jupyter Notebook 1,201 316 Updated Mar 29, 2025

A curated list of 120+ LLM libraries category wise.

8,400 1,342 Updated Dec 17, 2025
Jupyter Notebook 311 45 Updated Apr 28, 2025

Open Source Machine Learning Research Platform designed for frontier AI/ML workflows. Local, on-prem, or in the cloud. Open source.

Python 4,620 471 Updated Dec 25, 2025

A template for building WhatsApp agents using LangGraph and Twilio. This project enables you to deploy AI agents that interact with users via WhatsApp, process messages and images, and invoke custo…

Python 220 89 Updated Jun 10, 2025

An official Qdrant Model Context Protocol (MCP) server implementation

Python 1,144 212 Updated Dec 10, 2025

Colivara is a suite of services that allows you to store, search, and retrieve documents based on their visual embedding. ColiVara has state of the art retrieval performance on both text and visual…

Python 1,408 115 Updated Apr 30, 2025

Langflow is a powerful tool for building and deploying AI-powered agents and workflows.

Python 141,958 8,209 Updated Dec 25, 2025

Get started with building Fullstack Agents using Gemini 2.5 and LangGraph

Jupyter Notebook 17,573 2,995 Updated Dec 23, 2025

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and cont…

Jupyter Notebook 23,721 2,738 Updated Dec 11, 2025

A collection of code snippets from the publication To Data & Beyond on Substack: https://youssefh.substack.com/

Jupyter Notebook 28 14 Updated Jun 5, 2025

An Open Source implementation of Notebook LM with more flexibility and features

TypeScript 16,321 1,683 Updated Dec 20, 2025

Understand and code every important component of RAG architecture

Jupyter Notebook 207 58 Updated Aug 7, 2025

LLM agents built for control. Designed for real-world use. Deployed in minutes.

Python 16,776 1,406 Updated Dec 24, 2025

"RAG-Anything: All-in-One RAG Framework"

Python 11,316 1,339 Updated Dec 23, 2025

Python package and backend for the Elysia platform app.

Python 1,849 261 Updated Dec 15, 2025

"DeepCode: Open Agentic Coding (Paper2Code & Text2Web & Text2Backend)"

Python 13,074 1,753 Updated Dec 11, 2025

"AutoAgent: Fully-Automated and Zero-Code LLM Agent Framework"

Python 8,304 1,158 Updated Oct 16, 2025

This repository provides programs to build Retrieval Augmented Generation (RAG) code for Generative AI with LlamaIndex, Deep Lake, and Pinecone leveraging the power of OpenAI and Hugging Face model…

Jupyter Notebook 547 185 Updated Sep 23, 2025

"MiniRAG: Making RAG Simpler with Small and Open-Sourced Language Models"

Python 1,622 217 Updated Oct 16, 2025