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MLflow, Model Serving and Governance for Generative AI
MLflow for LLMs and agents, zero-downtime serving, Mosaic AI Gateway routing and Unity Catalog governance.
MLflow has evolved significantly to meet the unique requirements of generative AI applications. The platform builds on traditional machine learning tracking while adding specialized features for modern workflows.
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What's inside
6 sections- 1 Table of Contents
- 2 Professional MLflow Workflows for LLMs, RAG, and Agents
- 3 Zero-downtime Model Serving for Generative AI
- 4 Mosaic AI Gateway: Enterprise LLM Routing and Governance
- 5 End-to-end Governance and Lineage with Unity Catalog
- 6 General Summary
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