1 repo
Awesome GitHub RepositoriesInference Strategy Swapping
Capabilities for dynamically changing inference logic without altering signatures.
Distinguishing note: Focuses on swapping strategies rather than module replacement.
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Awesome Inference Strategy Swapping 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-
Allows swapping inference modules to modify task execution without changing the underlying signature.
Python
