{"categories":[{"label":"Monitoring","url":"https://skillfed.io/packages/category/system-monitoring/2"}],"enrichment":{"capability":"Automatically captures and traces Voyage AI API calls (embeddings and reranking) using OpenTelemetry, recording operation names, model names, token usage, and embedding dimensions as structured telemetry data.","skillfed_tags":["observability","tracing","gen-ai"],"use_cases":["Monitor embedding generation latency and token usage across your RAG or semantic search pipeline","Debug reranking performance by tracing query and document processing through OpenTelemetry","Export Voyage AI operation traces to a centralized observability platform for cost and performance analysis","Correlate Voyage AI calls with upstream application traces using OpenTelemetry context propagation","Audit which models and operations are being called in production for compliance or billing purposes"],"what_it_does":"This package is an OpenTelemetry instrumentation plugin that automatically intercepts and records Voyage AI API calls\u2014both embeddings and reranking operations\u2014without requiring code changes to your Voyage AI client usage. It captures structured telemetry following OpenTelemetry's GenAI semantic conventions, recording the operation type, model name, token counts, and embedding dimensions as spans that can be exported to any OpenTelemetry-compatible backend (Jaeger, Datadog, New Relic, etc.).\n\nThe instrumentation works by wrapping Voyage AI client methods at import time. Once activated with a single call to `VoyageAIInstrumentor().instrument()`, all subsequent Voyage AI operations are traced automatically. It depends on four OpenTelemetry packages (api, instrumentation, and two semantic convention libraries) and requires Python 3.10 or later. The package is actively maintained and carries no known security vulnerabilities.","worth_installing":"Yes, if you are already using OpenTelemetry in your application and need visibility into Voyage AI API calls. The low install friction, active maintenance, permissive license, and zero known vulnerabilities make it a straightforward addition to any observability stack. Install only if you have an OpenTelemetry exporter configured; the instrumentation alone produces no output."},"id":"opentelemetry-instrumentation-voyageai","links":{"html":"https://skillfed.io/packages/opentelemetry-instrumentation-voyageai","md":"https://skillfed.io/packages/opentelemetry-instrumentation-voyageai.md","pypi":"https://pypi.org/project/opentelemetry-instrumentation-voyageai/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2026-08-10","license_spdx":"Apache-2.0","license_treatment":"permissive","name":"opentelemetry-instrumentation-voyageai","python_support":"supports_current","summary":"OpenTelemetry Voyage AI instrumentation"},"popularity":{"monthly_downloads":2117068,"position":3283,"tier":"top_5000"},"security":{"n_vulnerabilities":0},"version":"0.62.3"}