A Cheat Sheet and Some Recipes For Building Advanced RAG — LlamaIndex, Data Framework for LLM Applications

LlamaIndex is a simple, flexible data framework for connecting custom data sources to large language models (LLMs).

Build a ChatGPT with your Private Data using LlamaIndex and MongoDB, by Jerry Liu, LlamaIndex Blog

All You Need to Know about Vector Databases and How to Use Them to Augment Your LLM Apps, by Dominik Polzer

RAG with LlamaIndex and DeciLM: A Step-by-Step Tutorial

A Complete Guide to RAG and LlamaIndex

Florian Hansemann (@CyberWarship) / X

LLM Data Science Dojo

RAG Is A Hack - with Jerry Liu from LlamaIndex

Best Practices for Building LLM-Backed Applications – The Data Exchange

LLM Data Science Dojo

Large Language Models: A Survey

RAG in Action: Beyond Basics to Advanced Data Indexing Techniques