Track and analyze your Smolagents AI agents with AgentOps
AgentOps provides seamless integration with Smolagents, HuggingFace’s lightweight framework for building AI agents. Monitor your agent workflows, tool usage, and execution traces automatically.
Smolagents is designed around several key concepts:
Install AgentOps and Smolagents, along with any additional dependencies:
Before using Smolagents with AgentOps, you need to set up your API keys:
Set these as environment variables or in a .env
file.
Then load them in your Python code:
Initialize AgentOps before creating your Smolagents to automatically track all agent interactions:
Complex multi-agent web browsing system
Convert natural language queries to SQL
Visit your AgentOps Dashboard to see detailed traces of your Smolagents executions, tool usage, and agent reasoning steps.
Track and analyze your Smolagents AI agents with AgentOps
AgentOps provides seamless integration with Smolagents, HuggingFace’s lightweight framework for building AI agents. Monitor your agent workflows, tool usage, and execution traces automatically.
Smolagents is designed around several key concepts:
Install AgentOps and Smolagents, along with any additional dependencies:
Before using Smolagents with AgentOps, you need to set up your API keys:
Set these as environment variables or in a .env
file.
Then load them in your Python code:
Initialize AgentOps before creating your Smolagents to automatically track all agent interactions:
Complex multi-agent web browsing system
Convert natural language queries to SQL
Visit your AgentOps Dashboard to see detailed traces of your Smolagents executions, tool usage, and agent reasoning steps.