Feature/update luceneknn #443
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New release of Lucene takes advantage of some SIMD optimizations when doing vector search.
This PR updates to the newest Lucene version and updates the docker file so that the Panama Vector API can be utilized.
The following was done on: c3-standard-8 (Intel Sapphire Rapids)
mnist-784:
Log Scale improvement on
Linear scale (same run):
