This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.

#ai#embeddings#langchain#llama-index+1

语言Jupyter Notebook

🍴 Forks3,285

🔄 更新2026/4/15

访问工具 →

GenAI_Agents

开源⭐ 22k

github.com/nirdiamant/genai_agents

50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.

#agents#ai#ai-agents#genai+1

12 Factor Agents

免费⭐ 20k

github.com/humanlayer/12-factor-agents

What are the principles we can use to build LLM-powered software that is actuall...

#12-factor#12-factor-agents#agents#ai+1

llama-cookbook

开源⭐ 18k

github.com/meta-llama/llama-cookbook

Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We also show you how to solve end to end problems using Llama model f

#ai#finetuning#langchain#llama+1

ai-pdf-chatbot-langchain

开源⭐ 17k

github.com/mayooear/ai-pdf-chatbot-langchain

AI PDF chatbot agent built with LangChain & LangGraph

#agents#ai#chatbot#langchain+1