{"categories":[{"label":"Monitoring","url":"https://skillfed.io/packages/category/system-monitoring"}],"enrichment":{"capability":"Adds distributed tracing to AWS Bedrock API calls made through Boto3, capturing prompts, completions, and embeddings as span attributes for observability and debugging.","skillfed_tags":["observability","llm-tracing","aws-bedrock"],"use_cases":["Debug LLM application behavior by inspecting actual prompts and completions sent to Bedrock models.","Monitor Bedrock API usage patterns and latency across your distributed system using OpenTelemetry exporters.","Evaluate output quality by correlating trace data with application metrics and user feedback.","Audit sensitive data flow in production by selectively disabling content logging while keeping call metadata.","Integrate Bedrock observability into existing OpenTelemetry deployments without additional instrumentation code."],"what_it_does":"This package integrates OpenTelemetry tracing into AWS Bedrock API calls made via Boto3, automatically capturing request and response data as distributed trace spans. It lets you observe what prompts and completions flow through your LLM application, making it easier to debug issues and evaluate output quality.\n\nBy default, the instrumentation logs full prompt and completion text to span attributes, which provides visibility but may expose sensitive user data. You can disable this logging by setting the TRACELOOP_TRACE_CONTENT environment variable to false to reduce trace size or protect privacy. The package depends on the OpenTelemetry API, instrumentation framework, and semantic conventions libraries.","worth_installing":"Yes, if you use Bedrock with Boto3 and have an OpenTelemetry deployment in place. The package is actively maintained, has no known vulnerabilities, and low install friction. Be aware that it logs sensitive prompt/completion data by default\u2014set TRACELOOP_TRACE_CONTENT=false if privacy is a concern."},"id":"opentelemetry-instrumentation-bedrock","links":{"html":"https://skillfed.io/packages/opentelemetry-instrumentation-bedrock","md":"https://skillfed.io/packages/opentelemetry-instrumentation-bedrock.md","pypi":"https://pypi.org/project/opentelemetry-instrumentation-bedrock/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2026-08-10","license_spdx":"Apache-2.0","license_treatment":"permissive","name":"opentelemetry-instrumentation-bedrock","python_support":"supports_current","summary":"OpenTelemetry Bedrock instrumentation"},"popularity":{"monthly_downloads":7113843,"position":1784,"tier":"top_5000"},"security":{"n_vulnerabilities":0},"version":"0.62.3"}