1 repo
Awesome GitHub RepositoriesModule Composition
Mechanisms for building complex logic by nesting and piping sub-modules.
Distinguishing note: Focuses on the composition pattern rather than the module definition.
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Awesome Module Composition 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-
Builds complex logic by subclassing base modules and piping inputs through sub-modules.
Python
