Hierarchy For All Packages

Package Hierarchies:

• com.tnsai.evaluation,
• com.tnsai.evaluation.autoharness,
• com.tnsai.evaluation.benchmark,
• com.tnsai.evaluation.bridge,
• com.tnsai.evaluation.evaluators,
• com.tnsai.evaluation.evaluators.agent,
• com.tnsai.evaluation.evaluators.geval,
• com.tnsai.evaluation.evaluators.multiturn,
• com.tnsai.evaluation.evaluators.rag,
• com.tnsai.evaluation.evaluators.safety,
• com.tnsai.evaluation.junit,
• com.tnsai.evaluation.model,
• com.tnsai.evaluation.rag.embedding,
• com.tnsai.evaluation.reporting,
• com.tnsai.evaluation.spi,
• com.tnsai.evaluation.util

Class Hierarchy

• java.lang.Object
  • com.tnsai.evaluation.evaluators.AbstractJudgeEvaluator (implements com.tnsai.evaluation.spi.Evaluator)
    • com.tnsai.evaluation.evaluators.rag.AnswerRelevancyEvaluator
    • com.tnsai.evaluation.evaluators.safety.BiasEvaluator
    • com.tnsai.evaluation.evaluators.rag.ContextualRecallEvaluator
    • com.tnsai.evaluation.evaluators.multiturn.ConversationCompletenessEvaluator
    • com.tnsai.evaluation.evaluators.rag.FaithfulnessEvaluator
    • com.tnsai.evaluation.evaluators.safety.HallucinationEvaluator
    • com.tnsai.evaluation.evaluators.multiturn.KnowledgeRetentionEvaluator
    • com.tnsai.evaluation.evaluators.agent.PlanAdherenceEvaluator
    • com.tnsai.evaluation.evaluators.agent.TaskCompletionEvaluator
    • com.tnsai.evaluation.evaluators.agent.ToolCorrectnessEvaluator
    • com.tnsai.evaluation.evaluators.safety.ToxicityEvaluator
    • com.tnsai.evaluation.evaluators.multiturn.TurnRelevancyEvaluator
  • com.tnsai.evaluation.autoharness.AutoHarnessLoop
  • com.tnsai.evaluation.autoharness.AutoHarnessLoop.Builder
  • com.tnsai.evaluation.benchmark.BaselineStore
  • com.tnsai.evaluation.benchmark.BenchmarkRunner
  • com.tnsai.evaluation.benchmark.BenchmarkRunner.Builder
  • com.tnsai.evaluation.evaluators.rag.ContextualPrecisionEvaluator (implements com.tnsai.evaluation.spi.Evaluator)
  • com.tnsai.evaluation.evaluators.CostEfficiencyEvaluator (implements com.tnsai.evaluation.spi.Evaluator)
  • com.tnsai.evaluation.autoharness.DefaultEvalCaseGenerator (implements com.tnsai.evaluation.autoharness.EvalCaseGenerator)
  • com.tnsai.evaluation.autoharness.DefaultFailureMiner (implements com.tnsai.evaluation.autoharness.FailureMiner)
  • com.tnsai.evaluation.rag.embedding.EmbeddingBenchCorpus
  • com.tnsai.evaluation.rag.embedding.EmbeddingBenchRecommendation
  • com.tnsai.evaluation.rag.embedding.EmbeddingBenchReport
  • com.tnsai.evaluation.rag.embedding.EmbeddingBenchRunner
  • com.tnsai.evaluation.junit.EvalAssert
  • com.tnsai.evaluation.junit.EvalAssert.EvalAssertion
  • com.tnsai.evaluation.junit.EvalExtension (implements org.junit.jupiter.api.extension.ParameterResolver, org.junit.jupiter.api.extension.TestTemplateInvocationContextProvider)
  • com.tnsai.evaluation.bridge.EvalSpanAnnotator
  • com.tnsai.evaluation.reporting.EvaluationReport
  • com.tnsai.evaluation.spi.Evaluator.EvaluationInput.Builder
  • com.tnsai.evaluation.evaluators.geval.GEvalEvaluator (implements com.tnsai.evaluation.spi.Evaluator)
  • com.tnsai.evaluation.evaluators.InstructionFollowingEvaluator (implements com.tnsai.evaluation.spi.Evaluator)
  • com.tnsai.evaluation.evaluators.JsonCorrectnessEvaluator (implements com.tnsai.evaluation.spi.Evaluator)
  • com.tnsai.evaluation.rag.embedding.OllamaEmbeddingFunction (implements com.tnsai.memory.advanced.EmbeddingFunction)
  • com.tnsai.evaluation.evaluators.safety.PIILeakageEvaluator (implements com.tnsai.evaluation.spi.Evaluator)
  • com.tnsai.evaluation.reporting.QualityGate
  • com.tnsai.evaluation.model.QualityGateConfig.Builder
  • com.tnsai.evaluation.autoharness.RegressionGate
  • com.tnsai.evaluation.evaluators.ResponseQualityEvaluator (implements com.tnsai.evaluation.spi.Evaluator)
  • com.tnsai.evaluation.util.SequenceUtils
  • com.tnsai.evaluation.autoharness.SimpleFailureClusterer (implements com.tnsai.evaluation.autoharness.FailureClusterer)
  • com.tnsai.evaluation.benchmark.StatisticalAnalyzer
  • com.tnsai.evaluation.evaluators.agent.StepEfficiencyEvaluator (implements com.tnsai.evaluation.spi.Evaluator)
  • com.tnsai.evaluation.rag.embedding.TokenBagEmbeddingFunction (implements com.tnsai.memory.advanced.EmbeddingFunction)
  • com.tnsai.evaluation.evaluators.ToolSelectionEvaluator (implements com.tnsai.evaluation.spi.Evaluator)
  • com.tnsai.evaluation.bridge.TraceEvalBridge
  • com.tnsai.evaluation.bridge.TraceEvalBridge.Builder
  • com.tnsai.evaluation.bridge.TraceToEvalAdapter
  • com.tnsai.evaluation.reporting.TrendAnalyzer

