Building an FIA Formula 1 Financial Regulations Chatbot with AWS S3, Kendra and Bedrock

This project was inspired by Mark Tinderholt’s post on creating a JFK assassination chatbot using the JFK files. You can find it Here. As a Formula 1 fan, I wanted to understand the sport’s complex financial regulations more, and what better way of doing that than building a project around it? So I built a chatbot that lets me query the official FIA Formula 1 Financial Regulations PDF available on the FIA official website using natural language. With AWS Kendra for document indexing and Amazon Bedrock’s Titan model for answering questions in a conversational style, I was able to turn a static document into a dynamic knowledge bot.

Apr 23, 2025 - 12:51

Building an FIA Formula 1 Financial Regulations Chatbot with AWS S3, Kendra and Bedrock

This project was inspired by Mark Tinderholt’s post on creating a JFK assassination chatbot using the JFK files. You can find it Here. As a Formula 1 fan, I wanted to understand the sport’s complex financial regulations more, and what better way of doing that than building a project around it? So I built a chatbot that lets me query the official FIA Formula 1 Financial Regulations PDF available on the FIA official website using natural language.

With AWS Kendra for document indexing and Amazon Bedrock’s Titan model for answering questions in a conversational style, I was able to turn a static document into a dynamic knowledge bot.