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DSPy, which stands for Declarative Self-improving Python, is an open-source framework designed to facilitate the programming of language models (LMs) rather than relying on traditional prompt engineering. It allows developers to rapidly build modular AI systems, offering algorithms for optimizing prompts and weights. Whether constructing simple classifiers, sophisticated retrieval-augmented generation (RAG) pipelines, or agent loops, DSPy provides a compositional Pythonic approach to enhance the quality and reliability of AI outputs.

DSPy

dspy

An open-source Python framework for programming language models, enabling rapid development of modular AI systems with optimization capabilities.

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DSPy