Comment by serendipityrecs

It's mostly just GPT-3. You do need to parse it, as far as GPT-3 is concerned it's just doing text in/text out. I'm doing some ranking logic behind the scenes to make the results more consistently reliable, but you could directly ask the model for recommendations. GPT-3 has a lot of knowledge of the real world from having read so much of the internet.