{"library":"openinference-instrumentation","type":"library","category":null,"description":"OpenInference Instrumentation provides Python utilities for collecting traces from AI/ML applications, extending OpenTelemetry to offer detailed observability for LLMs and related frameworks. It integrates with any OpenTelemetry-compatible backend like Arize Phoenix or Langfuse. The current version is 0.1.46 and the project maintains an active release cadence, with frequent updates across its various framework-specific sub-packages.","language":"python","status":"active","version":"0.1.46","tags":["observability","LLM","tracing","OpenTelemetry","AI","ML","instrumentation"],"install":[{"cmd":"pip install openinference-instrumentation openinference-instrumentation-openai openai opentelemetry-sdk opentelemetry-exporter-otlp","imports":["from openinference.instrumentation.span_data import using_session","from openinference.instrumentation.span_data import using_user","from openinference.instrumentation.span_data import using_metadata","from openinference.instrumentation.openai import OpenAIInstrumentor"]},{"cmd":"pip install openinference-instrumentation # For core utilities like context managers","imports":[]}],"homepage":"https://openinference.com","github":"https://github.com/Arize-ai/openinference","docs":null,"changelog":null,"pypi":"https://pypi.org/project/openinference-instrumentation/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":75,"avg_install_s":8.7,"avg_import_s":null,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/openinference-instrumentation/compatibility"},"provenance":{"verified_status":"install_fail","verified_at":"Sun Jun 28","last_verified":"Sun Jun 28","next_check":"Sun Jul 05","install_tag":null}}