Clone the Gemini Multimodal Realtime App Locally with Gemma 3, Whisper, Kokoro

Video Description

This project demonstrates a fully open-source, locally-deployed multimodal AI assistant with equivalent performance of Gemini 2.0. It combines Whisper for speech-to-text, Gemma 3 for multimodal understanding and generation, and Kokoro for text-to-speech, all orchestrated via a Python WebSocket server. Find this playlist to see all the Gemini development tutorials: https://youtube.com/playlist?list=PLUdH0OYvz4vHswcObE0jkMBQ6cu9JRbwI&si=sQHN0enPgZYDEqNS TIME STAMPS: 00:00 Intro 00:39 First Version Recap 05:33 New Architecture 09:03 Live App Demo 11:30 Code Walkthrough USEFUL LINKS: Source Code (Python server) - https://github.com/yeyu2/Youtube_demos/tree/main/Multimodal-server-gemma3 Source Code (Frontend Client) - https://github.com/yeyu2/multimodal-client-vite Novita AI for GPU Cloud [My affiliate link] - https://novita.ai/?ref=ngrmymz&utm_source=affiliate Whisper - https://huggingface.co/openai/whisper-small Gemma 3 - https://huggingface.co/google/gemma-3-4b-it Kokoro - https://huggingface.co/hexgrad/Kokoro-82M MY CONNECT: Visit: https://www.yeyulab.com Buy me a coffee - https://ko-fi.com/yeyuh Business Inquiries - [email protected] X: https://x.com/Yeyu2HUANG Discord - http://discord.gg/KPTCE4CEmp Email Subscription - https://yeyu.substack.com