{"categories":[{"label":"Monitoring","url":"https://skillfed.io/packages/category/system-monitoring"}],"enrichment":{"capability":"Adds OpenTelemetry tracing to client-side calls to Marqo vector database, capturing traces of vector search and indexing operations.","skillfed_tags":["observability","vector-search","distributed-tracing"],"use_cases":["Monitor latency of vector search queries in production applications using OpenTelemetry backends.","Correlate Marqo database calls with upstream application traces for end-to-end observability.","Debug performance issues in vector indexing or search by inspecting detailed trace spans.","Track error rates and failure modes in Marqo operations across distributed systems.","Integrate Marqo observability into existing OpenTelemetry-based monitoring infrastructure."],"what_it_does":"This package is an OpenTelemetry instrumentation plugin that automatically captures traces from the official Marqo vector database client library. When installed and initialized, it intercepts client-side calls to Marqo and emits structured trace data compatible with any OpenTelemetry-compliant backend (Jaeger, Datadog, etc.), enabling visibility into vector search latency, indexing operations, and error rates.\n\nIt's designed for developers already using OpenTelemetry for observability who want to extend tracing coverage to their Marqo vector database interactions. The instrumentation is passive\u2014once initialized with a single method call, it requires no further code changes to the Marqo client usage itself.","worth_installing":"Yes, if you are already using OpenTelemetry and Marqo together. The package is actively maintained, has no known vulnerabilities, and adds tracing with minimal install friction. If you are not yet using OpenTelemetry, this package alone does not justify adopting it\u2014it is an instrumentation layer that requires an OpenTelemetry SDK and exporter already in place."},"id":"opentelemetry-instrumentation-marqo","links":{"html":"https://skillfed.io/packages/opentelemetry-instrumentation-marqo","md":"https://skillfed.io/packages/opentelemetry-instrumentation-marqo.md","pypi":"https://pypi.org/project/opentelemetry-instrumentation-marqo/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2026-08-10","license_spdx":"Apache-2.0","license_treatment":"permissive","name":"opentelemetry-instrumentation-marqo","python_support":"supports_current","summary":"OpenTelemetry Marqo instrumentation"},"popularity":{"monthly_downloads":6794113,"position":1848,"tier":"top_5000"},"security":{"n_vulnerabilities":0},"version":"0.62.3"}