Full `rnndescent` support

[BERENZ]

• deduplication (the same dataset, given by x)
• record blocking with two datasets given by x, y
• blocking from saved index
• saving and reading index

[BERENZ]

rnndescent released to CRAN so it can be added to the package as a default method.