Cutting Through the GenAI Buzzwords: RAG, Agents & MCP buzzword bingo by Lulia Feroli | PyCon 2025

With all the technologies floating around the tech space these days it almost sounds like a buzzwords bingo. This talk will go over all these concepts to explain the differences and purpose of all these technologies. We’ll cover everything from explaining embeddings and different vector search strategies, to the difference between RAG and agents, what the role of MCP is, and how it all ties together. #pyconse #pyconse2025