The dataset is generated from the different CSV "piles". The "piles" contain different chunks of requests that are assembled into a final context that is presented to the LLM. For example, piles/pile_of_device_names.csv contains only names of various devices to be used as part of context as well as inserted into piles/pile_of_templated_actions.csv and piles/pile_of_status_requests.csv. The logic for assembling the final dataset from the piles is contained in generate_home_assistant_data.py.

Generating the custom dataset

python3 generate_home_assistant_data.py --train --test

Merging with Alpaca for training

python3 generate_home_assistant_data.py --merge-alpaca