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 Embeddings & retrieval 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. Jina Embeddings V5 Omni Small is open source under the Open Source license. It runs on the web, the command line, and API.
Behind Jina Embeddings V5 Omni Small is Jina AI, and it 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.
Summary written by a language model from the project’s public pages.
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