Here is my solution.
You can directly interact with WooCommerce if you include the main woocommerce file from woocommerce/woocommerce.php
The classes I specifically used were WC_Product and WC_Product_Query
With these classes, you can get existing products and create new ones. I included links to the docs for these two classes
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