Mlops, Large Language Models, Llmops, Vector Database, Embeddings Search.
clusters are considered. This method reduces the search scope, improving query speed. Combining IVF with other techniques, such as Quantization (resulting in IVFADC — Inverted File Index with Asymmetric Distance Computation), can further enhance performance by reducing the computational cost of