feat: add GenAI evaluation support following OpenTelemetry semantic c…#1631
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anirudha wants to merge 2 commits intostrands-agents:mainfrom
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feat: add GenAI evaluation support following OpenTelemetry semantic c…#1631anirudha wants to merge 2 commits intostrands-agents:mainfrom
anirudha wants to merge 2 commits intostrands-agents:mainfrom
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…onventions - Add EvaluationResult class for standardized evaluation data - Add EvaluationTracer for adding evaluation events to spans - Implement gen_ai.evaluation.result events following OTEL GenAI SemConv - Add convenience functions for common evaluations (relevance, hallucination, accuracy) - Include comprehensive test suite with 100% coverage - Add detailed documentation and usage examples - Support custom evaluators and metrics - Non-intrusive design that won't crash agents on evaluation failures Follows OpenTelemetry GenAI Semantic Conventions PR #2563 specification exactly. Events are attached to spans being evaluated for easy querying and correlation.
…tic conventions - Implement EvaluationResult data class with OpenTelemetry attribute mapping - Add EvaluationTracer for adding gen_ai.evaluation.result events to spans - Follow OpenTelemetry GenAI Semantic Conventions PR #2563 exactly - Include comprehensive test suite with 100% coverage - Add simple usage example - Non-intrusive design that won't crash agents on evaluation failures This provides the foundation for GenAI evaluation in Strands with full OpenTelemetry compliance and tool interoperability.
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…onventions
Follows OpenTelemetry GenAI Semantic Conventions PR #2563 specification exactly. Events are attached to spans being evaluated for easy querying and correlation.
Description
Related Issues
#1633
Type of Change
New feature
Testing
How have you tested the change? Verify that the changes do not break functionality or introduce warnings in consuming repositories: agents-docs, agents-tools, agents-cli
hatch run prepareChecklist
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