How to summarize articles with Streamlit and LangChain with Mistral 7B on CPU

Nuno Bispo
Django Unleashed
Published in
10 min readNov 9, 2023

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In this article, we will guide you through the steps of combining Streamlit’s simplicity with the summarization prowess of Mistral 7B to create a powerful tool for distilling long articles into their core messages.

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In the age of information overload, the ability to quickly understand the essence of a text can be an invaluable skill.

This is where the art of summarization comes into play, and it has been revolutionized by AI tools like Mistral 7B and LangChain.

But how can one harness this technology in a user-friendly way? Enter Streamlit, a game-changer for building data applications.

In this article, we will guide you through the steps of combining Streamlit’s simplicity with the summarization prowess of Mistral 7B powered by LangChain orchestration to create a powerful tool for distilling long articles into their core messages.

Whether you’re a busy professional, a student, or just someone with a voracious appetite for knowledge, this tutorial will empower you to stay informed and efficient.

Prepare to unlock the potential of AI-assisted reading without the need for deep technical know-how.

What is Streamlit?

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Nuno Bispo
Django Unleashed

➡️ Content Creator 📜 ➡️ Software Builder 🧑‍💻 ➡️ Follow me for content about 🐍 Python 📘 Django 🧠 A.I.