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Are you using GPT 3.5 or 4? Huge difference in quality with 4.

3.5 — I've found it tends to hallucinate when dealing with APIs as well.

Yeah it's pretty useless. Spend the $20 for a month to try GPT-4, you'll be surprised. It definitely saves me more than $20 of time each month.