Series 3: Advanced Application Patterns

This series covers sophisticated application patterns and frameworks for building scalable, production-ready LLM applications.

Articles in This Series

• Article 76: Retrieval Augmented Generation (RAG) Systems
• Article 77: Building LangChain-Powered Applications
• Article 78: Introduction to LlamaIndex and Knowledge Graphs
• Article 79: Integrating LLMs with External Services and APIs
• Article 80: Deploying and Scaling LLM Applications

Series Overview

This series explores advanced application patterns essential for building production-ready LLM systems, including RAG systems, popular frameworks, and deployment strategies.

Learning Objectives

By the end of this series, you will:

• Master Retrieval Augmented Generation (RAG) systems
• Know how to build applications with LangChain
• Understand LlamaIndex and knowledge graphs
• Be able to integrate LLMs with external services
• Know how to deploy and scale LLM applications

Prerequisites

• Completion of Series 1 and 2 of this chapter
• Experience with production system development
• Understanding of database and API integration concepts