Add judge and metrics modules (Phase 2)#3
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pratyush618 merged 1 commit intomainfrom Mar 12, 2026
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Implement the judge module with OpenAI and Anthropic LLM providers,
and 7 P0 evaluation metrics for end-to-end agent evaluation.
Judge module:
- JudgeConfig builder, HttpJudgeClient with exponential backoff retry
- JudgeResponseParser (JSON-first, regex-fallback score extraction)
- OpenAiJudgeModel (/v1/chat/completions, json_object mode)
- AnthropicJudgeModel (/v1/messages, x-api-key auth)
- JudgeModels static factory with env var API key resolution
- Unchecked exception hierarchy (JudgeException, RateLimit, Timeout)
Metrics module:
- LLMJudgeMetric abstract base with template method lifecycle
- PromptTemplate classpath loader with {{variable}} substitution
- 5 response metrics: AnswerRelevancy, Faithfulness, Correctness
(G-Eval), Hallucination, Toxicity
- 2 agent metrics: ToolSelectionAccuracy (deterministic F1/LCS),
TaskCompletion (LLM-as-judge)
- 6 prompt templates as classpath .txt resources
180 tests pass (71 core + 39 judge + 70 metrics), no API keys needed.
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Summary
LLMJudgeMetricabstract base class,PromptTemplateclasspath loader,JudgeModelsstatic factoryDetails
agenteval-judge (12 source files, 6 test files)
JudgeConfigbuilder with apiKey, model, baseUrl, timeout, maxRetries, temperatureHttpJudgeClientwith exponential backoff + jitter,Retry-Afterheader supportJudgeResponseParser: 3-tier score extraction (clean JSON → regex JSON block → bare score)OpenAiJudgeModel(POST /v1/chat/completions, json_object response format)AnthropicJudgeModel(POST /v1/messages, x-api-key + anthropic-version headers)JudgeModels.openai()/.anthropic()factory with env var API key resolutionJudgeException,JudgeRateLimitException,JudgeTimeoutExceptionagenteval-metrics (10 source files, 6 prompt templates, 9 test files)
LLMJudgeMetricabstract base with finalevaluate()template method lifecyclePromptTemplatewith classpath resource loading,{{variable}}substitution, caching.txtresourcesOther changes
Test plan
mvn clean installpasses — 180 tests (71 core + 39 judge + 70 metrics), 0 failuresJudgeModel— no API keys needed for CI-Werrorall passToolSelectionAccuracyMetricscoring with edge cases