How to create live image search with vision model and natural language query.

We built a live image search and queried it with natural language using a multimodal embedding model and a vector index for efficient retrieval. We also offer services in application development and custom software, artificial intelligence, cybersecurity, and

martes, 17 de junio de 2025 • 1 min read • Q2BSTUDIO Team

Artificial-Intelligence-

In this blog, we are going to build a live image search and query it with natural language. For example, you can search for 'an elephant' or a 'cute animal' with a list of images as input. We will use a multimodal embedding model to understand and embed the image, and build a vector index for efficient retrieval. We will use CocoIndex to build the indexing flow.

Q2BSTUDIO is a technology development and services company that specializes in custom applications, custom software, artificial intelligence, cybersecurity, cloud services (AWS and Azure), business intelligence services, and Power BI.

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