(How) Does DSPy work when optimisation is based on the retrieved context?

[ArturGalstyan1]

Let's say I have a list of 30 dspy.Example and I want to use those to optimise my dspy.Module. Each example consists of a question and an answer (the answer is written in a "special way")

My module consists of a retriever (dspy.Retriever) and a responder signature. Basically, 'get the context, answer question based on context'. Simple stuff.

But now comes the tricky part: the answers are dependent on the context. E.g. for question A, the answer is B given context C. But there could be the same question A again, but now the answer is X, because the context is Y. In the docs for the optimisation part, it's stated that the question-answer pair itself is all DSPy needs and that it will figure the rest out itself. But does that apply to my case too?