use a k-means based cluster approach to speed up similarity searches

parse answers as markdown

removed K-D Tree vector storage

Since this implementation does not have any advantages over the SQLite
storage it makes no sense to keep it. Other storage backends might come
though at a later time

pin php to 8.1

initial checkin. working vector storage and similarity search