@arizeai/phoenix-mcp

Evals =============== .. contents:: :local: LLM Interfaces ------------------ LLM ~~~~~~~~~~~ .. autoclass:: phoenix.evals.llm.LLM :members: :show-inheritance: Prompt Template ~~~~~~~~~~~~~~~ .. autoclass:: phoenix.evals.templating.Template :members: :show-inheritance: Evaluator Abstractions ---------------------- Evaluator Base ~~~~~~~~~~~~~~ .. autoclass:: phoenix.evals.Evaluator :members: :show-inheritance: LLMEvaluator ~~~~~~~~~~~~ .. autoclass:: phoenix.evals.LLMEvaluator :members: :show-inheritance: ClassificationEvaluator ~~~~~~~~~~~~~~~~~~~~~~~~ .. autoclass:: phoenix.evals.ClassificationEvaluator :members: :show-inheritance: Core Functions -------------- create_evaluator ~~~~~~~~~~~~~~~~ .. autofunction:: phoenix.evals.create_evaluator create_classifier ~~~~~~~~~~~~~~~~~ .. autofunction:: phoenix.evals.create_classifier bind_evaluator ~~~~~~~~~~~~~~ .. autofunction:: phoenix.evals.bind_evaluator evaluate_dataframe ~~~~~~~~~~~~~~~~~~ .. autofunction:: phoenix.evals.evaluators.evaluate_dataframe async_evaluate_dataframe ~~~~~~~~~~~~~~~~~~~~~~~~ .. autofunction:: phoenix.evals.evaluators.async_evaluate_dataframe Score ----- Score ~~~~~~ .. autoclass:: phoenix.evals.Score :members: :exclude-members: name, score, label, explanation, metadata, source, direction :show-inheritance: Built-in Metrics ------------------ .. automodule:: phoenix.evals.metrics :members: Utilities --------- .. automodule:: phoenix.evals.utils :members: :exclude-members: InputMappingType, download_benchmark_dataset, emoji_guard, openai_function_call_kwargs, parse_openai_function_call, printif