<ul><li>The concept of Natural Language Programming involves writing solutions in natural language and letting the Large Language Model (LLM) and LLM agents figure it out.</li><li>DSPy (Declarative Self-improving Python) is a framework that allows writing compositional Python code to teach the LM to deliver high-quality outputs.</li><li>DSPy uses a modular approach to create self-contained modules that can be used as fuzzy tools to solve problems.</li><li>This approach is being used to solve real-world problems that are difficult for current LLM-based solutions, offering a Pythonic way to solve coding problems.</li></ul>

Compound AI Systems & the DSPy Framework — A step towards Natural Language Programming

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