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Introduces very naive vector index as an "extension":
Initial investigations show this takes about 50mb of memory for all of pytorch and takes 2.5 minutes.
Future iterations on this can show how to:
etc.
This is designed to be used as input for other APIs, like the "semantic search" tool, LlamaIndex retrievers etc.