RAG Systems Bootcamp - Retrieval-Augmented Generation

Large models have hallucinations and RAG solves this. This Bootcamp teaches you how to incorporate new information into LLMs on the fly, ensuring that responses are based on facts rather than guesswork.

In instructor-led workshops, you’ll connect end-to-end RAG pipelines. We begin with embeddings, progress to quick similarity searches on vector databases, and conclude with response synthesis. You will test several retrieval algorithms, optimize for speed, and assess using human-readable metrics rather than just BLEU scores. By the end of the lab, you’ll have deployed a RAG-powered help-desk bot and understand how to debug, grow, and monitor it—all abilities that employers are looking for today. (Yes, Google’s ranking algorithms still value well-structured, evidence-based material!)