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Awesome GitHub RepositoriesModule Component Registration
Systems for automatically discovering and managing components for optimization.
Distinguishing note: Focuses on the registration mechanism for optimization discovery.
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Awesome Module Component Registration 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-
Identifies components for optimization by assigning them as attributes for automatic discovery.
Python
