UNIT III: LARGE LANGUAGE MODELS (LLMs), RAG AND MCP

23EET401 GENERATIVE AI AND AGENTIC AI FOR ELECTRICAL ENGINEERS

Transformer fundamentals – BERT, GPT family – Advanced Prompt Engineering – Basic fine-tuning concepts – Retrieval-Augmented Generation (RAG): embeddings, search, and context retrieval – Introduction to Model Context Protocol (MCP) for t**l use – Integrating LLMs with RAG and MCP for engineering tasks