o ÓÙ¾i›ã@sŠddlmZddlmZddlmZddlmZddlm Z m Z ddl m Z ee ƒfde d efd d „ƒZ e   e¡e ƒfde fd d „ƒZdS)é)Úsingledispatch)Úpython_types_to_regex)ÚSequenceGeneratorAdapter)ÚOpenAI)ÚSamplerÚ multinomialé)ÚregexÚsamplerÚreturncCs"t|ƒ\}}t|||ƒ}||_|S)aYGenerate structured data that can be parsed as a Python type. Parameters ---------- model: An instance of `Transformer` that represents a model from the `transformers` library. python_type: A Python type. The output of the generator must be parseable into this type. sampler: The sampling algorithm to use to generate token ids from the logits distribution. Returns ------- A `SequenceGenerator` instance that generates text constrained by the Python type and translates this text into the corresponding type. )rr Úformat_sequence)ÚmodelÚ python_typer Ú regex_strÚ format_fnÚ generator©rúL/home/ubuntu/.local/lib/python3.10/site-packages/outlines/generate/format.pyÚformat s  rcCstdƒ‚)NzkCannot use Python type-structured generation with an OpenAI model due to the limitations of the OpenAI API.)ÚNotImplementedError)r rr rrrÚ format_openai*sÿrN)Ú functoolsrÚoutlines.fsm.typesrÚoutlines.generate.apirÚoutlines.modelsrÚoutlines.samplersrrr rÚregisterrrrrrÚs    ÿÿ þ