mlflow

Workflow Systems / mlflow

mlflow

The open source developer platform to build AI agents and models with confidence. Enhance your AI applications with end-to-end tracking, observability, and evaluations, all in one integrated platform.

Last updated 31 Dec 2025
Release v3.8.1
Language Python
License Apache-2.0

Overview

The open source developer platform to build AI agents and models with confidence. Enhance your AI applications with end-to-end tracking, observability, and evaluations, all in one integrated platform.

Repository activity

Terminology Terminology below follows the definitions established by the Workflows Community Terminology.

Characteristics
Flow
Task
Iterative
Granularity
Executables
Coupling
Loose
Domain
Specific
Composition
Description
API
Abstraction
Intermediate
Modularity
Flat
Orchestration
Planning
Static
Execution
Runner
Data Management
Transport
Streaming
File-based
Storage
Shared
Distributed
Metadata Capture
Monitoring
Extensions