Monitor Token Usage, Latency, And Retrieval Spans

OpenInference is an OpenTelemetry-based spec plus Python/JS/Java instrumentation packages that trace LLM and agent calls. It emits standardized spans for models, tools, retrievals, and MCP, exportable to any OTel-compatible backend such as Arize Phoenix.

AI Tools | Python · observability · tracing