What is Doctrine?
Doctrine simplifies the process of integrating AI capabilities into applications. It allows businesses to leverage their data or knowledge base to answer user questions and embed AI-powered features. The platform supports ingesting content from various sources, including databases, websites, documents, images, spreadsheets, and presentations.
Doctrine automatically converts most file types into text, vectorizes the text, and makes it available for queries through a ready-to-use Chat UI or a customizable API. The system is designed for scalability, handling document processing, vector generation & storage, and managing user query requests efficiently. It is offers multi-tenant database.
Features
- Data Ingestion: Ingests knowledge from databases, websites, documents, images, spreadsheets, powerpoints, and more.
- Automatic Conversion: Converts most file types into text and vectorizes it into a high-dimensional vector space.
- Website Content Ingestion: Supports ingesting content from websites, capable of crawling an entire sitemap or a single page.
- Chat UI: Offers a ready-to-go Chat UI that can be embedded into applications.
- API Access: Provides a simple and powerful API for custom integration and building unique AI features.
- Partitioning: Facilitates easy partitioning of vector embeddings for securing customer data in multi-tenant databases.
- Scalability: Leverages scalable infrastructure to handle document processing, vector generation, storage, and user query requests.
Use Cases
- Adding AI-powered Q&A to applications.
- Embedding AI features into existing applications.
- Answering user questions based on company data or knowledge base.
- Creating AI-powered chatbots for customer support.
- Developing custom AI solutions using Doctrine's API.
