Mlops, Large Language Models, Llmops, Vector Database, Embeddings Search.
distance calculations. The Inverted File Index (IVF) approach is recommended for handling high-dimensional data in scalable search environments, efficiently narrowing down search spaces by clustering similar items. It is particularly beneficial for datasets that are relatively static, where the