1 repo
Awesome GitHub RepositoriesModel State Persistence
Tools for saving and versioning the state of optimized AI programs and modules.
Distinguishing note: Focuses on the persistence of AI-specific program configurations.
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Awesome Model State Persistence 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-
Saves optimized program states or module structures to disk for portability.
Python
