{"categories":[{"label":"Monitoring","url":"https://skillfed.io/packages/category/system-monitoring"}],"enrichment":{"capability":"Adds distributed tracing to Qdrant vector database client calls, capturing telemetry data for observability and debugging of vector search operations.","skillfed_tags":["observability","vector-database","tracing"],"use_cases":["Debug slow or failing vector search queries by examining trace spans and timing data.","Monitor Qdrant operations in production to detect performance regressions or bottlenecks.","Correlate Qdrant database calls with upstream application traces for end-to-end request visibility.","Collect metrics on vector database usage patterns and operation frequencies across services.","Troubleshoot integration issues between your application and Qdrant in distributed systems."],"what_it_does":"This package is an OpenTelemetry instrumentation plugin that automatically captures distributed traces from the official Qdrant client library. When installed and activated, it intercepts client-side calls to Qdrant and exports trace data (spans) to your configured OpenTelemetry backend, enabling visibility into vector database operations for debugging, performance analysis, and system monitoring.\n\nThe package integrates into the OpenTelemetry ecosystem and requires that you have an OpenTelemetry SDK and exporter already configured in your application. It adds no tracing logic itself\u2014it only bridges Qdrant calls into the tracing infrastructure you've already set up. This makes it a lightweight addition to applications that already use OpenTelemetry for observability.","worth_installing":"Yes, if you already use OpenTelemetry for observability and need visibility into Qdrant operations. The low install friction, active maintenance, permissive license, and zero known vulnerabilities make it a safe addition. Install only if you have an OpenTelemetry SDK and exporter configured; the instrumentation alone produces no output."},"id":"opentelemetry-instrumentation-qdrant","links":{"html":"https://skillfed.io/packages/opentelemetry-instrumentation-qdrant","md":"https://skillfed.io/packages/opentelemetry-instrumentation-qdrant.md","pypi":"https://pypi.org/project/opentelemetry-instrumentation-qdrant/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2026-08-10","license_spdx":"Apache-2.0","license_treatment":"permissive","name":"opentelemetry-instrumentation-qdrant","python_support":"supports_current","summary":"OpenTelemetry Qdrant instrumentation"},"popularity":{"monthly_downloads":6879902,"position":1823,"tier":"top_5000"},"security":{"n_vulnerabilities":0},"version":"0.62.3"}