OpenTelemetry instrumentation for AWS Bedrock runtime services providing automatic tracing, metrics, and event emission for AI model invocations

Convenience meta-package for OpenTelemetry Jaeger exporters that installs both gRPC and Thrift-based trace exporters.

OpenTelemetry Collector Exporters for sending telemetry data via OTLP protocol

OpenTelemetry Protocol Buffer encoding library for OTLP exporters

OpenTelemetry Python API providing core abstractions for distributed tracing, metrics collection, and context propagation

Python interface to OpenSlide for reading whole-slide images used in digital pathology

Cross-platform collection of software tools to support whole building energy modeling using EnergyPlus and advanced daylight analysis using Radiance

OpenSimplex noise generation function for 2D, 3D, and 4D gradient noise without patent issues or directional artifacts.

Python client for OpenSearch with comprehensive query DSL, document management, and cluster operations support

Reference OpenQASM AST in Python - contains the reference abstract syntax tree (AST) for representing OpenQASM 3 programs, tools to parse text into this AST, and tools to manipulate the AST

OpenInference instrumentation utilities for tracking application metadata such as sessions, users, and custom metadata using Python context managers

A comprehensive observability framework providing distributed tracing, metrics collection, and statistics gathering capabilities for Python applications.

OpenCensus Azure Monitor Exporter for telemetry data (logs, metrics, and traces) to Azure Monitor.

Investment research for everyone, anywhere.

Generate modern Python clients from OpenAPI 3.0 and 3.1 documents

Query, inspect and visualize ontologies encoded via RDF and OWL.

OpenAPI v3 parser that transforms specification documents into structured Python objects for programmatic access and manipulation

The official Python library for the openai API

Open Neural Network Exchange for AI model interoperability and machine learning frameworks

End-to-end Optical Music Recognition (OMR) system for transcribing musical notation from images into structured MusicXML format.