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