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Duration 14 hours
Course Outline
Getting to Know the Mistral AI Ecosystem
- Briefing on Mistral models (Medium 3, Le Chat Enterprise, Devstral)
- Strategic positioning within the agentic AI landscape
- Core features and competitive differentiators
Principles of Agent Design
- Defining the characteristics of an AI agent
- Establishing agent roles, memory structures, and tool usage
- Distinguishing between enterprise-focused and developer-centric agents
Practical Application of Mistral Medium 3
- Model configuration and environment setup
- Optimising inference performance
- Managing multimodal and coding workflows
Development with Devstral
- Code-first approaches to agent design
- Leveraging Devstral for deep code comprehension
- Best practices for engineering assistant integration
Integrating Le Chat Enterprise
- Deploying Le Chat for enterprise-grade agent solutions
- Implementing RBAC, SSO, and compliance protocols
- Linking enterprise applications and data repositories
Designing End-to-End Agent Workflows
- Synergising Mistral Medium 3, Devstral, and Le Chat capabilities
- Constructing complex multi-tool workflows (including connectors, APIs, and data sources)
- Implementing grounding techniques and RAG patterns
Deployment Strategies and Governance
- Comparing self-hosting options against API-based deployment
- Enhancing monitoring, logging, and observability
- Addressing cost, performance, and compliance factors
Recap and Future Directions
Requirements
- Competence in Python programming
- Practical experience with machine learning pipelines
- Working knowledge of API structures and model integration techniques
Target Audience
- AI Engineers
- Solution Architects
- Applied Machine Learning Teams
- Product Developers
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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