MLflow Prompt Registry
The prompt registration and version management component of MLflow, supporting prompt versioning, an alias mechanism and binding to evaluation metrics.
Timeline (last 90 days)
MLflow Prompt Registry treats prompts as first-class engineering artifacts, recording their versions, change contents, and associated evaluation results.
In MLflow Prompt Registry, each registration generates an immutable version number and supports an alias mechanism, such as marking an evaluated and validated version as production and an experimental version as staging.
By combining ai_extract's schema definitions with MLflow Prompt Registry's version management, the extraction workflow can shift from "change code—eyeball check—go live" to a closed loop of "change configuration—automatic evaluation—compare metrics—decide whether to go live".
All Facts (3)
MLflow Prompt Registry treats prompts as first-class engineering artifacts, recording their versions, change contents, and associated evaluation results.
50%UnverifiedIn MLflow Prompt Registry, each registration generates an immutable version number and supports an alias mechanism, such as marking an evaluated and validated version as production and an experimental version as staging.
50%UnverifiedBy combining ai_extract's schema definitions with MLflow Prompt Registry's version management, the extraction workflow can shift from "change code—eyeball check—go live" to a closed loop of "change configuration—automatic evaluation—compare metrics—decide whether to go live".
50%