MLflow vs ChromaDB

FeatureMLflowChromaDB
CategoryMLOpsData Tools
PricingFree (open-source)Free (open-source)
GitHub Stars19,00016,000
PlatformsLinux, macOS, WindowsLinux, macOS, Windows, Docker
Features
  • ✓ Experiment tracking
  • ✓ Model registry
  • ✓ Deployment
  • ✓ Projects
  • ✓ Recipes
  • ✓ Vector search
  • ✓ Embeddings
  • ✓ Python/JS SDK
  • ✓ Simple API
  • ✓ Local + cloud
Tags
mlopstrackingdeploymentopen-source
vector-dbembeddingsragopen-source