GDG Torino

Rafael Saraceni

Rafael Saraceni

AI Powered B2B SaaS specialist

More than 10 years of experience building digital products. Helped companies build and launch products in Australia, Europe and Latin America. Italian and Brazilian, currently living in Turin.

1 talk1 evento

Talk ยท 1

From Manuals to Chatbot: Scaling an AI Agent for Ableton Live with Next.js & Vercel

I built this AI agent to ingest, process, and make searchable the entire Ableton Live manual, including contextual descriptions for all images. The core of this agent leverages a Retrieval-Augmented Generation (RAG) architecture, allowing it to answer user questions with remarkable accuracy. From a technical perspective, the application is a React/Next.js frontend powered by Vercel's AI SDK, with data persistence handled by Neon DB and Drizzle ORM. This full-stack JavaScript approach allowed for rapid development and deployment. I shared my app on a community of Ableton users. The engagement was huge. In just three days I had more than 50k views, 600 shares, 98 comments, 80% upvote and 800 questions answered.