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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,...
When implementing a new class, we use __post_init__ to handle initialization logic. However, we must not call parent class methods. ```python def __post_init__(self, db, artifacts): super().__post_init__(db, artifacts) ``` This is...
After refactoring the code, we noticed that many encodables were not properly transformed during `db.load`, leading to the necessity of calling `component.init()` to restore the data to its correct state....
### Contact Details [email protected] ### Feature Description In order for users to implement search over sources such as JIRA, or filesystems, we should offer the ability to "mirror" these systems...
This will improve caching and memory usage.
### Contact Details [email protected] ### Feature Description Integration of TensorFlow to enable using TensorFlow models. ### Use Case Description TensorFlow is common in production - we should therefore discuss the...
Our CI does not currently run on Windows. We should add this. An inital (failed) attempt was made in #457. Some potentially relevant resources include: - https://docs.github.com/en/actions/using-github-hosted-runners/about-github-hosted-runners - https://github.com/actions/runner-images/blob/main/images/win/Windows2022-Readme.md -...
### Contact Details [email protected] ### Feature Description In the spirit of the implementation of the transformers pipeline functionality, I think it would be a great addition to also have the...
### Contact Details [email protected] ### Feature Description Some cool things we could do: 1. Instead of a whole notebook, just open a Python cli. https://shell.duckdb.org/ 2. Use SuperDuperDB for AI-on-your-browser...
### Why Currently, SuperDuperDB lacks a monitoring capability, which is crucial for tracking activities and ensuring the integrity and performance of deployed models on databases. To address this limitation, I...
## Description ## Related Issues ## Checklist - [ ] Is this code covered by new or existing unit tests or integration tests? - [ ] Did you run `make...
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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,...