0

Explore Products

Best Sellers

New Releases

Books

Videos

Audiobooks

Free Learning

Learn Mistral

You're reading from Learn Mistral Elevating Mistral systems through embeddings, agents, RAG, AWS Bedrock, and Vertex AI

Product type Paperback

Published in Oct 2025

Publisher Packt

ISBN-13 9781835888643

Length 528 pages

Edition 1st Edition

Languages

Python

Concepts

GPT/LLMs

Author (1):

Pavlo Cherkashin

View More author details

Table of Contents (14) Chapters

Preface

1. Strengths, Limitations, and Use Cases of Language Models FREE CHAPTER

2. Setting Up Your Own Chat

3. Managing the Model

4. Mastering Embeddings

5. Agents: From Automation to Intelligence

6. Unpacking RAG Workflows

7. Coding with Mistral

8. Building Smarter Defenses with Mistral

9. Take-Home RAG Challenges

10. Mistral on AWS Bedrock

11. Harnessing Mistral’s Power via Google Cloud Vertex AI

12. Other Books You May Enjoy

13. Index

Extracurricular

Having built a solid foundation in working with embeddings, you’re now ready to explore more advanced and creative applications. Let these exercises spark new ideas for your own projects:

Build a custom n8n pipeline: Start from scratch and design your own automated workflow inside n8n. Combine new data feeds, AI analysis, and delivery channels, practicing rapid prototyping skills while tailoring the workflow to your unique trading objectives.
Connect n8n with Discord: Extend your workflow beyond Telegram by integrating n8n with Discord webhooks or bots. This lets trading insights automatically flow into dedicated channels, making it easier to collaborate with communities in real time.
Embed charts in n8n messages: Enhance your n8n workflow by attaching candlestick charts or technical studies as images in outbound messages. This creates visually rich financial updates, helping traders grasp key insights quickly instead of reading only raw...

The rest of the chapter is locked

Visually different images

CONTINUE READING

83

Tech Concepts

36

Programming languages

73

Tech Tools

Unlimited access to the largest independent learning library in tech of over 8,000 expert-authored tech books and videos.

Innovative learning tools, including AI book assistants, code context explainers, and text-to-speech.

50+ new titles added per month and exclusive early access to books as they are being written.

Learn Mistral

Register for a free Packt account to unlock a world of extra content!

A free Packt account unlocks extra newsletters, articles, discounted offers, and much more. Start advancing your knowledge today.

Unlock this book and the full library FREE for 7 days

Get unlimited access to 7000+ expert-authored eBooks and videos courses covering every tech area you can think of

Start free trial

Renews at $19.99/month. Cancel anytime

Authors (1)

Pavlo Cherkashin

Pavlo Cherkashin

Pavel Cherkashin is a seasoned software craftsmanship expert with a focus on artificial intelligence and machine learning. He currently works as a consultant, helping organizations design and implement innovative AI solutions. Pavel's journey into AI began with a deep fascination for neural networks, and he has since dedicated his career to mastering and applying AI technologies. Along the way, he has contributed to major technology initiatives at companies such as Nike and Oracle. Pavel is also passionate about teaching, conducting workshops and training sessions to help professionals and enthusiasts understand and implement AI technologies effectively.

See other products by Pavlo Cherkashin

Personalised recommendations for you

Based on your interests and search pattern

Modern Computer Vision with PyTorch

Modern Computer Vision with PyTorch

This book provides a hands-on approach to solving over 30 prominent real-world computer vision problems using PyTorch 2.x on actual datasets. Here you'll learn to build a neural network from scratch and optimize hyperparameters, perform image classification, multi-object detection, segmentation, and more. You'll also explore facial expression manipulation and combining CV with NLP and RL techniques, build generative AI applications, and take your model to production on AWS. By the end of this book, you'll master modern NN architectures and confidently solve real-world CV problems.

Jun 2024 24h 52m

Data Governance Handbook

Data Governance Handbook

This book provides a highly focused view of real business outcomes powered by data governance, that resonate with non-data executives such as CFOs and CEOs. You'll also find useful insights into how to implement data governance initiatives.

May 2024 13h 12m

Data Engineering with Databricks Cookbook

Data Engineering with Databricks Cookbook

This book shows you how to use Apache Spark, Delta Lake, and Databricks to build data pipelines, manage and transform data, optimize performance, and more. Additionally, you'll implement DataOps and DevOps practices, and orchestrate data workflows.

May 2024 14h 36m

Azure Data Engineer Associate Certification Guide

Azure Data Engineer Associate Certification Guide

Unlock the power of Azure data engineering with this certification guide, elevating your skills in data processing, storage, and security with the help of practical insights, hands-on exercises, and the latest advancements.

May 2024 18h 16m

Microsoft Power BI Cookbook

Microsoft Power BI Cookbook

Microsoft Power BI is the most sought-after platform for BI professionals' visualization needs. Explore the latest Power BI features, future AI enhancements, and integration with other Power Platform tools via new recipes in this updated edition.

Jul 2024 19h 56m

Python Data Cleaning Cookbook

Python Data Cleaning Cookbook

The book shows you how to clean, wrangle, and view data from multiple perspectives, including dataset and column attributes. You will cover common and not-so-common challenges that are faced while cleaning messy data for complex situations and learn to manipulate data to get it down to a form that can be useful for making the right decisions.

May 2024 16h 12m

Microsoft Azure AI Fundamentals AI-900 Exam Guide

Microsoft Azure AI Fundamentals AI-900 Exam Guide

This AI-900 study guide will help you prepare and practice for the certification exam. You'll delve into AI workloads, ML principles, computer vision, NLP, knowledge mining, and generative AI using Azure cloud services.

May 2024 9h 36m

Using Stable Diffusion with Python

Using Stable Diffusion with Python

This book shows you how to use Python to control Stable Diffusion and generate high-quality images. In addition to covering the basic usage of the diffusers package, the book provides solutions for extending the package for more advanced purposes.

Jun 2024 11h 44m

Getting Started with DuckDB

Getting Started with DuckDB

This hands-on book teaches you to analyze large datasets with blazing speed and ease. You will learn how to use DuckDB to quickly load, query, transform, analyze, and visualize data effectively through a series of practical examples.

Jun 2024 12h 44m

Databricks Certified Associate Developer for Apache Spark Using Python

Databricks Certified Associate Developer for Apache Spark Using Python

This guide gets you ready for certification with expert-backed content, key exam concepts, and topic reviews. Additionally, you'll be able to make the most of Apache Spark 3.0 to modernize workloads and more using specific tools and techniques.