This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.
☆29,408Sep 4, 2026Updated this week
Alternatives and similar repositories for RAG_Techniques
Users that are interested in RAG_Techniques are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.☆24,196Updated this week
- End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.☆21,428Updated this week
- Official code repo for the O'Reilly Book - "Hands-On Large Language Models"☆28,971Apr 24, 2026Updated 4 months ago
- 22 prompt engineering techniques with hands-on Jupyter Notebook tutorials, from fundamental concepts to advanced strategies for leveragin…☆7,837Updated this week
- RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to creat…☆90,233Updated this week
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- 100+ AI Agents, Agent Skills and RAG Apps - Free and Open Source.☆136,647Updated this week
- In-depth tutorials on LLMs, RAGs and real-world AI agent applications.☆37,437Aug 26, 2026Updated last week
- Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.☆82,391Feb 5, 2026Updated 7 months ago
- 18 Lessons to Get Started Building AI Agents☆74,169Aug 27, 2026Updated last week
- Get your documents ready for gen AI☆66,166Updated this week
- A modular graph-based Retrieval-Augmented Generation (RAG) system☆35,889Updated this week
- [EMNLP2025] LightRAG: Simple and Fast Retrieval-Augmented Generation☆39,493Updated this week
- This repository provides an advanced Retrieval-Augmented Generation (RAG) solution for complex question answering. It uses sophisticated …☆1,626Updated this week
- An open-source RAG-based tool for chatting with your documents.☆25,735Jul 14, 2026Updated last month
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A one stop repository for generative AI research updates, interview resources, notebooks and much more!☆29,286Updated this week
- Build, run, and manage agent platforms.☆42,103Updated this week
- Local UI to run and train LLMs and diffusion models. Supports GGUF, MLX, Qwen3.8, DeepSeek-V4, MiniMax-H3, Gemma 4, FLUX and more.☆75,870Updated this week
- The Memory Layer for AI Agents - Drop-in memory infrastructure for AI agents and apps. Context that persists. Built for production.☆64,848Updated this week
- Build Real-Time Knowledge Graphs for AI Agents☆30,697Updated this week
- DSPy: The framework for programming—not prompting—language models☆37,855Updated this week
- Implement a ChatGPT-like LLM in PyTorch from scratch, step by step☆104,581Sep 1, 2026Updated last week
- "RAG-Anything: All-in-One RAG Framework"☆23,258Sep 2, 2026Updated last week
- Supercharge Your LLM Application Evaluations 🚀☆15,674Feb 24, 2026Updated 6 months ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- The LLM Evaluation Framework☆18,172Updated this week
- 🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don't be shy, join here: https://discord.gg/jP8KfhDhyN☆81,964Updated this week
- A Python library for extracting structured information from unstructured text using LLMs with precise source grounding and interactive vi…☆38,550Updated this week
- 📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG☆35,585Updated this week
- Everything you need to know to build your own RAG application☆4,157Aug 3, 2026Updated last month
- A collection of MCP servers.☆94,629Updated this week
- Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work t…☆58,244Updated this week
- An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.☆31,247Sep 30, 2025Updated 11 months ago
- A high-throughput and memory-efficient inference and serving engine for LLMs☆91,254Updated this week
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Learn how to develop, deploy and iterate on production-grade ML applications.☆49,393Mar 4, 2026Updated 6 months ago
- FULL Augment Code, Claude Code, Cluely, CodeBuddy, Comet, Cursor, Devin AI, Junie, Kiro, Leap.new, Lovable, Manus, NotionAI, Orchids.app,…☆143,452Aug 11, 2026Updated 3 weeks ago
- Agents that use the browser.☆113,495Updated this week
- Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, …☆21,870Updated this week
- 🙌 OpenHands: AI-Driven Development☆86,866Updated this week
- 🤗 smolagents: a barebones library for agents that think in code.☆29,214Aug 25, 2026Updated 2 weeks ago
- The fastest, litest AI Gateway. Rust core with Python SDK. Call 100+ LLM APIs in OpenAI (or native) format with cost tracking, guardrails…☆58,280Updated this week