Mistral AI
Europe's AI champion: Le Chat, the API, agents, MCP, Voxtral, Codestral, Document AI, and deployment.
30 courses · 426 lessons · Free
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Mistral AI: Introduction and First Steps
Discover Mistral AI, the leading French AI company, create your account, and explore Vibe to understand the fundamentals of artificial intelligence. Since May 28, 2026, Le Chat is known as Vibe, and the lessons use this new name.
16 lessons 2 h 30 min Beginner
Mistral Models: The Complete Guide
Master the 2026 Mistral model catalog: Medium 3.5, Small 4, Large 3, Devstral 2, Codestral, Voxtral, OCR 4. Learn to choose the right model.
14 lessons 2 h Beginner
Mastering Prompts with Mistral
Advanced prompting techniques: roles, few-shot, chain of thought, temperature, and generation parameters. Become an expert in communicating with AI.
16 lessons 2 h Beginner
Vibe (formerly Le Chat) Advanced: Deep Research, Canvas and More
Unlock the full power of Vibe with Deep Research, Canvas, Memory, voice mode, and agents, designed for demanding users. Since May 28, 2026, Le Chat is called Vibe, and lessons use the new name.
14 lessons 1 h 45 min Intermediate
Vibe (formerly Le Chat) and MCP: Automate Your Workflows
Connect Vibe to your tools: GitHub, Notion, Stripe, Atlassian and more. The MCP protocol revolutionizes automation with AI, and since May 28, 2026, Le Chat is called Vibe in these lessons.
14 lessons 1 h 45 min Intermediate
Mistral Multimodal: Vision, Voice, and Documents
Analyze images, transcribe audio, and extract data from documents with Mistral, putting multimodal capabilities at the service of your productivity. Since May 28, 2026, Le Chat is called Vibe: lessons use the new name.
14 lessons 2 h Beginner
Le Chat Enterprise, Now Mistral Enterprise: Search and Security
Deploy Vibe in the enterprise with enhanced security, enterprise search, Mistral Forge, and AI governance as the sovereign solution for organizations. As of May 28, 2026, Le Chat is called Vibe: the lessons use the new name.
10 lessons 1 h 30 min Intermediate
Professionals
Mistral for Enterprises
Deploy Mistral AI within your organization: Mistral Enterprise, internal search, Mistral Forge for customization, and AI governance. Since May 28, 2026, Le Chat is called Vibe: the lessons use the new name.
14 lessons 2 h Intermediate
Mistral for Small Businesses and Freelancers
Adopt sovereign AI in your business: daily use cases, automation with MCP, AI strategy, and team training. Since May 28, 2026, Le Chat is called Vibe: the lessons use the new name.
14 lessons 1 h 45 min Beginner
Mistral for Marketing and Content Creation
Use Mistral for digital marketing: Deep Research for monitoring, Canvas for writing, multimodal for visuals and complete workflows. Since May 28, 2026, Le Chat is called Vibe: lessons use the new name.
12 lessons 1 h 45 min Beginner
Developers
Mistral in 2026: From Medium 3.5 to Large 4, and Le Chat Becomes Vibe
Everything that changed at Mistral AI in 2026: the summer lineup (Medium 3.5, Small 4, OCR 4, Voxtral), Le Chat becoming Vibe, Mistral Large 4, Voxtral 3 and Voice Agents, and autumn deprecations with their migration plan.
12 lessons 1 h 30 min Intermediate
Mistral API: Quick Start
Configure your Mistral development environment: API key, Python and TypeScript SDKs, first calls, and cloud integrations.
14 lessons 1 h 30 min Developer
Chat Completions: Mastering the API
Deep dive into the Chat Completions API: streaming, multi-turn conversations, roles, stop sequences, guardrails, and advanced sampling parameters.
16 lessons 1 h 45 min Developer
Vision and Image Analysis via API
Integrate computer vision into your applications: send images via URL or Base64, analyze charts, perform OCR, and extract structured data.
12 lessons 1 h 15 min Developer
Voxtral Audio: Transcription and Speech-to-Text
Offline and real-time audio transcription with Voxtral: diarization, context biasing, microphone streaming, and latency optimization.
16 lessons 1 h 45 min Developer
Voxtral TTS: Voice Synthesis and Cloning
Create custom voices and generate speech with Voxtral TTS: zero-shot cloning, real-time streaming, and optimized audio formats.
14 lessons 1 h 30 min Developer
Document AI: OCR and Document Intelligence
Intelligent document extraction with OCR 3: text recognition, annotations, tables, document QnA, and batch processing.
16 lessons 1 h 30 min Developer
Function Calling and Tool Use
Connect your Mistral models to external functions: JSON schema, tool_choice, parallel calls, and integration with business APIs.
14 lessons 1 h 30 min Developer
Structured Output: JSON and Schemas
Get structured JSON outputs from your models: JSON Mode, Pydantic and Zod schemas, client.chat.parse(), and best practices.
12 lessons 1 h 15 min Developer
Embeddings, RAG, and Semantic Search
Build semantic search systems: text and code embeddings, RAG from scratch with FAISS, and advanced techniques (Corrective, Self-RAG, Adaptive).
18 lessons 2 h Developer
Mistral Agents: Building Autonomous AI
Build autonomous AI agents with the Mistral API: persistent conversations, built-in tools, multi-agent handoffs, and complex orchestration.
18 lessons 2 h Developer
MCP for Developers: Servers and Integrations
Implement the Model Context Protocol with STDIO and SSE servers, OAuth authentication, RunContext, and custom MCP server creation.
14 lessons 1 h 30 min Developer
Codestral and Coding Agents: From Devstral to Vibe Code
This course covers Codestral for FIM completion, code agents with Mistral Small 4, Large 4, and Vibe Code, plus Codestral Embed, IDE integrations, and local hosting of Devstral Small 2. Note that Devstral is removed from the API as of July 31, 2026.
14 lessons 1 h 45 min Developer
AI Reasoning with Mistral: reasoning_effort, Small 4 and Large 4
Mistral reasoning in 2026: reasoning_effort on Mistral Small 4 and Large 4, reading thinking chunks, agents and conversations, migration from Magistral (retired), and practical cases in math, code, and decision-making.
12 lessons 1 h 30 min Developer
AI Moderation and Security with Mistral
Secure your AI applications with Custom Guardrails and the Moderation API featuring 11 content categories, detection thresholds, and content policy implementation in production.
12 lessons 1 h 15 min Developer
Production: Batch, Optimization, and Observability
Move to production: batch inference up to 1M requests, predicted outputs, citations with sources, and observability (traces, judges, offline evaluations).
16 lessons 1 h 15 min Advanced
Mistral Deployment: Cloud and Self-Hosting
Deploy Mistral everywhere: AI Studio, Azure AI, Google Vertex, AWS Bedrock, Snowflake, and self-hosting with vLLM, TensorRT-LLM, and TGI.
14 lessons 1 h 45 min Advanced
Mistral Vibe: AI Coding CLI
Install and master Mistral Vibe CLI: configuration, custom providers, MCP, autocompletion, and AI-assisted development sessions.
16 lessons 1 h 45 min Developer
Mistral Vibe Advanced: Agents, Skills, and Local Mode
Create custom agents, reusable skills, and deploy Devstral locally with Mistral Vibe CLI. This advanced guide is for power users.
14 lessons 1 h 30 min Advanced
Mistral Workflows: Durable Orchestration
Build durable workflows with the Mistral SDK: activities, workers, retry policies, determinism, and OpenTelemetry observability.
14 lessons 1 h 30 min Advanced