To RAG or Not to RAG - Understanding Retrieval-Augmented Generation Implementation and Applications

Explore the practical implementation and real-world applications of Retrieval-Augmented Generation (RAG) in this 42-minute conference talk that cuts through the AI hype to deliver concrete answers about this increasingly popular technology. Learn what RAG actually is, understand its technical requirements, and discover when it's truly necessary versus when it might be overkill for your use case. Examine working code snippets that demonstrate how to implement RAG systems, while gaining insights into the cost-benefit analysis of adopting this AI approach. Evaluate whether RAG is worth the investment for your specific projects and understand why organizations like Thoughtworks highlight it in their Technology Radar recommendations.