Automating Object Detection with Google Gemini GenAI and Pipedream

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For my last technical post of the year (although I can’t promise I’ll stop blogging!), I wanted to share an interesting workflow I built using Google Gemini and Pipedream. The idea was somewhat simple – how difficult would it be to build a "general purpose" workflow to look for objects in images and trigger an alert if certain things were found. Here’s what I was able to build. Step One – Image Input In my mind, I imagined this workflow would be tied to some service that was either streaming in video or generating still images. You could image a security camera posting new pictures every 30 seconds or so, or some other system that takes a picture at a regular... more →
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Scraping Recipes Using Node.js, Pipedream, and JSON-LD

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It’s pretty well known now that most, if not all, recipes on the internet are 90% crap and 10% actual recipe, at best. Obviously, there are outliers of course and obviously, if you are sharing your recipes online you are free to do so as you see fit, but speaking for myself, when I click a link to a recipe my assumption is that I’m going to have to "work" to figure out where the actual details are amongst the humorous backstories and other tidbits that don’t actually tell you how to make what you’re trying to make. That’s why I love apps like Saffron. Not only is it incredibly minimal and laser-focused on recipes, it has an incredibly good "recipe... more →
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Tracking Gemini Models with Pipedream

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APIs, tools, consumer features, and heck, pretty much every aspect, of generative AI is changing at an incredibly rapid pace. I mostly focus on just Google Gemini and even that is pretty difficult to keep up with. Recently, Linda Lawton shared that she actually uses an automation script to keep track of the models currently available in Gemini. I thought that was a great idea and decided to see if I could build something similar using Pipedream. Here’s what I came up with. Getting Available Models via API # Normally, if I wanted to know what models I had available, I’d go to AI Studio and just look, or check the docs. While that’s fine usually, there’s actually an API... more →
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Automating Movie Recommendations with Generative AI and Pipedream

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For the past few months or so, I’ve started tracking my movie watching with Letterboxd. I’m not doing a lot of reviews, mostly just logging, but I find it neat to look back and remind myself of what I’ve watched recently. You can see my profile if you’re curious, or check out my "Now" page as well. I thought it might be interesting to see if I could use my Letterboxd data along with Google Gemini as a way to suggest the next movie I should watch. I was able to build a quick workflow using the incredible Pipedream in a few minutes. Let me share with you how I did that. What does it do? # At a high level, my workflow does the following: It runs, automatically,... more →
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Integrating Cloudinary Notifications with Pipedream

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As I continue my journey into learning the awesomeness of the Cloudinary platform, today I decided to take a look at their notifications support. Cloudinary lets you specify a webhook URL that will be hit on different types of events. I whipped up a quick example of using this with Pipedream, my favorite service for processing webhooks. Here’s how I did it. Raymond Camden… more →
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Watching RSS Feeds for Keywords in Pipedream

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Back in the day, I used to run a website called rssWatcher. (If you want, you can read the original launch announcement from 2004.) The idea was simple. You would sign up, then create a list of RSS feeds and corresponding keywords. The service would check this on a schedule and let you know when a match was found. I built this in ColdFusion and I honestly don’t remember when I shut it down, but it was in my mind recently and thought I’d take a stab at building a simple version of this on my favorite service, Pipedream. Here’s how I did it. Raymond Camden… more →
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