{"categories":[{"label":"Monitoring","url":"https://skillfed.io/packages/category/system-monitoring/2"}],"enrichment":{"capability":"Automatically traces prompts, completions, and embeddings sent through the Google Generative AI library, exporting span data to OpenTelemetry collectors for observability and debugging.","skillfed_tags":["observability","llm-tracing","google-gemini"],"use_cases":["Debug Gemini API calls by inspecting prompts and completions in your observability backend","Monitor token usage and latency of generative AI requests in production applications","Correlate LLM traces with other application spans for end-to-end request tracing","Audit what data is being sent to and received from the Generative AI API","Evaluate model output quality by analyzing completions stored in trace attributes"],"what_it_does":"This package is an OpenTelemetry instrumentation layer that automatically captures telemetry from calls to the Google Generative AI library. When installed and initialized, it intercepts prompts, completions, and embeddings and exports them as OpenTelemetry spans, allowing you to observe and debug LLM application behavior through standard observability tools.\n\nBy default, it logs the full content of prompts and completions to span attributes for visibility into model inputs and outputs. This can be disabled via the TRACELOOP_TRACE_CONTENT environment variable if you need to protect sensitive user data or reduce trace size. The package depends on the core OpenTelemetry API and instrumentation framework, plus semantic convention libraries for AI workloads.","worth_installing":"Yes, if you are using the Google Generative AI library and need observability into LLM calls. The package is actively maintained, has no security vulnerabilities, and integrates cleanly with the OpenTelemetry ecosystem. Install it if you already have an OpenTelemetry collector or exporter configured; otherwise, set up observability infrastructure first."},"id":"opentelemetry-instrumentation-google-generativeai","links":{"html":"https://skillfed.io/packages/opentelemetry-instrumentation-google-generativeai","md":"https://skillfed.io/packages/opentelemetry-instrumentation-google-generativeai.md","pypi":"https://pypi.org/project/opentelemetry-instrumentation-google-generativeai/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2026-08-10","license_spdx":"Apache-2.0","license_treatment":"permissive","name":"opentelemetry-instrumentation-google-generativeai","python_support":"supports_current","summary":"OpenTelemetry Google Generative AI instrumentation"},"popularity":{"monthly_downloads":3093808,"position":2758,"tier":"top_5000"},"security":{"n_vulnerabilities":0},"version":"0.62.3"}