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AnoSys SDK for OpenAI Agents - Automatic instrumentation and logging for OpenAI Agents

Project description

AnoSys SDK for OpenAI Agents

License: Apache 2.0 Python

Automatically capture and send OpenAI Agents SDK traces to AnoSys for monitoring, analytics, and observability.

Features

Automatic Agent Tracing - Captures all agent runs, tool calls, and handoffs
TracingProcessor Integration - Native integration with OpenAI Agents SDK
Structured Span Data - Captures agent, function, guardrail, and generation spans
User Context Support - Associate traces with user sessions

Installation

pip install anosys-sdk-openai-agents

Quick Start

import os
from agents import Agent, Runner, set_tracing_processor
from anosys_sdk_openai_agents import AnosysOpenAIAgentsLogger

os.environ["OPENAI_API_KEY"] = "your-openai-key"
os.environ["ANOSYS_API_KEY"] = "your-anosys-key"

# Set up the tracing processor
set_tracing_processor(AnosysOpenAIAgentsLogger())

# Create and run an agent
agent = Agent(
    name="Assistant",
    instructions="You are a helpful assistant."
)

result = Runner.run_sync(agent, "Hello!")
print(result.final_output)

User Context

Associate traces with user sessions:

def get_user_context():
    return {
        "session_id": "user-123",
        "token": "auth-token"
    }

processor = AnosysOpenAIAgentsLogger(get_user_context=get_user_context)
set_tracing_processor(processor)

Span Types Captured

  • agent - Agent execution spans
  • function - Tool/function calls
  • generation - LLM generation calls
  • guardrail - Guardrail checks
  • handoff - Agent handoffs
  • response - Response spans
  • custom - Custom spans

Environment Variables

Variable Required Description
ANOSYS_API_KEY Yes Your AnoSys API key
OPENAI_API_KEY Yes Your OpenAI API key

License

Apache 2.0

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