SuperDuperDB / superduperdb

🔮 SuperDuperDB: Bring AI to your database! Build, deploy and manage any AI application directly with your existing data infrastructure, without moving your data. Including streaming inference, scalable model training and vector search.
https://superduperdb.com
Apache License 2.0
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[COMP-UPDATE] Graceful and intelligent component updates #2211

Open blythed opened 1 week ago

blythed commented 1 week ago

If a developer changes a component, whether by configuration file (JSON/ YAML) or by performing surgery on a python object's attributes, these changes should be handled in a way which doesn't duplicate all data and start "all-over-again".

This is a complex feature and requires some thought and discussions.