Automating and Responding to Sentiment Analysis with Diffbot’s Knowledge Graph

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Diffbot’s Knowledge Graph has a simple purpose – bring the sum total of all knowledge to your fingertips via a search that emphasis data and relations over a simple text based search engine experience. Sourced by the entire web, Knowledge Graph lets you perform complex queries against billions of data points instantly via a simple API. I decided to take a spin with their API and build a "relatively" simple tool – news analysis for a product run in on automated platform. Should be easy, right? Let’s get to it. Note that the examples in this blog post assume you’ve gotten a free key from Diffbot. Be sure to do that before trying the samples. Designing the... more →
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Links For You (3/8/25)

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Happy afternoon, programs. I just got back one of my kid’s soccer games (unlike last season, the weather is pleasant and not scorching hot) and I’ve got a Saturday now that is 100% open! Which means I’ll get a lot done! (Or, more likely, play video games.) So that I can more quickly get to all the important chores and cleaning I’m not going to do, let’s get to the links. Code Listings via API First up is a two-fer kinda. Showcode is an excellent web app to create screenshots from code. It supports numerous languages, numerous display options, and so forth, and creates really good output. As an example: While it’s a great webapp, they also have a cool API... more →
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Code Break this Thursday – Ray Finally Learns React

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Ok, so if you attended my last Code Break session you know I was hinting that I was really excited for my next one. For years now I’ve wanted to give React a fair shake and actually try to build something with it. Finally I’m making time to do so. This Thursday at 12PM CST, my next session will be: I Don’t like React. Let’s Learn React! To be clear, it isn’t that I dislike React, it’s just that every time I’ve looked at the code, it just didn’t gel with me. I know it’s incredibly popular, but I always felt like if I needed to build a proper "web app", I’d just use Vue (despite my feelings about Vue 3, feel free to ask me in... more →
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Parsing Uploaded Resumes into Form Fields with Google Gemini

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As I’ve recently become somewhat familiar with job application sites (sigh, thanks Adobe), I’ve noticed an interesting feature some sites use. After selecting your resume to upload, they will parse the resume and either offer to, or automatically, fill in some of the form fields of the application for you. I thought it would be interesting to try this myself making use of Google’s Gemini APIs. Here’s what I discovered. The Test Script As always, I began with a script that would take a hard-coded resume and attempt to parse it. For the most part, this is basic "upload a file and ask the AI to talk about", but in my case, I wanted a very particular set of data... more →
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Quick Demo of Chrome’s Summarization GenAI (Upcoming) API

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I’ve blogged a few times recently about Google’s AI on Chrome initiative to bring AI features to the browser itself. Yesterday, my Code Break episode was specifically on this topic: Play Video In that session, I talk specifically about the Summarizer API, which does… wait for it… summarization. (It also covers the Writer and Rewriter API which I covered… woah, way back in September of last year: "Using Chrome AI to Rewrite Text") One interesting aspect of the API is that it offers multiple types of summarization: key points (the default) tl;dr teaser headline You can also request three different lengths: short medium (default) long According... more →
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Using AI in the Browser for Typo Rewriting

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Last week I gave a presentation on Chrome’s new built-in AI support (I’ll link the video at the end) and it’s gotten me inspired to consider new and different ways these APIs can be used to enhance the user experience. These APIs still aren’t quite ready for production use, and it’s absolutely possible we may never see these in Safari or Firefox, but the possibility of using them to enhance an application where available is exciting. For today, I want to share an interesting use case that occurred to me a few weeks ago. One of the APIs being built is a translation API (along with a language detection) API as well. In general the idea here is to go from one language... more →
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Using Java Libraries in BoxLang

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One of the aspects that makes BoxLang compelling is that it runs on top of the Java Virtual Machine which means you get access to any Java library out there. This is something ColdFusion has as well and in the past, I’ve integrated Java libraries into my web apps to make use of open source from the Java community. Best of all, you don’t really need any Java knowledge to do this. Typically libraries will provide good docs and and examples and the mental model of translating a Java example to BoxLang’s language is fairly simple. A few days ago, I blogged an example of parallel processing in BoxLang and in one of the samples, I did a tiny bit of RSS feed processing. I mentioned... more →
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Using Parallel Looping in BoxLang

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Last week I wrote about converting a Python file search script to BoxLang. In that post (and the original Python version) I mentioned how the utility wasn’t terribly efficient as it needed to recreate an index every time it ran. Despite this, the performance was pretty good, taking about two seconds or so to generate the file index from near seven thousand Markdown files. Right after I shared that post, Luis Majano shared an interesting performance tweak I had missed. In BoxLang (and to be fair, this is a feature both Lucee and ColdFusion have as well), when you loop over arrays, structures, and queries, you can enable parallel execution by simply adding an additional argument to the loop.... more →
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