MbitAI

Case Studies

Selected case studies and insights from AI strategy, governance, compliance, and change work.

Build Your Own Podcast RAG Chat with Gemini API

Learn how to create a powerful Retrieval-Augmented Generation (RAG) chat application for podcast transcripts using Google Gemini AI, Qdrant vector database, and modern web technologies. This comprehensive guide walks you through building a system that can intelligently answer questions about podcast content.

DIY AI Typing Assistant using Phi-3 Mini and Python

Create a lightweight, local AI typing assistant for Windows using Phi-3 Mini and Python. This guide provides step-by-step instructions to build a tool that corrects typos, grammar, and punctuation in real-time, supports multiple languages, and runs entirely offline for maximum privacy.