Ragie Introduction
Ragie is a fully managed RAG-as-a-Service platform that enables developers to easily build AI applications connected to their own data with advanced features and connectors to popular data sources.
View MoreWhat is Ragie
Ragie is a new AI company that provides a Retrieval Augmented Generation (RAG) as a service platform for developers. It offers a robust data ingest pipeline and retrieval API that uses the latest techniques in RAG for chunking, searching, and re-ranking. Ragie was built by industry veterans and is designed to help developers quickly build AI applications that leverage a company's own data to generate more insightful content. The platform is now available to the general public and has secured $5.5 million in seed funding led by Craft Ventures.
How does Ragie work?
Ragie works by providing developers with easy-to-use APIs and SDKs to connect their data sources, including popular platforms like Google Drive, Notion, and Confluence. The system automatically ingests and syncs data from these sources, handling various file types from text and PDFs to images and PowerPoint presentations. It then processes this data through chunking and indexing, using advanced multi-lingual LLMs to create vector, summary, and keyword indexes. For retrieval, Ragie employs sophisticated techniques like LLM re-ranking, summary indexing, entity extraction, and hybrid semantic and keyword search to ensure accurate and relevant results for AI applications. The platform also offers built-in advanced features and flexible filtering options to optimize RAG performance.
Benefits of Ragie
By using Ragie, developers can significantly reduce the time and effort required to implement RAG in their AI applications, potentially cutting development time from months to weeks. The platform eliminates the need for building and maintaining complex data pipelines, allowing developers to focus on their core application development. Ragie's automatic syncing and advanced retrieval features ensure that applications always have access to up-to-date, accurate information. Additionally, the platform's scalability and enterprise-ready features make it suitable for businesses of all sizes, from startups to large corporations, enabling them to leverage their proprietary data effectively in AI-powered solutions.
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