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Eduard van ValkenburgandEvan Mattson
a52d47e22f
### Motivation and Context <!-- Thank you for your contribution to the semantic-kernel repo! Please help reviewers and future users, providing the following information: 1. Why is this change required? 2. What problem does it solve? 3. What scenario does it contribute to? 4. If it fixes an open issue, please link to the issue here. --> This PR: - restructures the data folder, flattening the hierarchy - it adds overloads to the Get, Upsert, Delete methods, to allow batch as well, marks the batch versions as deprecated, closes #11301 - restructured the inheritance of VectorStoreRecordCollection, which now has a base that does record handling, which is shared with the VectorSearchBase for the serialization, and the search method mixins now subclass the VectorSearchBase so that there is one less parent direct parent, a full Collection will now inherit from VectorStoreRecordCollection and zero or more VectorSearch mixins, this is done to clean things up and in preparation of adding HybridSearch. - Also adds a convenience method to each search mixin to create a VectorStoreTextSearch directly, allowing folks to import one less concept, closes #11111 ### Description <!-- Describe your changes, the overall approach, the underlying design. These notes will help understanding how your code works. Thanks! --> Most of the code has been moved out of many files and folders, into a few files which make purpose and collaboration between the classes easier to understand. This is a breaking change: If you have implemented your own VectorStoreRecordCollection, make sure to: - Add `VectorStoreRecordCollection[TKey, TModel]` as superclass to the implementation - Remove `VectorSearchBase` as superclass from implementation - Set the SearchMixins to `[TKey, TModel]` instead of just `[TModel]` ### Contribution Checklist <!-- Before submitting this PR, please make sure: --> - [x] The code builds clean without any errors or warnings - [x] The PR follows the [SK Contribution Guidelines](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md) and the [pre-submission formatting script](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md#development-scripts) raises no violations - [x] All unit tests pass, and I have added new tests where possible - [ ] I didn't break anyone 😄 --------- Co-authored-by: Evan Mattson <[email protected]>