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OpenInference

Observability · Open source

OpenTelemetry semantic conventions and instrumentation packages for tracing LLM calls, agent steps, tool use, and retrieval workloads.

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Traceloop OpenLLMetry

Observability· traceloop.com

Open source

OpenTelemetry-based open-source instrumentation for tracing, monitoring, and debugging LLM applications across frameworks and providers.

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Phoenix

Observability· arize.com

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Open source AI observability and evaluation platform for tracing LLM applications, running evals, and debugging agent behavior with OpenTelemetry.

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