Doctrine

What is Doctrine?

Doctrine is an Artificial Intelligence tool that provides generative AI capabilities to applications. It enables users to leverage the knowledge stored in their data or knowledge bases to answer user questions or integrate AI features into their apps. The tool offers a simple but powerful API for integrating knowledge from various sources like databases, websites, documents, images, spreadsheets, and more. Doctrine allows the conversion of different file types into text and their vectorization into high-dimensional vector spaces. It also provides a ready-to-use Chat UI for chat integration and supports multi-tenant databases by simplifying the partitioning of vector embeddings to ensure data security and privacy.

Doctrine offers different pricing plans, including the Starter, Growth, and Business plans. The Starter plan is suitable for personal use or smaller projects, allowing for the ingestion of 100 documents per month and 1,000 queries per month. The Growth plan expands the limits to 1,000 documents and 5,000 queries per month, with up to 5 team members. The Business plan, on the other hand, offers premium features such as the ability to use your own API Key, availability of GPT-4, and unlimited team members, along with 10,000 documents ingestion and 50,000 queries per month.

Doctrine's API simplifies the process of ingesting data from various file types, answering questions based on the ingested data, and embedding the ready-to-use Chat UI into applications. The tool supports content ingestion from websites and allows crawling of an entire sitemap or individual pages. It ensures data security by partitioning vector embeddings in multi-tenant databases to protect customer data. Additionally, Doctrine offers scalable solutions for document processing, vector generation, and user query requests, making it efficient for managing expanding data sets and increasing user query requests.

Who created Doctrine?

Doctrine was created on August 12, 2023. The company behind Doctrine is focused on providing Artificial Intelligence tools that empower applications with generative AI capabilities. Its founder is not explicitly mentioned in the provided content.

How to use Doctrine?

To use Doctrine, follow these steps:

1. Sign Up: Create an account on Doctrine's platform.

2. Choose a Plan: Select a suitable plan - Starter, Growth, or Business - based on your needs and budget.

3. Ingest Data: Use Doctrine's API to ingest data from various sources like databases, documents, images, and websites.

4. Convert Files to Text: Doctrine automatically converts different file types into text for processing.

5. Utilize Chat UI: Embed the ready-to-use Chat UI into your applications or build a custom UI using the API.

6. Handle Multi-Tenant Databases: If needed, leverage Doctrine's support for multi-tenant databases for data partitioning.

7. Ensure Security: Doctrine ensures secure handling of customer data by partitioning vector embeddings.

8. Scale Infrastructure: Take advantage of Doctrine's scalable infrastructure to manage document processing, vector generation, and user query requests efficiently.

9. Make Queries: Pose questions to Doctrine, which matches them with relevant vector spaces to provide accurate answers.

10. Manage Usage: Keep track of the number of documents ingested and queries made based on your pricing plan.

By following these steps, you can effectively use Doctrine to integrate generative AI capabilities into your applications and provide AI-powered question answering functionalities seamlessly.