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Course Outline

Introduction to the Mistral AI Ecosystem

  • Exploration of Mistral models, including Medium 3, Le Chat Enterprise, and Devstral
  • Understanding their place within the agentic AI landscape
  • Review of core features and unique value propositions

Principles of Agent Design

  • Defining the essence of an AI agent
  • Structuring agent roles, memory mechanisms, and tooling
  • Distinguishing between enterprise-oriented and developer-focused agents

Practical Application with Mistral Medium 3

  • Configuring model setups
  • Tuning and optimizing inference processes
  • Working with multimodal and coding-centric workflows

Development with Devstral

  • Designing code-first agents
  • Leveraging Devstral for enhanced code comprehension
  • Adopting best practices for engineering assistants

Integrating Le Chat Enterprise

  • Implementing Le Chat for enterprise-grade agents
  • Handling RBAC, SSO, and compliance requirements
  • Linking enterprise applications and data repositories

End-to-End Agent Workflows

  • Synthesizing Mistral Medium 3, Devstral, and Le Chat capabilities
  • Constructing multi-tool workflows using connectors, APIs, and data sources
  • Implementing grounding techniques and RAG patterns

Deployment and Governance

  • Comparing self-hosting against API-based deployment
  • Managing monitoring, logging, and observability
  • Addressing cost, performance, and compliance factors

Summary and Future Directions

Requirements

  • Knowledge of Python programming
  • Background in machine learning workflows
  • Proficiency with APIs and model integration

Target Audience

  • AI engineers
  • Solution architects
  • Applied ML teams
  • Product developers
 14 Hours

Custom Corporate Training

Training solutions designed exclusively for businesses.

  • Customized Content: We adapt the syllabus and practical exercises to the real goals and needs of your project.
  • Flexible Schedule: Dates and times adapted to your team's agenda.
  • Format: Online (live), In-company (at your offices), or Hybrid.
Investment

Price per private group, online live training, starting from 2600 € + VAT*

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