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This course demonstrates how to build and tune composite similarity-search indexes in Faiss. It covers IVFADC, multi-D-ADC, and IVF-HNSW, comparing their recall, search speed, and memory usage with Python examples.
Syllabus
Intro
IVFADC
IVFADC in Faiss
Multi-D-ADC
Multi-D-ADC in Faiss
IVF-HNSW
IVF-HNSW in Faiss
Outro
Taught by
James Briggs