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semantic-kernel/python/semantic_kernel/data
Eduard van Valkenburg 1356d5f30c Python: Feature new memory stores and collections (#7614)
### Motivation and Context

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This PR adds new vector store and vector store record collections as
well as implementations for:

- Azure AI Search
- Redis
- Qdrant
- Volatile (in-memory)

It also adds samples, tests, and unit-tests for these.

Next it adds the vector store record fields, definition and decorator,
with tests and samples.

All marked experimental. Existing Redis, Azure AI Search, Qdrant and
Volatile will be marked as deprecated in the future, once the new
collections are feature complete.

### Description

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These notes will help understanding how your code works. Thanks! -->

### Contribution Checklist

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- [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
- [x] I didn't break anyone 😄
2024-08-06 20:30:26 +00:00
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