Using LLMs with Retrieval Augmented Generation (RAG) to answer questions relating to FAA Letters of Interpretation (LOI)
get_loi.py will retrieve LOI information from the FAA website
rag-faa-loi-faiss.ipynb is the jupyter notebook to demonstrate the functionality. Some LOI files are located in the loi folder already to answer the sample questions in the notebook.