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Awesome GitHub RepositoriesPipeline Optimization Techniques
Methods for improving the efficiency and latency of multi-stage execution pipelines.
Distinguishing note: Focuses on pipeline-level optimization rather than individual model calls.
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Awesome Pipeline Optimization Techniques 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-
Transforms source code into efficient machine instructions by applying automated build-time analysis.
Python
