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In this talk, I will show how you can use ScalaPy to leverage an excellent NLP library like Spacy, minimizing your discomfort of using Python, and enhancing your comfort with Scala 3 for the remaining parts of your application.
In many domains of computer science, state-of-the-art frameworks are written in Python. Natural Language Processing (NLP) is such a domain, and if you want to use cutting-edge approaches, you have to resort to Python libraries. In this talk, I will show how you can use ScalaPy to leverage an excellent NLP library like Spacy, minimizing your discomfort of using Python, and enhancing your comfort with Scala 3 for the remaining parts of your application. I will show everything from configuring your (minimal) environment to interacting with Python, defining facades, and controlling memory usage.
This talk is my slightly expanded version of that statement, and should hopefully understand what "Free" is, what purpose it serves and where it came from.
We managed to alleviate almost entirely the slowdown induced by Tapir in a web socket server. The journey towards this goal was quite insightful, and we would like to share it with you.
I would like to go over the most relevant tools and changes that can improve your developer experience.
In this talk, I will cover three key concepts that emerged from reflecting on this past year of learning: making mistakes, helping others to help you and finding community.
