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This course explains composite indexes for vector search, including how Faiss Index Factory combines methods such as IVF, product quantization, and HNSW. It focuses on choosing index components to balance recall, latency, and memory usage.
Syllabus
Intro
Composite Indexes
Faiss Index Factory
Why we use Index Factory
Outro
Taught by
James Briggs