Ragie introduces native multimodal support for audio and video content, enabling users to upload files, ask questions, and receive answers, all while streaming from the exact relevant moments in the media. This advancement is powered by A/V Retrieval Augmented Generation (RAG), which offers integration options like Google Drive for seamless synchronization of multimedia content. Ragie's advanced infrastructure processes audio and video through transcription, visual description, chunking, indexing, and retrieval, reducing engineering overhead and accelerating product development. The platform supports a wide range of audio and video formats and multiple languages, providing efficient and scalable search and streaming capabilities. These features enable various applications across industries such as corporate training, media, healthcare, legal, and customer support, allowing developers to easily build immersive multimedia generative AI solutions without complex infrastructure.