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Storage Refactor
Design and implement refactored storage and indexer modules to ensure that:
- Storage is scalable and portable, e.g., we can store and query in javascript, etc.
- The data storage is independent of the indexer
- Loading the data from storage should be able to apply the original TF dtypes to the embeddings.
Example solutions may include supporting a storage backend like Parquet files or using a lib like DuckDB.
I would like to work on this issue. Can I get a outline about refactored storage to start solving this issue? @owenvallis