Multi-modal large language models (LLMs) can understand text, images, or videos and with their ever increasing context size, they open up interesting use cases for application developers. In this talk, we’ll take a tour of Gemini, Google’s multi-modal LLM, and its open source version Gemma, showing what’s possible and how to integrate them in your applications. We’ll also explore techniques such as RAG, function calling, grounding, to supply LLMs with more up-to-date and relevant data and minimize hallucinations.