Overview

The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.

Repository activity

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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