MLflow vs LangChain

FeatureMLflowLangChain
CategoryMLOpsAI Agent Frameworks
PricingFree (open-source)Free + LangSmith paid
GitHub Stars19,00098,000
PlatformsLinux, macOS, WindowsmacOS, Linux, Windows
Features
  • ✓ Experiment tracking
  • ✓ Model registry
  • ✓ Deployment
  • ✓ Projects
  • ✓ Recipes
  • ✓ Chain composition
  • ✓ RAG pipelines
  • ✓ Agent toolkits
  • ✓ Memory systems
  • ✓ Streaming
  • ✓ Multi-model
  • ✓ LangGraph
Tags
mlopstrackingdeploymentopen-source
open-sourceframeworkpythonjavascriptragchains