Add Faiss NPU, and remove vaporware item.
Updated K‐means clustering (markdown)
Updated FAQ (markdown)
Updated Additive quantizers (markdown)
Updated Indexing 1M vectors (markdown)
Updated Faiss building blocks: clustering, PCA, quantization (markdown)
Updated _Sidebar (markdown)
Created K-means clustering (markdown)
Updated Guidelines to choose an index (markdown)
Updated Brute force search without an index (markdown)
Updated Threads and asynchronous calls (markdown)
Updated Implementation notes (markdown)
Updated Faiss code structure (markdown)
Updated The index factory (markdown)
Added the link to the drive