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Awesome GitHub RepositoriesAI Signature Definitions
Tools for defining input/output schemas and instructional context for language models.
Distinguishing note: Focuses on the definition of model signatures rather than general data schemas.
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Awesome AI Signature Definitions GitHub Repositories
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- stanfordnlp/dspy
stanfordnlp/dspy
32,291View on GitHubDSPy is a declarative programming framework designed for building complex language model applications. It treats model interactions as modular, composable programs, allowing developers to define task logic through typed class schemas rather than relying on manually written prompts. By organizing workflows into hierarchical, reusable Python objects, the framework enables the construction of sophisticated AI systems that manage state and execution flow independently. The framework distinguishes itself through an automated optimization engine that iteratively refines prompt instructions and few-
Creates signatures using classes and docstrings to provide detailed instructional context.
Python
