Vector Retrieval in the Wild

DiskANN: SSD-based billion-scale search.

Filtered DiskANN: Handling metadata constraints at scale.

DESSERT: Dense Retrieval.

FAISS: Facebook AI Similarity Search deep dive.

Annoy: Approximate Nearest Neighbors Oh Yeah (Spotify).

ScaNN: Google's Scalable Nearest Neighbors.