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Build Your Own AI Desktop App

Linda Torries – Tech Writer & Digital Trends Analyst by Linda Torries – Tech Writer & Digital Trends Analyst
February 27, 2025
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How to Create a Chat-Bot Application with Mistral Small 22B

Author: Fabio Matricardi

Originally published on Towards AI

Introduction

In this article, we will explore how to create a chat-bot application with Mistral Small 22B, a powerful free tier for frontier AI models. We will walk you through the process of creating a free API key and building a chat application with Mistral-Small.

Creating a Free API Key

Mistral has a powerful free tier for their frontier AI models, which includes a 24 Billion parameter LLM. This model is a 24 Billion parameter LLM, so small in relation to their top flagship model (Mistral Large is a behemoth of 123 Billion parameters…). To access this free tier, you can create a free API key.

Building a Chat Application with Mistral-Small

To build a chat application with Mistral-Small, you will need to create a Streamlit Desktop application on Windows OS. In this article, we will show you how to create a free API key and build a chat application with Mistral-Small.

Why Choose Mistral-Small?

Mistral-Small is a 24 Billion parameter LLM, which is a powerful model for text generation and dialogue. With Mistral-Small, you can create a chat application that can be used for a variety of purposes, including customer service, language translation, and more.

How to Use Le Chat

Le Chat is a chat application that is part of Mistral’s free tier. To use Le Chat, you can follow these steps:

  1. Create a free API key
  2. Install the Le Chat application
  3. Use the Le Chat application to create a chatbot

Conclusion

In this article, we have shown you how to create a free API key and build a chat application with Mistral-Small. With Mistral-Small, you can create a powerful chatbot that can be used for a variety of purposes. We hope this article has been helpful in getting you started with Mistral-Small.

Frequently Asked Questions

Q: What is Mistral-Small?
A: Mistral-Small is a 24 Billion parameter LLM, a powerful model for text generation and dialogue.

Q: What is Le Chat?
A: Le Chat is a chat application that is part of Mistral’s free tier. It allows you to create a chatbot using the Mistral-Small model.

Q: How do I create a free API key?
A: You can create a free API key by signing up for a free account on the Mistral website.

Q: Can I use Mistral-Small for other purposes besides chatbots?
A: Yes, Mistral-Small can be used for a variety of purposes, including text generation, language translation, and more.

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Linda Torries – Tech Writer & Digital Trends Analyst

Linda Torries – Tech Writer & Digital Trends Analyst

Linda Torries is a skilled technology writer with a passion for exploring the latest innovations in the digital world. With years of experience in tech journalism, she has written insightful articles on topics such as artificial intelligence, cybersecurity, software development, and consumer electronics. Her writing style is clear, engaging, and informative, making complex tech concepts accessible to a wide audience. Linda stays ahead of industry trends, providing readers with up-to-date analysis and expert opinions on emerging technologies. When she's not writing, she enjoys testing new gadgets, reviewing apps, and sharing practical tech tips to help users navigate the fast-paced digital landscape.

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