Gemini RAG - Full Breakdown and Tutorial

Description

In this video, I go through the latest release from the Gemini API team, which is the file search tool, or basically a simple RAG system built right into the Gemini API Blog: https://blog.google/technology/developers/file-search-gemini-api/ Simple Colab: https://dripl.ink/SOFmY Advanced Colab: https://dripl.ink/kuwj8 For more tutorials on using LLMs and building agents, check out my Patreon Patreon: https://www.patreon.com/SamWitteveen Twitter: https://x.com/Sam_Witteveen 🕵️ Interested in building LLM Agents? Fill out the form below Building LLM Agents Form: https://drp.li/dIMes 👨‍💻Github: https://github.com/samwit/llm-tutorials ⏱️Time Stamps: 00:00 Intro 00:18 Introducing the File Search Tool in Gemini API 01:58 Gemini Build Demo 06:03 Indexing Process 07:31 Simple Demo of File Search Tool in Gemini API 15:03 Advanced Demo of File Search Tool in Gemini API