DSPy implemented program of thought since a long time ago and it works great to solve user queries with code.

What is great is that you can define DSPy signature of the type “question, data -> answer” where “data” is a pandas dataframe, then DSPy prompts the llm to answer the question using the data and python code. Extremely powerful.