Leveraging Data Beyond Text: Multimodal AI at Scale
Data Science Connect
JULY 27, 2025
TL;DR Multimodal AI at scale demands more than fast hardware—it requires a fundamentally different architecture. Vespa AI brings compute to the data, enabling real-time performance across text, images, and video. Companies like Spotify, Perplexity, and Vinted rely on Vespa to power search, recommendations, and RAG at global scale. Tensor-based retrieval and hybrid ranking strategies make Vespa uniquely capable of supporting complex multimodal use cases.
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