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Integrating Agno with AgentOps

AgentOps provides automatic instrumentation for your Agno agents to track all operations including agent interactions, team coordination, tool usage, and workflow execution.

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Prerequisites

  1. Install AgentOps Ensure you have the AgentOps package installed: 
    pip install agentops
  2. Authentication Go to AgentOps and copy your API key 
    export AGENTOPS_API_KEY=<your-api-key>

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Logging Model Calls with AgentOps

This example demonstrates how to use AgentOps to log model calls. 
import agentops
from agno.agent import Agent
from agno.models.openai import OpenAIChat

# Initialize AgentOps
agentops.init()

# Create and run an agent
agent = Agent(model=OpenAIChat(id="gpt-4o"))
response = agent.run("Share a 2 sentence horror story")

# Print the response
print(response.content)

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Notes

  • Environment Variables: Ensure your environment variable is correctly set for the AgentOps API key.
  • Initialization: Call agentops.init() to initialize AgentOps.
  • AgentOps Docs: AgentOps Docs
Following these steps will integrate Agno with AgentOps, providing comprehensive logging and visualization for your AI agents’ model calls.