Using AI and PDF Services to Automate Document Summaries / / No Comments I first discovered Diffbot way back in 2021 when I built a demo of their APIs for the Adobe Developer blog ("Natural Language Processing, Adobe PDF Extract, and Deep PDF Intelligence"). At that time, I was impressed with how easy Diffbot’s API was and also how quickly it responded. I had not looked at their API in a while, but a few days ago they announced new support for summarizing text. I thought this would be a great thing to combine with the Adobe PDF Extract API. Here’s what I found. First off, if you want to try this yourself, you’ll need: Adobe PDF Services credentials. These are free and you get 500 transactions per month for free. For folks who may not know,... more → Posted in: JavaScript Tagged with: Automate, Document, Services, Summaries, using
Creating Human-Readable Summaries of Data with Google PaLM Generative AI / / No Comments Like a lot of folks, I’ve been spending a lot of time thinking about generative AI, and AI, in general, and oddly (well for me), trying to focus on productive uses for it when working with APIs. A few weeks ago I shared my initial impressions of Google’s PaLM 2 API, and today I came up with an interesting use case for it. I’ve seen text summarization as a fairly common use case for gen AI, and I agree, it can be incredibly helpful when working with lots of text. However, I got to thinking today, would it be possible to use this as a way to summarize numerical, or other data? So given some process that returns a set of information, can we use gen AI to summarize it? Here’s... more → Posted in: JavaScript Tagged with: creating, data, Generative, Google, HumanReadable, palm, Summaries
Texting Email Summaries using Google PaLM AI and Twilio / / No Comments Yesterday I shared my initial impressions of working with Google’s PaLM 2 AI API. If you didn’t read that article, the tldr is that it’s incredibly easy to work with and I was able to get some Node.js code running in minutes. Exactly the kind of experience you want new developers to have with your product. Based on how easy it was to do that, I thought about building a real prototype of how the service could be used. What It Does # My simple prototype is based on the idea of handling an influx of emails. Imagine a support address or other important email address used for a company. If there is a lot of email coming in, or if the emails that do come in are critically important,... more → Posted in: JavaScript Tagged with: email, Google, palm, Summaries, Texting, Twilio, using