May 07, 2026
We have solved RAG for text and images; now we are solving it for video. Video-RAG allows you to "talk" to your entire video library.
Video-RAG works by indexing the visual frames, the audio transcripts, and even the "events" within a video. Using a multi-modal model like Gemini 1.5 Pro, you can ask, "Where in the training video does the instructor explain the safety protocol?", and the AI will take you to the exact timestamp.
For large organizations with thousands of hours of recorded meetings and training sessions, Video-RAG is a massive productivity boost. It turns unsearchable "dead data" into a living knowledge base, allowing employees to find information trapped in video files as easily as they find it in a PDF.