Instructions for Running AI Strategy Code

strategy_llm.py – the main script
F12022ResultsMcLaren.xlsx – the 2022 McLaren dataset

Run in terminal -->
  pip install pandas openpyxl ollama

The script currently processes only 5 races to reduce loading time:
MAX_RACES_TO_PROCESS = 5
To run the full dataset (44 races), change it to:
MAX_RACES_TO_PROCESS = len(df)

This strategy LLM:
Reads the 2022 dataset
Acts like an F1 race strategist
Generates structured JSON for each race
Prepares the output for 2023 accuracy comparison
