DSPy is a Python library that has seen an exponential uptick in interest lately. This article is my informed take on whether that’s justified. The Why Say you’re building an app that generates cover letters given a user’s resume and job description. You go with GPT 3.5 as the LLM of choice. You start with a simple prompt, but the cover letters generated are too verbose.