All Tools
M
OtherFreemiumOpen Source
MLFLOW
The open-source AI engineering platform for agents, LLMs and models
Apache 2.0
ABOUT
Managing the complete AI and ML lifecycle across experiment tracking, model registry, deployment, prompt management, observability, and evaluation is challenging. MLflow solves this by providing a unified open-source platform that covers traditional machine learning, large language models, and AI agents end to end.
INSTALL
pip install mlflowINTEGRATION GUIDE
1. Trace and debug LLM agent behavior in production with OpenTelemetry-based observability
2. Evaluate model quality with 50+ built-in metrics and automated LLM judges
3. Manage and version prompts with full lineage tracking and optimization
4. Deploy AI agents to production endpoints via the Agent Server
5. Route LLM requests through a unified AI Gateway with rate limits and fallbacks
TAGS
machine-learningmlopsllmopsexperiment-trackingmodel-registryllmagentsopen-sourcepythonobservability