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[Feature Request]: Support sparse vector #1174

@JinHai-CN

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@JinHai-CN

Is there an existing issue for the same feature request?

  • I have checked the existing issues.

Describe the feature you'd like

At present, our system uses a dense representation for vector storage. I would like to propose a feature request for the implementation of a sparse vector index within infinity. Sparse vector indexing is crucial for efficiently handling high-dimensional data, which is common in our use cases involving natural language processing and machine learning.

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