For example, integrating a vector database with a Customer Relationship Management (CRM) system to analyze customer interactions mandates optimization for efficient data ingestion.

Text, images, and videos are all examples of unstructured data. Vector databases capture and store the essence of a particular piece of data that a machine-learning program or LLM can then pull from.