Chat bot
Chat bot
Photo by Alex Knight on Unsplash

Chatbots have seen a massive increase in popularity in the last year or two. One could say that they have grown with the Covid-19 pandemic, but sure enough vaccines will not affect chatbots. Every second user says they enjoy getting quick responses to simple questions from a chatbot. Microsoft Bot Framework by Microsoft, Dialogflow powered by Google, IBM Watson by IBM as some of the frameworks by the Big Tech. Rasa is an open-source framework that enables building of powerful chatbots.

This post is about building a chatbot with Rasa that does a little more than basic interaction covered in…

Photo by Tran Mau Tri Tam on Unsplash

BentoML is currently one of the hottest frameworks for serving, managing and deploying machine learning models. If you are reading this blog, I guess you have heard of it and have some interest in checking it out. So was I, and that’s why I did this small experiment.
One of the simplest exercises in ML is the classification of pets: is it a dog or a cat, based on an image provided. Personally, I never did that exercise but I was intrigued by it. Serveing it with BentoML would make it even more challenging. …

For more than two years, containers and container orchestration started to pop up more and more often in my radar. In my work environment, I kept hearing the terms but I was ‘spoiled’ with excellent colleagues and platform teams that made my contribution in that topic redundant. Hence I postponed putting an effort in learning about these topics. However, motivated by the pandemic and the lockdown, I decided that it was time for me to actually get my hands dirty and learn Docker and Kubernetes. …

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