microsoft-agents-a365-observability-core 1.0.0.dev14

Telemetry, tracing, and monitoring components for AI agents

microsoft-agents-a365-observability-core

Telemetry, tracing, and monitoring components for AI agents built on OpenTelemetry. This package provides structured spans for agent invocation, tool execution, and LLM inference with context propagation and pluggable exporters.

Already using OpenTelemetry? This SDK detects an existing TracerProvider and adds its processors to it — your spans flow to your existing backend (Azure Monitor, OTLP collector, vendor exporter, etc.) and, when ENABLE_A365_OBSERVABILITY_EXPORTER is enabled with a configured token_resolver, also to the Agent 365 backend. See Integrating with existing OpenTelemetry for setup patterns and troubleshooting.

Installation

pip install microsoft-agents-a365-observability-core

Usage

For usage examples and detailed documentation, see the Observability documentation on Microsoft Learn.

Support

For issues, questions, or feedback:

• File issues in the GitHub Issues section
• See the main documentation for more information

Trademarks

Microsoft, Windows, Microsoft Azure and/or other Microsoft products and services referenced in the documentation may be either trademarks or registered trademarks of Microsoft in the United States and/or other countries. The licenses for this project do not grant you rights to use any Microsoft names, logos, or trademarks. Microsoft's general trademark guidelines can be found at http://go.microsoft.com/fwlink/?LinkID=254653.

License

Copyright (c) Microsoft Corporation. All rights reserved.

Licensed under the MIT License - see the LICENSE file for details.