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How to build a chat application with LLMs locally and Jan IA or LM Studio and connect to Python
LLMs on your PC: Create your own ChatGTP-style app with Jan AI and Python Flask
In this book, we will see how we can connect a Local AI (local LLM) using Python to do whatever you want; in the book, we will create a chat.
This book is a translation into English of Cómo construir un chat con LLMs en local y Jan IA o LM Studio y Conecta a Python which was originally written in Spanish
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About
About the Book
In this book, we will see how we can connect a Local AI (local LLM) using Python to do whatever you want; in the book, we will create a chat.
Tired of depending on cloud services and worried about your privacy? It's time to take control! With our book, you will learn to transform your own computer into a powerful artificial intelligence laboratory, 100% private and without an internet connection.
Imagine having your own ChatGPT-like assistant, trained with your documents, that works without sending a single piece of data outside your computer. This book will guide you step by step to achieve this, regardless of whether you use Windows, macOS, or Linux.
With this practical guide, you will master:
- Local Installation: Learn to install and configure open-source tools like Jan.IA and LM Studio to run language models (LLMs) directly on your PC.
- Choosing the Perfect Model: Discover the differences between models like Gemma, Llama, and Mistral, and understand what the sizes (4B, 8B, 12B) mean to choose the ideal one based on your hardware power.
- Creating Personalized Assistants: We teach you how to give precise instructions (prompts) to your AI so it specializes in specific tasks, such as generating questions and answers from your own texts.
- Developing Your Own Chat App: Let's code! We will build a web application together using Python and Flask that connects to your local LLM, allowing you to chat with your AI through a friendly interface.
- Image and Context Analysis: Take your AI to the next level by learning to send images for analysis and configuring the "system role" so it remembers the conversation context and always responds in your preferred language.
This is not just a theoretical book. It is a practical manual full of examples, code, and advice based on real experience so you can build a powerful, private, and totally yours AI ecosystem.
The book assumes that you know how to program in Python, specifically with Flask or FastAPI.
Don't get left behind! Get the book today and start building the future of artificial intelligence on your own desktop.
This book is a translation into English of Cómo construir un chat con LLMs en local y Jan IA o LM Studio y Conecta a Python which was originally written in Spanish
Author
About the Author
Andrés Cruz Yoris
Andrés Cruz Yoris, Licenciado en Computación, con más de 10 años de experiencia en el desarrollo de aplicaciones web en general; trabajo con PHP, Python y tecnologías del lado del cliente como HTML, JavaScript, CSS, Vue entre otras; y del lado del servidor como Laravel, Flask, Django y Codeigniter. También desarrollo con Android Studio, xCode y Flutter para la creación de aplicaciones nativas para Android e IOS.
Pongo a tú disposición parte de mi aprendizaje, reflejado en cada una de las palabras que componen mis libros sobre el desarrollo de aplicaciones en general.
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