1 repo
Awesome GitHub RepositoriesModel Client Interfaces
Base classes and abstractions for interacting with various language model providers.
Distinguishing note: Focuses on the base abstraction layer, distinct from specific model implementations.
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Awesome Model Client Interfaces 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-
Provides a base class for handling language model calls and managing provider-specific configurations.
Python
