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* support faiss hnsw * blacken * update docs * improve similarity check * add tests * update schema * set ef_search param correctly * Apply suggestions from code review Co-authored-by: Agnieszka Marzec <97166305+agnieszka-m@users.noreply.github.com> * regenerate docs Co-authored-by: Massimiliano Pippi <mpippi@gmail.com> Co-authored-by: Agnieszka Marzec <97166305+agnieszka-m@users.noreply.github.com>