Vector Index vs Vector Database, clearly explained!Devs typically use these terms interchangeably.But understanding this distinction is necessary since it leads to problems down the line.Here's how to think about it:A vector index is basically a search algorithm.You give it vectors, it organizes them into something searchable (like HNSW), and it finds similar items fast. FAISS is another example.But here's the thing.That's all it does. It doesn't handle storage, it doesn't filter by metadata, an
0:03
Vector Index vs Vector Database, clearly explained!Devs typically use these terms interchangeably.But understanding this distinction is necessary since it leads to problems down the line.Here's how to think about it:A vector index is basically a search algorithm.You give it vectors, it organizes them into something searchable (like HNSW), and it finds similar items fast. FAISS is another example.But here's the thing.That's all it does. It doesn't handle storage, it doesn't filter by metadata, an
22.4K views4 days ago
x.comAvi Chawla
See more
Static thumbnail place holder