Understand DSPy: Programming AI Pipelines

The origin and evolution of DSPy: Programming AI Pipelines introduces the idea, its link to ColBERT v2, retriever models, modular pipeline generation, descriptive programming, the evolution and the use case of DSPy (DSPy == Declarative Self-improving Language Programs, pythonically).

Q answered: Is DSPy only a Prompt Engineering optimization?
Q answered: Is DSPy expensive for my AI pipeline optimization?
Q answered: Can I substitute DSPy with a simple many-shot In-Context Learning prompt?

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case dspy engineering evolution improving language modular optimization pipeline pipelines programming prompt retriever