Vespa AI is an open-source, real-time AI search and vector database platform designed for large-scale data-driven applications. It unifies hybrid search, machine-learned ranking, and on-node model inference to deliver personalized and context-aware experiences. Vespa supports use cases like GenAI (RAG), recommendations, and ad targeting, scaling to billions of users with high performance.