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oughtinc/ice: Interactive Composition Explorer: a debugger for compositional language model programs

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Interactive Composition Explorer: a debugger for compositional language model programs

ICE is a Python library and trace visualizer for language model programs. Screenshot Execution trace visualized in ICE Features Run language model recipes in different modes: humans, human+LM, LM Inspect the execution traces in your browser for debugging Define and use new language model agents, e.g. chain-of-thought agents Run recipes quickly by parallelizing language model calls Reuse component recipes such as question-answering, ranking, and verification ICE is pre-1.0 ⚠️ The ICE API may change at any point. The ICE interface is being actively developed and we may change the API…

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