[P] Made an AI FIA Steward to predict penalties during a F1 race

Hi!

I am a huge F1 fan, but I believe it is one of the most rule-heavy sport. There are thousands of rules and regulations that govern the sport. Over the last few years the sport has gained increased popularity due to Netflix, and now the recently released film.

I trained my model on about 1900 PDFs web-scrapped from the FIA website across all races from 2019 – 2025. The user describes the incident involved, for example “moving under braking” or “leaving the track to gain an unfair advantage” etc., a RAG model is implemented to lower hallucinations, and it predicts the penalty that might be implemented. The model also cites the top 3 sources and the respective PDF citations published by the FIA so that the users can read about the rule in detail.

Give it a try here: https://huggingface.co/spaces/soumiks17/ai-fia-steward

I am happy to share the source code with someone interested. Let me know what you all think.