Mastering GenAI, LLMs & RAG

From prompt to production: the complete guide to building with large language models.

by Amol Katkade

A thorough, engineering-focused guide to generative AI: how LLMs work, prompt and context engineering, embeddings and vector search, retrieval-augmented generation, evaluation, and shipping reliable, cost-aware GenAI systems to production.

• How LLMs, embeddings & vector search work
• Production RAG: chunking, re-ranking, grounding
• Evaluation & cost control
• Prompt + context engineering patterns