Added collapse option to clustering #97
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Nits for cleaning up API.
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Added an optional option
collapseto clustering operation. If present, it should be set to a value between 0 and 1. The closer to 1, the shallower the tree of clusters, and the more children each cluster will have. At 0, it is virtually the same as when not present: Each cluster has exactly 2 children.Note: The
summary_prompttemplate now takes ainputslist parameter, instead of aleftandright.If set to a suitably high number, this greatly improves the cost of the clustering. Whether the resulting flatter tree is desirable is application dependent.