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# _Programming_—not prompting—_LMs_
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[![PyPI Downloads](https://static.pepy.tech/badge/dspy/month)](https://pepy.tech/projects/dspy)
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![PyPI Downloads](https://img.shields.io/pypi/dm/dspy)
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DSPy is a declarative framework for building modular AI software. It allows you to **iterate fast on structured code**, rather than brittle strings, and offers algorithms that **compile AI programs into effective prompts and weights** for your language models, whether you're building simple classifiers, sophisticated RAG pipelines, or Agent loops.
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