pitwall ai

pitwall ai is a formula 1 race strategy assistant.

it shows live telemetry, strategy calls, race simulations, and fia rulebook answers in one web app.

what it does

• shows live race and car data
• compares pit strategy options
• explains recommended strategy calls
• answers fia regulation questions
• provides a dashboard for demos

what is included

• fastapi backend
• next.js frontend
• websocket telemetry
• strategy and simulation apis
• fia rag assistant
• langflow service

run with docker compose

docker compose up --build

open the frontend:

http://localhost:3000

open the backend docs:

http://localhost:8000/docs

run with langflow

docker compose --profile langflow up --build

open langflow:

http://localhost:7860

stop

docker compose down

environment

the app can run without api keys using fallback providers.

to use IBM granite, set these in .env:

WATSONX_API_KEY=
WATSONX_PROJECT_ID=
WATSONX_URL=