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Returns an OpenAI client and a fallback flag for a given model name, decoupling model selection from client instantiation.
Distinct from Fallback Resolution Strategies: Distinct from Fallback Resolution Strategies: applies fallback resolution specifically to AI model client selection, not general dependency resolution.
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Ell is a Python library that treats prompts as callable functions, transforming a Python function into a language model program where the docstring defines the system message and the return value defines the user message. It provides a framework for writing language model programs that can accept and return images, audio, and text natively within message objects, and supports chaining multiple model calls into a single function for multi-step reasoning or test-time compute. The library decouples model selection from client instantiation through a registry that supports multiple provider backe
Returns an OpenAI client and a fallback flag for a given model name, decoupling model selection from client instantiation.