Interface Hierarchy

• com.tnsai.evaluation.autoharness.EvalCaseGenerator
• com.tnsai.evaluation.spi.Evaluator
• com.tnsai.evaluation.autoharness.FailureClusterer
• com.tnsai.evaluation.autoharness.FailureMiner
• com.tnsai.evaluation.evaluators.geval.LLMJudge

Annotation Interface Hierarchy

• com.tnsai.evaluation.junit.EvalTest (implements java.lang.annotation.Annotation)

Enum Class Hierarchy

• java.lang.Object
  • java.lang.Enum<E> (implements java.lang.Comparable<T>, java.lang.constant.Constable, java.io.Serializable)
    • com.tnsai.evaluation.rag.embedding.EmbeddingBenchSlice
    • com.tnsai.evaluation.evaluators.safety.PIILeakageEvaluator.Category
    • com.tnsai.evaluation.reporting.TrendAnalyzer.Direction

Record Class Hierarchy

• java.lang.Object
  • java.lang.Record
    • com.tnsai.evaluation.autoharness.AutoHarnessLoop.LoopResult
    • com.tnsai.evaluation.model.Baseline
    • com.tnsai.evaluation.model.BenchmarkResult
    • com.tnsai.evaluation.model.BenchmarkResult.TestCaseResult
    • com.tnsai.evaluation.benchmark.BenchmarkRunner.AgentOutput
    • com.tnsai.evaluation.rag.embedding.EmbeddingBenchModel
    • com.tnsai.evaluation.rag.embedding.EmbeddingBenchModelScore
    • com.tnsai.evaluation.rag.embedding.EmbeddingBenchPair
    • com.tnsai.evaluation.rag.embedding.EmbeddingBenchRecommendation.Decision
    • com.tnsai.evaluation.rag.embedding.EmbeddingBenchSliceScore
    • com.tnsai.evaluation.autoharness.EvalCase
    • com.tnsai.evaluation.model.EvaluationResult
    • com.tnsai.evaluation.spi.Evaluator.EvaluationInput
    • com.tnsai.evaluation.autoharness.FailureCluster
    • com.tnsai.evaluation.autoharness.FailureRecord
    • com.tnsai.evaluation.reporting.QualityGate.Verdict
    • com.tnsai.evaluation.model.QualityGateConfig
    • com.tnsai.evaluation.autoharness.RegressionGate.GateResult
    • com.tnsai.evaluation.benchmark.StatisticalAnalyzer.Stats
    • com.tnsai.evaluation.model.TestCase
    • com.tnsai.evaluation.model.TestDataset
    • com.tnsai.evaluation.bridge.TraceEvalBridge.FailedEvaluation
    • com.tnsai.evaluation.reporting.TrendAnalyzer.MetricTrend
    • com.tnsai.evaluation.reporting.TrendAnalyzer.TrendReport