Connecting thoughts
Articles written by SINAPTIA about AI.
Improving a similarity search with AI
We replaced a broken similarity search with AI that understands context and intent over specs. Results went from chaos to relevant overnight.
Upscaling images with AI
Learn how we improved image quality for thousands of boat listings using artificial intelligence, with the objective of improving the user experience and conversion rates.
Scaling image classification with AI
Learn how we used multi-modal Large Language Models to automatically categorize more than 1 million boat images, reducing months of manual work to a couple of days.
The untold challenges of OpenAI's batch processing API
The most important part of making OpenAI’s batch processing API work in the real world is building a reliable polling system. This post explains why that’s necessary, and what else you’ll need to handle: token limits, partial failures, and retries.
Building intelligent applications with Rails
Build AI-powered web applications with Ruby on Rails: strategic AI integration, OpenAI API implementation, and proven development patterns for intelligent software solutions.