id: ai-engineer-rag-implementation-llama-index aliases: [ ] tags: - roadmap - ai-engineer - ai-engineer-rag-implementation - ready - –
# ai-engineer-rag-implementation-llama-index
## Contents
__Roadmap info from [ roadmap website ] (https://roadmap.sh/ai-engineer/llama-index@d0ontCII8KI8wfP-8Y45R) __
## LlamaIndex
LlamaIndex, formerly known as GPT Index, is a tool designed to facilitate the integration of large language models (LLMs) with structured and unstructured data sources. It acts as a data framework that helps developers build retrieval-augmented generation (RAG) applications by indexing various types of data, such as documents, databases, and APIs, enabling LLMs to query and retrieve relevant information efficiently.Learn more from the following resources: