AI and Machine Learning blog

Check out practical use cases, technical deep dives and business insights from the Velebit AI team

Model Context Protocol Explained: Create AI Agents That Talk to Your SQL Database

08 July 2025

What if your AI agent could understand the full context of a user request and talk directly to your SQL database reliably, safely, and with minimal prompt engineering?

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Which AI solution fits your business best?

06 June 2025

If your problem is unique, your AI solution likely needs to be as well. But not every business has the time, budget, or tech team to start from scratch. So what’s the right move?

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Are You Thinking of Starting a Custom AI Project? Read This First.

22 May 2025

Custom AI can address complex and domain-specific problems, but only if your business is truly ready for it. Before starting with an AI project, it’s crucial to understand what AI readiness actually means.

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How Does AI Detect Fabric Patterns and Why Your eCommerce Needs It?

15 July 2024

Learn how our Fabric Pattern Detection API benefits e-commerce, enabling automated tagging of products and refined search filtering by fabric patterns.

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Search Beyond the Words: AI Vector Search vs Traditional Text-based Search

05 June 2024

Unlike traditional search, vector search understands concepts beyond plain text and keywords, allowing users to search for products through images efficiently.

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Tech Blog: Implementation of the custom bounding box task for the MMDetection framework

19 September 2023

We may want to develop a model that solves the detection task, and simultaneously predicts some additional attributes that can be related to the whole image or to the detected instances. This blog post demonstrates how to implement that in the MMDetection framework.

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Color Detection API for Improving Product Discovery

17 May 2023

Filtering by color is a feature we often use on fashion marketplaces, e-commerce sites, and any other sites where we buy clothes. Color is also important when buying furniture, and antiques, or searching for stock images.

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How AI Can Improve UX Design on Mobile Apps

16 May 2023

To deliver a smooth user experience, it's essential to stay current with technology in the realm of UX design. In this blog post, we'll look at how AI is becoming increasingly indispensable in web app development to give users a more tailored experience.

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What Do You Have to Know About Visual Search?

20 March 2023

Visual search is an AI (Artificial Intelligence) powered technology that allows users to sift through millions of items to find the best visually matching items.

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Which background removal tools to use and why?

08 March 2023

When processing images, one of the tasks we often encounter is background removal. Background removal is a general and popular technique that can be used for many purposes: background swapping, adding special effects, creating product catalogs, or preparing images for your website.

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AI and Machine Learning blog

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