Doctrine is a simple yet powerful API that extracts knowledge from various sources like databases, websites, and files, embedding it into a high-dimensional vector space. It supports question answering, segmentation, and expansion, offering various pricing plans. Suitable for individuals, small to medium-sized businesses, and entire organizations.