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Evaluator

Struct Evaluator 

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pub struct Evaluator { /* private fields */ }
Available on crate feature eval only.
Expand description

The main evaluator struct

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impl Evaluator

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pub fn new(config: EvaluationConfig) -> Evaluator

Create a new evaluator with default configuration

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pub fn with_llm_judge( config: EvaluationConfig, judge_model: Arc<dyn Llm>, ) -> Evaluator

Create an evaluator with an LLM judge for semantic matching and rubric evaluation

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pub fn set_llm_judge(&mut self, judge_model: Arc<dyn Llm>)

Set the LLM judge model

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pub fn has_llm_judge(&self) -> bool

Check if LLM judge is available

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pub async fn evaluate_file( &self, agent: Arc<dyn Agent>, path: impl AsRef<Path>, ) -> Result<EvaluationReport, EvalError>

Evaluate a test file against an agent

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pub async fn evaluate_test_file( &self, agent: Arc<dyn Agent>, test_file: &TestFile, ) -> Result<EvaluationReport, EvalError>

Evaluate a TestFile struct

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pub async fn evaluate_case( &self, agent: Arc<dyn Agent>, eval_case: &EvalCase, ) -> Result<EvaluationResult, EvalError>

Evaluate a single test case

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pub async fn evaluate_cases_parallel( &self, agent: Arc<dyn Agent>, cases: &[EvalCase], concurrency: usize, ) -> Vec<Result<EvaluationResult, EvalError>>

Evaluate multiple test cases in parallel

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pub async fn evaluate_directory( &self, agent: Arc<dyn Agent>, dir: impl AsRef<Path>, ) -> Result<Vec<EvaluationReport>, EvalError>

Evaluate a directory of test files

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impl Default for Evaluator

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fn default() -> Evaluator

Returns the “default value” for a type. Read more

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impl<T> Any for T
where T: 'static + ?Sized,

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fn from(t: T) -> T

Returns the argument unchanged.

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fn with_context(self, otel_cx: Context) -> WithContext<Self>

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