Our team won the Mistral AI Paris Hackathon 2024 (Mistral API track), the largest ever french hackathon. We've successfully built Le ChatOn Vision, a multi-modal RAG system that allows for natural video analysis in real-time, reducing workload and boosting efficiency. Inspired by Project Astra, it aims to provide a chat-like experience for analyzing video data captured by autonomous systems like drones or robots.