Understanding HNSW: The Engine Behind Fast Vector Search (opens in new tab)

To understand HNSW, imagine walking into a library with millions of books, looking for a specific book based on a brief description of the content. If the books were all piled up randomly, you'd have to check every book individually to find the one that matches your description best, that's brute force. While it would eventually work, it would take forever.