Add new umap and filter options #64
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This pull request adds a cosine option for umap (should in theory give better results, but is slower) and extends the filter capabilities of the
filter_embeddingtool. Using the new--concatand--lowerflag you can select those embeddings which are very similar to reference. This is handy if you want to fine tune your reference target.