It's been a long time in the making, but here's my first blog post on learning @DSPyOSS. When I first came across DSPy last year, I found it hard to wrap my head around the idea of signatures and modules. This post aims to clarify them in depth 👇🏽
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thedataquarry.com/blog/learning-…
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thedataquarry.com/blog/learning-…
Now that I really understand @DSPyOSS signatures and modules well, I wanted to highlight why they're great abstractions and so refreshingly useful to build compound AI systems. This initial post focuses on just signatures + modules (optimizers next).
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This post is an amalgam of a LOT of great discussions I've had on X, as well as the knowledge absorbed from YT and the @DSPyOSS docs. It echoes some of the amazing writings of @lateinteraction and @MaximeRivest here. Hopefully, it helps folks coming in from other frameworks!
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