Tool or Technology
TT0064

Mastering Mistral AI

Advanced Models, Agents & Enterprise AI Workflows

Mistral
Duration
32 Hours
Level
Advanced
Delivery
Instructor-Led
Format
Capability Development

Programme Objectives

  • Develop advanced expertise in selecting and applying Mistral models for reasoning, multimodal processing, document intelligence, research, coding, and enterprise AI applications.
  • Architect production-oriented AI solutions using Mistral APIs, structured outputs, function calling, RAG, Libraries, built-in tools, and persistent Agent workflows.
  • Design secure agentic and multi-agent systems that combine Mistral models with enterprise applications, MCP Connectors, external tools, and human approval.
  • Apply Mistral Vibe and Vibe Code to advanced knowledge-work, software-engineering, research, and long-running agentic workflows.
  • Design enterprise AI deployment, customisation, evaluation, security, governance, and model-adaptation strategies using Mistral Studio and Forge.

Technology covered

Mistral AIMistral VibeMistral StudioMistral API & SDKMultimodal ModelsStructured OutputsFunction CallingAgents & Conversations APILibrariesRAGDocument AI OCRWeb SearchCode InterpreterConnectorsModel Context Protocol (MCP)Vibe CodeDevstral & Mistral Forge

Who should attend

  • AI / Machine Learning Engineers
  • Generative AI Engineers
  • Software Developers & Application Engineers
  • AI Solution Architects
  • Solution & Enterprise Architects
  • Data Scientists & Data Engineers
  • MLOps & AI Platform Engineers
  • DevOps & Cloud Engineers
  • Backend & Integration Developers
  • Technical Leads & Engineering Managers
  • Business Analysts & Technical Consultants
  • Digital Transformation Professionals
  • AI Innovation Teams
  • Enterprise Automation Professionals
  • Knowledge & Research Platform Teams

Prerequisites & Participant Readiness

  • Basic understanding of Generative AI and Large Language Models
  • Working knowledge of Python, TypeScript, JavaScript, or another application-development language is recommended
  • Familiarity with REST APIs, JSON, and SDK-based integrations
  • Basic understanding of databases, document processing, and information retrieval is beneficial
  • Familiarity with Git and software-development workflows is useful for Vibe Code modules
  • Basic knowledge of cloud or application infrastructure is beneficial
  • No previous Mistral course attendance is required
  • Access to some advanced capabilities may depend on enterprise configuration, API permissions, deployment model, and feature availability

TOC Modules

Concepts
  • Understanding the Mistral ecosystem across Vibe, Studio, APIs, models, Agents, and enterprise deployment
  • Understanding the roles of Vibe Work, Vibe Code, Studio, and Admin
  • Understanding open-weight, hosted, multimodal, reasoning, and specialised model categories
  • Understanding enterprise AI architecture and deployment choices
  • Understanding strengths, limitations, hallucinations, and developer responsibility
Practical activities
  • Exploring Mistral Studio and available model capabilities
  • Comparing model behaviour across different enterprise tasks
  • Identifying appropriate Mistral capabilities for multiple business and technical use cases

Scenarios

Enterprise Knowledge & Document Intelligence Platform

Enterprise Documents → Document AI / OCR → Library & RAG → Mistral Agent → Structured Analysis → Source Verification → Business Recommendation

Participants build an enterprise knowledge solution that processes complex documents, retrieves relevant organisational information, and generates source-grounded answers and recommendations to improve research, documentation, and knowledge-access efficiency.

Connected Multi-Agent Business Workflow

Business Request → Mistral Agent → Specialist Agents → Web / Code / Library Tools → MCP Enterprise System → Human Approval → Structured Output → Business Action

Participants design a multi-agent workflow that combines reasoning, enterprise knowledge, external information, analytical tools, and connected business systems to automate a complex process while maintaining secure human oversight.

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