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Ragie Introduces Groundbreaking Multimodal RAG Features During Launch Week

On May 19, 2025, Ragie, a leader in Retrieval Augmented Generation (RAG) technology, kicked off its Spring Launch Week by unveiling a series of game-changing features designed to enhance the development of AI applications. Among the highlights are native support for audio and video content, making it easier for developers to create comprehensive and immersive AI tools.

What is Multimodal RAG?

Multimodal RAG combines various data formats—specifically audio and video—to improve the retrieval of information and enhance user experiences. By integrating these elements, Ragie allows developers to upload audio and video files, posing questions that can be directly answered based on the context of these files. This feature opens up a myriad of possibilities across different industries.

Bob Remeika, CEO of Ragie, expressed enthusiasm about the significant impact these new capabilities will have on developers, stating, "Audio and video RAG enables developers to build next-level applications using immersive content. Our early customers have been absolutely blown away by what they've been able to build."

Key Features Launched

Ragie's multimodal RAG aligns with user feedback, ensuring the accessibility and simplicity of AI application development. Here are some notable features introduced:

• - Audio and Video Support: Developers can now build applications that fully utilize audio and video RAG, allowing efficient segment retrieval based on content or visual cues.
• - Model Context Protocol (MCP): Ragie introduced the 1.0 release of its MCP server, enhancing data retrieval capabilities across multiple sources with ease.
• - Command Line Tools: New tools such as file importers for YouTube have been released to streamline the development process.
• - Base Chat Access: Ragie’s chat feature is now open for self-signup, enabling users to converse with their knowledge bases while utilizing audio and video support.

Extending Integration Capabilities

As part of its commitment to expanding integration options, Ragie now provides native support for various platforms, including Intercom, SharePoint, Zendesk, and Backblaze. These connectors allow for seamless data synchronization across different applications, eliminating manual export requirements and enabling a smoother workflow for businesses.

Implications Across Various Industries

The introduction of these features carries significant implications for various sectors:

• - Corporate Training: It enhances e-learning by making training sessions searchable and interactive.
• - Media Production: Video analysis and production become more efficient by isolating specific clips relevant to storytelling and reporting.
• - Healthcare: With quicker access to audio and video of patient interactions, medical research and healthcare response times can be optimized.
• - Legal Fields: Legal teams can benefit from faster access to crucial information from hearings, aiding in the litigation process.
• - Customer Support: Instant retrieval of helpful video moments can improve customer service response times, providing swift assistance based on contextual information.

The Future of RAG Technology

Ragie's ambitious objectives reflect a commitment to evolving AI application development. Co-Founder and CTO Mohammed Rafiq stated, "When we started Ragie, we set out to build a RAG pipeline that just worked regardless of the data that was sent to it. Today I'm excited to announce that we have achieved this vision by combining advanced extraction, chunking, LLM vision, and search techniques."

Ragie's Spring Launch Week marks a significant milestone for the company, reinforcing its place as a frontrunner in the RAG technology landscape. As developers around the world gain access to these advanced features, the potential for innovative applications is limitless. For more information about Ragie and the Spring Launch Week, visit ragie.ai.