climate_data_utility

This context is used for handling climate datasets integrated with the HMI server.

{
    "mrros_dataset": {
        "hmi_dataset_id": "149efd94-dc91-4673-9245-443ad61276ea", 
        "filename": "cmip6-6e565455-9589-4d7c-8960-18c47ed6b9b7.nc"
    },
    "secondary_dataset": {
        "hmi_dataset_id": "149efd94-dc91-4673-9245-443ad61276ea", 
        "filename": "cmip6-6e565455-9589-4d7c-8960-18c47ed6b9b7.nc"
    }
}

Dataset IDs and filenames should be from the HMI server.

Note: after setup, the datasets are accessible via the variable names provided as dictionary keys.

This context’s LLM agent supports generic code generation with climate datasets with a focus on regridding and downscaling. Users have the ability to ask to perform a downscaling operation (e.g. “regrid dataset named mrros dataset to a resolution of 0.1, 0.1 with interpolation aggregation”). Other operations include plotting the given dataset.

This context has 2 custom message types:

1. download_dataset_request: Downloads a dataset from the HMI server. Takes in the parameters uuid, an HMI dataset ID, and filename, the target filename to download. Optionally accepts variable_name which is where to store it, if not provided, it will incrementally create dataset_0, dataset_1… dataset_X.
2. save_dataset_request: Takes in dataset and filename and uploads the given dataset with the filename to the HMI server.