Mlops, Large Language Models, Llmops, Vector Database, Embeddings Search.
the storage requirements and speeds up the search process by limiting the search to a subset of reference points rather than the entire dataset. There are various forms of quantization, including Scalar Quantization and Vector Quantization, each with its trade-offs between search speed and