Mistral AI: Voxtral TTS (text to speech), Vision & AI Agents

About this course

Most AI courses stop at chatbots. This one doesn't.

You'll build five real applications using Mistral AI's APIs — a live subtitling app with speech to text, a voice assistant with cloned voices, a full-duplex voice agent that uses function calling, an AI homework helper for dyslexic students, and a multi-agent personal assistant. All of it runs on Mistral's free plan.

What you'll build:

A live subtitling app using Voxtral's real-time speech recognitionA voice assistant that clones your voice using ref_audio — no paid tier requiredA voice agent with tool use: the AI can call functions mid-conversation

An accessibility tool that reads handwritten homework, describes diagrams, and reads answers aloudA multi-agent system with handoffs, connectors, and MCP tool use

What you'll learn along the way:

Mistral's chat, reasoning, streaming, and function calling APIsVoxtral speech to text (offline and real-time) and text to speech with built-in and cloned voices

Vision and OCR for image and document understanding

The Mistral Agents API — creating agents, routing between them, using web search connectorsEU AI Act, GDPR, and why Mistral's French origin matters for compliance

How the course works:

Each module covers one capability in a short deep-dive video, then you practice in a hands-on lab (Jupyter or Python CLI — no special setup). After the labs, you build the full project yourself, with a spec and a solution video.

No theory for its own sake. No slides full of definitions. Just Mistral's API, Python, and things you can actually use.

If you know basic Python and want to build real AI applications — not just prompts — this course is for you.

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