This guide walks through how to implement image captioning using Filestack’s file picker. You can try it yourself in the interactive demo below, then copy the code into your own project. - Source: dev.to / 8 months ago

You’ve probably run into this situation before: your File Picker works fine with local uploads, Google Drive, and Dropbox, but your users need to pull files from somewhere else. Maybe it’s your company’s internal DAM, a headless CMS, or a custom media library. - Source: dev.to / 8 months ago

Building an application that accepts user content is a standard requirement today. Whether you are running a classroom management tool or a print-on-demand shop, you need to accept files. However, accepting a file in your file uploader is only half the battle. The real challenge lies in making sure that file is actually usable and safe before it enters your system. This is where we move beyond simple uploads and... - Source: dev.to / 9 months ago

It always starts with a script. A quick Sharp resize here, a bucket upload there. Six months later, you’re juggling corrupted HEIC files from iPhones, angry support tickets about cropped foreheads, and a stack of technical debt that makes your “simple” profile image file uploader feel like a mini-project of its own. Sound familiar? - Source: dev.to / 11 months ago

Your file uploader no longer has to be the one generic component that breaks your user experience. It can be as polished as the rest of your app. We handled the hard parts so you can get back to work. - Source: dev.to / 12 months ago

You're building an app that generates images, transcribes audio, or synthesizes speech. Two API platforms keep showing up in your research: Replicate and deAPI. They run many of the same open-source models and charge per use. - Source: dev.to / 2 months ago

Replicate: Provides APIs for integrating diverse hosted models into shared pipelines. - Source: dev.to / 3 months ago

Running AI models in production typically requires managing complex infrastructure, GPUs, and scaling challenges. Replicate simplifies this by providing a cloud API to run thousands of AI models without managing any infrastructure. - Source: dev.to / 8 months ago

Before diving into how vision prompting works, let’s first look at where we can put it to the test. In this case, we’ll be using several endpoints available on Replicate, which we’ve optimized with Pruna to make them cheaper, faster, and more efficient. All of Pruna’s models are available here. - Source: dev.to / 9 months ago

Take Perplexity they didn’t just call the OpenAI API; they built a full-stack retrieval engine with caching, ranking, and live search inference. Or Replicate, which gives developers an API to run open-source models at scale, no data center required. RunPod makes GPU clusters accessible for indie builders, and Mistral is shipping models that make even GPT-4 blink twice. - Source: dev.to / 9 months ago