Jina Embeddings v5 Omni Small is a compact model that generates high-quality embeddings for text, images, and video within a shared embedding space. It supports advanced chat templates and is designed for retrieval-augmented generation and semantic search across multiple data types. Available through the Hugging Face ecosystem.
In the Foundation models & chat space, Jina Embeddings V5 Omni Small takes a focused approach. It focuses on creating unified embeddings across text, image, and video modalities for retrieval tasks. Jina Embeddings V5 Omni Small is an open-source project aimed at developers building multimodal AI applications. The project is open source (Open Source). It runs on the web, the command line, and API.
Behind Jina Embeddings V5 Omni Small is Jina AI, and the product first shipped in 2025. Among its 3 catalogued features are Multimodal Embeddings, Text Image Video Support, and Jina Embeddings. It exposes integrations via a public API.
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