Building a Chatbot using SwiftUI and Machine Learning

Learn how to power your chatbot with machine learning

ML Musings
3 min readFeb 2, 2023
Photo by Volodymyr Hryshchenko on Unsplash

Chatbots are becoming increasingly popular to provide conversational interfaces for a variety of applications. With the power of SwiftUI and machine learning, building a chatbot has never been easier. In this article, we’ll explore how to build a chatbot using SwiftUI and machine learning.

Lets begin.

Preparation

Before we start building our chatbot, we need to gather the data that we will use to train our machine learning model. This may involve scraping data from websites, using APIs, or gathering data in other ways. We will also need to prepare the data by cleaning it, converting it to a suitable format, and splitting it into training and test sets.

//Example data preparation
let data = [
"Hello, how are you?",
"I'm doing well, thank you.",
"That's great to hear!",
"How can I help you today?",
"I need some information on a product.",
"Sure, what product are you interested in?"
]

Train the model:

Next, we need to train a machine learning model that can respond to user inputs. There are many algorithms that can be used for this, but one of the most popular is the Long…

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ML Musings
ML Musings

Written by ML Musings

✨ I enjoy pushing the boundaries of JS, Python, SwiftUI and AI. You can support my work through coffee - www.buymeacoffee.com/MLMusings

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