Learn Mistral
Elevating Mistral systems through embeddings, agents, RAG, AWS Bedrock, and Vertex AI
Created by Pavlo Cherkashin
Explore how to turn open-source Mistral models into practical AI solutions for real-world needs. You will learn to build secure chat systems, semantic search tools, intelligent agents, and deploy scalable AI in the cloud. The focus is on hands-on projects that help you create innovative and compliant AI applications.
Packt | Oct 2025 | 528 min
What You Will Learn
You will work through hands-on tutorials and projects that guide you from setting up private chat systems to building advanced agent workflows. Along the way, you will dive into embeddings, semantic search, and Retrieval-Augmented Generation. The final projects focus on deploying your AI solutions to AWS Bedrock and Google Vertex AI.
Key Features
- Build secure chat apps, multi-agent workflows, and coding assistants using Mistral
- Master embeddings and advanced RAG techniques for scalable, context-aware AI
- Deploy production-ready AI on AWS Bedrock, Google Vertex AI, and other cloud platforms
Target Audience
Perfect for software developers, AI practitioners, and data scientists with some experience in AI or programming. If you want to deepen your skills with Mistral models, build secure and scalable AI systems, or understand how to operate AI in regulated environments, you will find practical guidance and actionable insights here.
