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Add table metadata and metadata filtering #6

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@0hq

We need to allow users to add metadata to each embedding and allow querying/filtering on each index. This may be a complex issue as integrating filtering into the indexes might need to be properly architectured.

Ideally, we should build with the ability to perform more complex operations than available on other platforms. Read more about this.

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