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TruLens is an open-source, OpenTelemetry-native platform for evaluating and tracing AI agents, providing end-to-end visibility into multi-turn conversations. It records per-step traces (latency, inputs, outputs, tokens, cost) and offers explainable scores to pinpoint exactly where an agent goes wrong and how to cut costs without sacrificing quality. It includes customizable judges and metrics, domain-adaptable rubrics, and tooling to instrument applications, enabling production-grade monitoring of AI agent stacks such as RAG workflows.
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rag triadspecializedexcellentgoodstrongreliablefaithfulnessbest
Excerpts where TruLens appeared in the AI's answer

TruLens: An open-source evaluation library that tracks the "triad" of RAG quality

TruLens: An open-source evaluation library that operationalizes the "RAG Triad".
Excerpts where TruLens appeared in the AI's answer

TruLens or Arize Phoenix — Best for production-trace telemetry and evaluation.

TruLens: A tool from TruEra that focuses on "RAG Triad" evaluation, providing automated testing for the relevance of retrieved contexts, which is directly tied to embedding performance.