MLflow vs Smolagents

FeatureMLflowSmolagents
CategoryMLOpsAI Agent Frameworks
PricingFree (open-source)Free (open-source)
GitHub Stars19,00015,000
PlatformsLinux, macOS, WindowsLinux, macOS, Windows
Features
  • ✓ Experiment tracking
  • ✓ Model registry
  • ✓ Deployment
  • ✓ Projects
  • ✓ Recipes
  • ✓ Code agents
  • ✓ Tool calling
  • ✓ Multi-model
  • ✓ Lightweight
  • ✓ Hub integration
Tags
mlopstrackingdeploymentopen-source
agentshuggingfacelightweightpython