SAN FRANCISCO, May 19, 2025 -- Ragie debuts its Spring Launch Week, introducing key user-requested features that simplify and accelerate AI application development including multimodal audio and video features. This update reinforces Ragie's position at the forefront of Retrieval Augmented Generation technology.
Key announcements being made during this week-long event:
- Native support for Audio and Video RAG
- New tooling including support for Model Context Protocol
- More connectivity to popular products and services
- Wide release for Base Chat along with admin controls
Build mind-blowing applications with Audio and Video RAG
With native support for audio and video, developers can now build fully multimodal AI applications. Developers can upload any audio or video file, ask a question, get an answer, and stream from the exact moment it came from.
"Audio and video RAG enables developers to build next-level applications using immersive content", said Bob Remeika, CEO of Ragie. "Our early customers have been absolutely blown away by what they've been able to build. With this release, we're excited to see what the wider AI developer community will create."
Ragie's multimodal RAG enables businesses to make audio and video content fully searchable. This allows for efficient retrieval of specific segments based on content or visual cues across various sectors. For corporate training, it enhances e-learning. In media, it streamlines video analysis and production. Healthcare benefits from faster medical research and analysis of patient interactions. Legal teams gain quicker access to critical information from hearings and depositions. Customer support can instantly locate helpful video moments, improving response times.
"When we started Ragie, we set out to build a RAG pipeline that just worked regardless of the data that was sent to it", said Mohammed Rafiq, Co-Founder and CTO. "Today I'm excited to announce that by combining advanced extraction, chunking, LLM vision and search techniques, we've achieved a major milestone in achieving that vision."
Going further than the rest: Application ready with easy multimodal streaming
Ragie's audio and video capabilities uniquely extend beyond just search by offering tooling that developers always need when building multimodal applications. With just a few simple lines of code, developers can stream audio and video from the exact moment that relevant context begins. This critical multimodal feature along with Ragie's existing advanced capabilities for all other types of documents make it a truly unique offering on the market.
Model Context Protocol and more tools
Ragie is fully agent-ready with the 1.0 release of its Model Context Protocol (MCP) server. While most MCP servers support interaction with a single integration, Ragie enables MCP clients to access an organization's entire knowledge base by retrieving data from multiple sources in a single tool call.
Also announced in this spring release are the Ragie command line tools, which include file and YouTube importers. A new tool called Promptie is also included, allowing engineers to quickly build and test their prompts before integrating them into their applications.
More connectors and more possibilities
Ragie continues to extend its integration ecosystem, now offering native support for Intercom, SharePoint, Zendesk, and Backblaze. These new connectors make it easier than ever to sync data across your stack without the need for manual exports.
Base Chat is now open to everyone
Just sign up and start chatting with your knowledge base. With audio and video support now built in, Base Chat can retrieve exact moments from recordings, transcripts, and more—letting users ask questions and replay the answers. Base Chat is now available for self-signup with enhanced multimodal support.
These updates are just the latest in Ragie's ongoing evolution as the leading RAG-as-a-Service platform for developers. Visit www.ragie.ai to learn more about the Launch Week, Ragie, and more.
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