
Aug 25, 2025
Aug 25, 2025
Ai Mini Challenge: Crucial Things We Need to Know Before Creating AI Tools
1. IntroductionHey everyone! I'm Dante, and I'm part of the Bante team, a group of five enthusiastic developers – Barry, Jett, Andre, Chein, and myself. We are all Backend Developers.2. SituationBefore this challenge, most of us were primarily AI users. We'd interact with AI tools and marvel at their capabilities, but the inner workings remained a bit of a black box. This sparked a deep curiosity: we wanted to peel back the layers and understand everything about AI, from Large Language Models (LLMs) and embeddings to indexing, agents, and post-processing. The mini-challenge presented the perfect opportunity to learn by building, pushing us to create a practical AI tool from the ground up.O