Mlops, Large Language Models, Llmops, Vector Database, Embeddings Search.
tolerate some loss of precision. However, it is less recommended for use cases demanding the highest levels of accuracy and minimal information loss, such as precise scientific research, due to the inherent trade-offs between data compression and search precision. Hierarchical Navigable Small World