{"categories":[{"label":"Monitoring","url":"https://skillfed.io/packages/category/system-monitoring/3"}],"enrichment":{"capability":"Automatically instruments Google GenAI SDK calls to emit OpenTelemetry-compatible traces for observability and debugging.","skillfed_tags":["observability","genai-instrumentation","opentelemetry"],"use_cases":["Monitor and debug individual GenAI API calls in production applications to understand latency and failure modes.","Collect structured traces of multi-turn conversations to analyze model behavior and response quality.","Integrate GenAI observability into existing OpenTelemetry-based monitoring stacks without custom instrumentation.","Track session metadata and custom spans across GenAI calls for end-to-end request tracing.","Audit GenAI usage patterns and costs by analyzing invocation traces in a centralized collector."],"what_it_does":"This package wraps Google GenAI SDK calls to emit structured traces compatible with OpenTelemetry, enabling you to observe and debug generative AI workloads. It hooks into the SDK's generate_content method and captures invocation details and message parsing, sending them to any OpenTelemetry collector\u2014such as Arize Phoenix or Arize AX\u2014for visualization and analysis.\n\nThe instrumentation is designed to integrate seamlessly into existing OpenTelemetry pipelines. You configure a TracerProvider with a span exporter, call the GoogleGenAIInstrumentor's instrument method, and all subsequent GenAI calls are automatically traced. The package is marked Production/Stable and actively maintained, though tool definition capture remains a work-in-progress feature.","worth_installing":"Yes. The package is actively maintained, has low install friction, carries a permissive license, and solves a concrete observability gap for Google GenAI users. It integrates cleanly into standard OpenTelemetry pipelines and is marked Production/Stable. The incomplete tool definition capture is a minor limitation unlikely to block most use cases."},"id":"openinference-instrumentation-google-genai","links":{"html":"https://skillfed.io/packages/openinference-instrumentation-google-genai","md":"https://skillfed.io/packages/openinference-instrumentation-google-genai.md","pypi":"https://pypi.org/project/openinference-instrumentation-google-genai/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2026-08-07","license_spdx":"Apache-2.0","license_treatment":"permissive","name":"openinference-instrumentation-google-genai","python_support":"supports_current","summary":"OpenInference Google GenAI Instrumentation"},"popularity":{"monthly_downloads":652673,"position":5543,"tier":"top_15000"},"security":{"n_vulnerabilities":0},"version":"1.4.0"}