{"categories":[{"label":"Monitoring","url":"https://skillfed.io/packages/category/system-monitoring"}],"enrichment":{"capability":"Adds OpenTelemetry tracing to Replicate API calls, capturing prompts, completions, and image generation requests as span attributes for observability and debugging.","skillfed_tags":["observability","replicate-api","llm-tracing"],"use_cases":["Debug Replicate model outputs and prompts by inspecting span attributes in your tracing backend.","Monitor LLM application behavior in production by exporting Replicate traces to Jaeger, Datadog, or similar.","Evaluate prompt quality and model performance by analyzing trace data over time.","Reduce trace verbosity and protect sensitive user data by disabling content logging in production.","Correlate Replicate API calls with other application spans for end-to-end request tracing."],"what_it_does":"This package hooks into the official Replicate Python library to automatically capture traces of your API calls. When you use Replicate to run models or generate images, the instrumentation records details like prompts, completions, and embeddings as OpenTelemetry span attributes, giving you visibility into what your application is sending and receiving.\n\nBy default, it logs all content to spans for debugging and quality evaluation. If that's a privacy concern\u2014because prompts may contain sensitive user data\u2014you can disable content logging by setting the environment variable TRACELOOP_TRACE_CONTENT to false, which reduces both privacy exposure and trace size. The package is designed to integrate seamlessly with existing OpenTelemetry observability stacks.","worth_installing":"Yes, if you use Replicate and already have OpenTelemetry infrastructure in place. The package is actively maintained, has no known vulnerabilities, and adds observability with minimal friction. Install it only if you need tracing; it requires Python 3.10+ and an OpenTelemetry SDK configured elsewhere in your application."},"id":"opentelemetry-instrumentation-replicate","links":{"html":"https://skillfed.io/packages/opentelemetry-instrumentation-replicate","md":"https://skillfed.io/packages/opentelemetry-instrumentation-replicate.md","pypi":"https://pypi.org/project/opentelemetry-instrumentation-replicate/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2026-08-10","license_spdx":"Apache-2.0","license_treatment":"permissive","name":"opentelemetry-instrumentation-replicate","python_support":"supports_current","summary":"OpenTelemetry Replicate instrumentation"},"popularity":{"monthly_downloads":6849634,"position":1833,"tier":"top_5000"},"security":{"n_vulnerabilities":0},"version":"0.62.3"}