Mlops, Large Language Models, Llmops, Vector Database, Embeddings Search.
significantly exceeds the practical in-memory capacity. Inverted File Index (IVF): The IVF approach divides the vector space into a predefined number of clusters using algorithms like k-means. Each vector is assigned to the nearest cluster, and during a search, only vectors in the most relevant