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Superduper: Integrate AI models and machine learning workflows with your database to implement custom AI applications, without moving your data. Including streaming inference, scalable model hosting,...

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- [ ] Caching of environment - [ ] Making base testing environment faster - [ ] Make sure workflow triggered only when needed - [ ] Make sure workflow...

Enhancement

https://github.com/SuperDuperDB/superduper-services - compute - servers - cdc - scheduler - rest - vector-search - cronjobs - ... This task is basically finished, but there is unnecessary clutter in both `superduper`...

We should have separate processes writing model outputs, while other processes are loading data and predicting. This is particularly obvious when the inputs and outputs are large (order of magnitude...

Enhancement

This PR provides a restructured view of the README. https://github.com/superduper-io/superduper/pull/2349 However, more changes are needed: - [ ] The links to `Key Features` are all broken. - [ ] Need...

`https://docs.superduper.io/docs` - [ ] Community Apps is broken - [ ] Ask our docs is broken `https://blog.superduper.io` - [ ] Community Apps works, but is abandoned.

The following text appears when unable to connect to `ray`. Instead the proper message should say that we are unable to connect. ``` | /home/superduper/.local/lib/python3.10/site-packages/snowflake/sqlalchemy/base.py:1068: SAWarning: The GenericFunction 'flatten' is...

This should be called so that we can gracefully reset an `Application`.

🐛 bug

## Description ## Related Issues ## Checklist - [ ] Is this code covered by new or existing unit tests or integration tests? - [ ] Did you run `make...

List of things that need to be done to execute this change - [x] #2249 - [x] #2250 - [x] #2251 - [x] #2253 - [x] #2265 - [x] #2266...

epic

### What's wrong? Hey folks, I’ve noticed that the link from jina AI website points to a nonexistent resource in the SDDB docs. cc: @blythed @hanxiao ## Steps to reproduce...