Felix Augenstein – Blog about AI, Apps, Automation, Cloud, Data & Technology

May 3, 2025May 23, 2025FastAPI, Python, REST APIs

Getting Started with FastAPI and uv: A Lightweight Python Web Framework Stack

FastAPI is a modern Python web framework that makes it easy to build APIs quickly and efficiently, with automatic documentation and strong type support. Combined with uv — a lightweight developer tool that wraps Python virtual environments and package management — it becomes even simpler to set up and maintain […]

June 6, 2023ChatGPT, Generative AI, IBM Cloud, IBM Watson, Large Language Models, NeuralSeek, REST APIs, Watson Assistant, Watson Discovery

Large Language Models & Generative AI for your Digital Assistant & chat applications with NeuralSeek

Large Language Models & Generative AI These days, ChatGPT, which is powered by Large Language Models (LLM), has become a hot topic of discussion. LLM and Generative AI are at the forefront of Artificial Intelligence research and are making significant waves in various fields. Large Language Models, like GPT-3 (the […]

March 31, 2023April 17, 2023Machine Learning Metrics

Evaluating Machine Learning Models – ML Metrics for Classification & Regression

Let’s say you already trained your Machine Learning (ML) model and would like to know if it performs well. In order to do that it is necessary to know and apply the correct metric to evaluate your ML model. This article will give you a brief overview of metrics that […]

learning-difference-getting-started-artificial-intelligence-machine-learning-data-science

February 28, 2023March 31, 2023Cloud Pak for Data, IBM Watson, Watson Studio

Learning the difference & getting started with Artificial Intelligence, Machine Learning & Data Science

Ever wondered about the difference between Artificial Intelligence, Machine Learning and Data Science? Well then this article may shed some light. We will take a look at some definitions, further explanations, use cases and tools to get you started. Artificial Intelligence Artificial Intelligence or AI is a very broad term […]

how-to-deploy-your-vuejs-apps-toheroku-from-github-repo

November 25, 2022Application, Cloud hosting, Express.js, Node.js, Vue.js

How to deploy your Vue.js application to Heroku from a GitHub repository

When deploying your applications you need to choose a Cloud- or hosting provider. Heroku is one example – which is easy to use and supports lots of application types, databases, etc. – for developers to deploy, manage, and scale their apps. In addition, you can connect directly to your GitHub […]

June 24, 2022June 24, 2022Application, Node.js, Pinia, Vue-Router, Vue.js, Vuex

From Vuex to Pinia – why & how to use the new official state management library for Vue

Vuex was the officially recommended state management solution for quite a while, however, Pinia has now taken its spot and is the recommended state management solution in the newest Vue.js docs. In this article let’s first take a look at state management, what it is and why we might need […]

June 3, 2022June 3, 2022Node.js, Vue-Router, Vue.js

Getting started with Vue router in Vue.js 3, to create a few sections for the app and a menu

If you have been following the previous Vue.js 3 tutorials, to create a new project or the Composition and Options APIs, and now you would like to build an application with a few sections and a menu, this is the right tutorial for you. In this tutorial we will install […]