Doctrine

What is Doctrine?

Doctrine is a really neat Artificial Intelligence tool that brings generative AI power right into your applications. It is a way for your apps to tap into the knowledge hidden within your own data or knowledge bases, so they can answer user questions or just generally integrate smart AI features. It offers a straightforward yet powerful API that makes it simple to bring in knowledge from all sorts of places – databases, websites, documents, images, spreadsheets, you name it. Doctrine can even take different file types, turn them into text, and then convert that text into high-dimensional vector spaces, which is how AI understands and processes information. Plus, it comes with a ready-to-go Chat UI if you want to quickly add chat functionality, and it handles multi-tenant databases by making it easy to partition vector embeddings, keeping your data secure and private.

Doctrine offers a few different pricing plans to fit various needs. There’s the Starter plan, which is perfect for personal projects or smaller endeavors. It lets you bring in up to 100 documents each month and handle about 1,000 queries. If you need a bit more power, the Growth plan bumps those limits up to 1,000 documents and 5,000 queries per month, and it’s great for teams of up to five people. For those who need the most advanced features, the Business plan is the way to go. This plan gives you the flexibility to use your own API Key, access GPT-4, and have unlimited team members. You also get to ingest 10,000 documents and handle 50,000 queries monthly.

Doctrine’s API really simplifies things. You can easily bring in data from different file types, ask questions based on that data, and even embed the handy Chat UI directly into your applications. It’s also great for websites; you can have it crawl an entire sitemap or just specific pages. Security is a big focus, too. By partitioning vector embeddings in multi-tenant databases, Doctrine makes sure customer data stays protected. On top of all that, Doctrine provides scalable solutions for handling document processing, generating vectors, and managing user queries, so it’s efficient even as your data grows and more people start asking questions.

Who created Doctrine?

Doctrine was first created on August 12, 2023. The company behind it is dedicated to building Artificial Intelligence tools that give applications generative AI capabilities. While the content doesn’t mention the founder by name, the company’s focus is clearly on empowering apps with AI.

How to use Doctrine?

Getting started with Doctrine is pretty straightforward. Here’s a simple breakdown of the steps:

1. Sign Up: First, you’ll want to create an account on the Doctrine platform.
2. Choose a Plan: Next, pick the plan that best suits your needs and budget – whether it’s Starter, Growth, or Business.
3. Ingest Data: Use Doctrine’s API to bring in your data. You can pull from databases, documents, images, websites, and more.
4. Convert Files to Text: Doctrine automatically handles converting different file types into text, getting them ready for processing.
5. Utilize Chat UI: You can either embed the ready-to-use Chat UI directly into your applications or build your own custom chat interface using the API.
6. Handle Multi-Tenant Databases: If you’re working with multi-tenant databases, you can use Doctrine’s features to partition data effectively.
7. Ensure Security: Doctrine helps keep your customer data secure by partitioning vector embeddings.
8. Scale Infrastructure: Doctrine’s infrastructure is scalable, so you can efficiently manage document processing, vector generation, and user queries as your needs grow.
9. Make Queries: Simply ask your questions! Doctrine will match them with the relevant vector spaces to give you accurate answers.
10. Manage Usage: Just keep an eye on how many documents you’re ingesting and how many queries you’re making, keeping your chosen pricing plan in mind.

By following these steps, you can easily integrate generative AI into your applications with Doctrine and offer seamless, AI-powered question-answering features.