Doctrine

Doctrine emerges as a potent AI resource, facilitating the effortless infusion of generative AI capabilities into diverse applications. This innovative tool empowers users to harness the reservoir of knowledge residing within their data or repositories, orchestrating seamless responses to user queries and the integration of AI functionalities into their applications.

Central to Doctrine’s prowess is its user-friendly yet robust API, seamlessly melding with applications for swift integration. Users are enabled to ingest knowledge from a gamut of sources, encompassing databases, documents, images, websites, spreadsheets, and more.

The tool orchestrates a transformative process, deftly transmuting diverse file types into text, followed by vectorization into a multidimensional vector space. It expertly navigates content acquisition from websites, either through sitemap crawls or individual page extractions.

Doctrine’s appeal is fortified by its pre-configured Chat UI, primed for easy embedding within applications. Alternatively, users can harness the API to fashion their bespoke user interfaces. Adhering to data security, multi-tenant databases are bolstered through Doctrine’s partitioning of vector embeddings.