open-telemetry · nagkumar91 · Sep 25, 2025 · Sep 25, 2025 · Sep 26, 2025 · Sep 26, 2025
@@ -3,6 +3,7 @@
 | --------------- | ------------------ | --------------- | -------------- |
 | [opentelemetry-instrumentation-google-genai](./opentelemetry-instrumentation-google-genai) | google-genai >= 1.0.0 | No | development
 | [opentelemetry-instrumentation-langchain](./opentelemetry-instrumentation-langchain) | langchain >= 0.3.21 | No | development
+| [opentelemetry-instrumentation-openai-agents](./opentelemetry-instrumentation-openai-agents) | openai-agent >= 0.1.0 | Yes | development
 | [opentelemetry-instrumentation-openai-v2](./opentelemetry-instrumentation-openai-v2) | openai >= 1.26.0 | Yes | development
 | [opentelemetry-instrumentation-vertexai](./opentelemetry-instrumentation-vertexai) | google-cloud-aiplatform >= 1.64 | No | development
 | [opentelemetry-instrumentation-weaviate](./opentelemetry-instrumentation-weaviate) | weaviate-client >= 3.0.0,<5.0.0 | No | development
@@ -0,0 +1,2 @@
+examples/.env
+examples/openai_agents_multi_agent_travel/.env
@@ -0,0 +1,17 @@
+# Changelog
+
+## Unreleased
+
+### Added
+
+- Initial implementation of OpenAI Agents instrumentation ([#3762](https://github.com/open-telemetry/opentelemetry-python-contrib/pull/3762))
+
+### Changed
+
+### Deprecated
+
+### Removed
+
+### Fixed
+
+### Security
@@ -0,0 +1,201 @@
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@@ -0,0 +1,56 @@
+OpenTelemetry OpenAI Agents Instrumentation
+===========================================
+
+|pypi|
+
+.. |pypi| image:: https://badge.fury.io/py/opentelemetry-instrumentation-openai-agents.svg
+   :target: https://pypi.org/project/opentelemetry-instrumentation-openai-agents/
+
+This library instruments the `OpenAI Agents framework <https://openai.github.io/openai-agents-python/>`_
+to trace requests and log messages flowing through agents. It also captures operation duration and
+token usage as metrics.
+
+Installation
+------------
+
+::
+
+    pip install opentelemetry-instrumentation-openai-agents
+
+Dependency note
+---------------
+
+This instrumentation integrates with the OpenAI Agents framework via the
+`openai-agents <https://pypi.org/project/openai-agents/>`_ package. Ensure
+``openai-agents>=0.3.2`` is installed in environments where agent events are
+emitted; otherwise, the instrumentor will load but skip processor setup.
+
+Usage
+-----
+
+.. code:: python
+
+    from openai import OpenAI
+    from opentelemetry.instrumentation.openai_agents import OpenAIAgentsInstrumentor
+
+    OpenAIAgentsInstrumentor().instrument()
+
+    # Your OpenAI agents code here
+    client = OpenAI()
+
+API
+---
+
+The `opentelemetry-instrumentation-openai-agents` package provides automatic instrumentation for the OpenAI Agents framework.
+
+Configuration
+--------------
+
+This instrumentation captures content, metrics, and events by default with no additional configuration required.
+If you are installing and setting up this tracing library, the assumption is you want full capture.
+
+References
+----------
+
+* `OpenTelemetry Project <https://opentelemetry.io/>`_
+* `OpenAI Python API Library <https://pypi.org/project/openai/>`_
@@ -0,0 +1,31 @@
+# OpenAI Agents Instrumentation Configuration Example
+# ===================================================
+
+# Copy this file to your project and modify as needed
+# Set these environment variables to configure the instrumentation
+
+# Enable/disable content capture (request/response bodies)
+# Default: false
+
+# Standard OpenTelemetry configuration
+# Set your service name
+OTEL_SERVICE_NAME=my-openai-agents-service
+
+# Set your service version
+OTEL_SERVICE_VERSION=1.0.0
+
+# Set your resource attributes
+OTEL_RESOURCE_ATTRIBUTES=service.name=my-openai-agents-service,service.version=1.0.0
+
+# Configure exporters (example for OTLP)
+# OTEL_EXPORTER_OTLP_ENDPOINT=http://localhost:4317
+# OTEL_EXPORTER_OTLP_HEADERS=api-key=your-api-key
+
+# Configure trace exporters
+# OTEL_TRACES_EXPORTER=otlp
+
+# Configure metrics exporters
+# OTEL_METRICS_EXPORTER=otlp
+
+# Configure logs exporters
+# OTEL_LOGS_EXPORTER=otlp
@@ -0,0 +1,60 @@
+# OpenAI Agents Instrumentation Examples
+
+This directory contains examples of how to use the OpenAI Agents instrumentation.
+
+## Files
+
+- `quickstart.py` - Minimal OpenTelemetry setup and OpenAI chat sample.
+- `basic_usage.py` - Tool-calling airline demo (no Azure Monitor).
+- `mcp_hotel_capture_all.py` - MCP HTTP hotel finder sample (no Azure Monitor).
+- `enhanced_travel_planner.py` - Complex orchestration travel planner (console exporter).
+- `trace_collectors.py` - Showcase of Console, OTLP gRPC/HTTP, and Azure Monitor exporters.
+- `.env.example` - Example environment variables configuration.
+
+## Basic Usage
+
+1. Install the package:
+   ```bash
+   pip install opentelemetry-instrumentation-openai-agents
+   ```
+
+2. Set up your environment variables (copy `.env.example` to `.env` and modify as needed):
+   ```bash
+   cp .env.example .env
+   ```
+
+3. Run the basic example:
+   ```bash
+   python examples/quickstart.py
+   ```
+
+## Configuration
+
+Content, metrics, and events are captured by default.
+
+## Integration with Agent Frameworks
+
+This instrumentation is designed to work with OpenAI-based agent frameworks. Common use cases include:
+
+- Multi-agent systems
+- Conversational AI applications
+- Automated reasoning systems
+- Task-oriented agents
+
+## Observability Features
+
+The instrumentation provides:
+
+- **Distributed tracing** - Track requests across agent interactions
+- **Metrics collection** - Monitor token usage, latency, and error rates
+- **Content capture** - Optional logging of request/response content
+- **Error tracking** - Automatic error status recording
+
+## Security Considerations
+
+When enabling content capture, be aware that:
+
+- Request and response content may contain sensitive information
+- Content is included in telemetry data
+- Ensure your telemetry backend has appropriate security measures
+- Consider data retention policies for captured content
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		examples/.env
		examples/openai_agents_multi_agent_travel/.env