A Github Gist containing a Python script for text classification using the TxTail API
DSPy provides composable and declarative modules for instructing LMs in a familiar Pythonic syntax. It upgrades "prompting techniques" like chain-of-thought and self-reflection from hand-adapted string manipulation tricks into truly modular generalized operations that learn to adapt to your task.
"Refreshing my understanding of deep learning as a "stack of data transformations" is incredibly powerful. It's like a sequence of layers, each layer transforming the input data into something more abstract and informative. This perspective makes it easier to understand how neural networks process information."
