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83 points wavelander | 1 comments | 11 Aug 24 02:11 UTC | HN request time: 3.222s | source

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okigan ◴[11 Aug 24 04:36 UTC] No.41214015[source]▶

Could we have a concise and specific explanation how DSPy works?

All I've seen are vague definitions of new terms (ex. signatures) and "trust me this very powerful and will optimize it all for you".

Also, what would a good way to reason between DSPy and TextGrad?

1. ktrnka ◴[11 Aug 24 19:22 UTC] No.41218660[source]▶

Textgrad mainly optimizes the prompt but does not inject few shot examples. Dspy mainly optimizes the few shot examples.

At least that's my understanding from reading the textgrad paper recently.

Betting on DSPy for Systems of LLMs