Registry / llm-agents / microsoft-agents-a365-runtime

microsoft-agents-a365-runtime

library1.0.0pypypiunverified

Telemetry, tracing, and monitoring components for AI agents built with the Microsoft Agents framework. Part of the Agent365 ecosystem, this runtime enables observability for agent workloads. Current version 1.0.0, supports Python >=3.11.

llm-agents observability ai-ml

pip install microsoft-agents-a365-runtime

github ↗package ↗homepage ↗docs ↗

INSTALL

IMPORT

SIG · MICROSOFT-AGENTS-A

microsoft-agents-a365-runtime

llm-agentspythonv1.0.0

harness data pending

Install & Compatibility

Where this runs

No compatibility data collected yet for this library.

Code

Verified usage

Verified import paths — ran on the pinned version, not inferred.

AgentRuntime

✓ from microsoft_agents_a365 import AgentRuntime

✗ from microsoft.agents.a365.runtime import AgentRuntime

Initialize the runtime with optional telemetry from an Application Insights connection string.

import os from microsoft.agents.a365.runtime import AgentRuntime from microsoft.agents.a365.runtime.telemetry import enable_telemetry # Enable telemetry (requires connection string) connection_string = os.environ.get('APPLICATIONINSIGHTS_CONNECTION_STRING', '') if connection_string: enable_telemetry(connection_string) # Create runtime runtime = AgentRuntime() print(f"Agent runtime created: {runtime}")

Debug

Known issues

breakingPython 3.11 minimum: The library requires Python >=3.11. Running on older versions will raise an ImportError.

fix

Upgrade to Python 3.11 or later.

affects: all

gotchaEnable telemetry requires Application Insights connection string set in environment or code; otherwise, runtime runs without tracing.

fix

Set APPLICATIONINSIGHTS_CONNECTION_STRING environment variable before calling enable_telemetry().

affects: all

deprecatedDirect import from 'microsoft_agents' (underscore) is deprecated; use 'microsoft.agents' (dotted) path.

fix

Change from 'from microsoft_agents...' to 'from microsoft.agents...'.

affects: >=1.0.0

Upgrade

Version history

1.0.0latest on PyPI · released May 1, 2026

Audit

Dependencies

opentelemetry-apirequiredCore dependency for tracing and metrics

opentelemetry-sdkrequiredRequired for exporting telemetry data

azure-monitor-opentelemetry-exporteroptionalExport telemetry to Azure Monitor (optional)

Agent activity

33 hits · last 30 days

node

OpenAI (training)

Resources

githubhttps://github.com/microsoft/Agent365-python ↗

packagehttps://pypi.org/project/microsoft-agents-a365-runtime/ ↗

homepagehttps://microsoft.com ↗

docshttps://github.com/microsoft/Agent365-python/tree/main/libraries/microsoft-agents-a365-runtime ↗