This section provides detailed information about dspy's classes, modules, and functions. The framework for programming—rather than. Welcome to the dspy api reference documentation.
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This section covers essential dspy features and best practices for professional ai development. First, install sglang and launch its server with your lm. Runs a module up to n times with different rollout ids (bypassing cache) and returns the best.
There are two main approaches to using tools in dspy:
Learn to build systems that can generate and execute code to solve complex problems, combining the power of language models with programmatic reasoning. Then, connect to it from your dspy code. A language model supporting chat or text completion requests for use with dspy modules. Currently, this runs the dspy program in a separate.
The framework for programming—rather than prompting—language. Think about these but start simple,. Dspy.suggest and dspy.assert are replaced by dspy.refine and dspy.bestofn in dspy 2.6. The dspy.react module implements the reasoning and acting (react) pattern, where the language model iteratively reasons about.
Create a new language model instance for use with dspy modules and programs.
Once your system starts working, this is the stage where you collect an initial development set, define your dspy metric, and use these to iterate on your system more systematically. Learn how to implement key functionalities like streaming, caching, deployment, and. Learn how to implement key functionalities like streaming, caching, deployment, and monitoring in your dspy applications.
