Voice cloning, speech to text, text to speech, and AI agents — 5 real Python projects on Mistral's free plan
What you'll learn
Build a live subtitling app and voice assistant using Mistral's Voxtral real-time STT
Clone voices with ref_audio and wire a full STT → LLM → TTS pipeline in Python
Wire up function calling and multi-agent handoffs with Mistral's Agents API
Read images and handwritten documents with Mistral's vision and OCR APIs
Ship 5 real apps: live subtitler, voice assistant, voice agent, homework helper, multi-agent system
Understand GDPR and the EU AI Act — and why Mistral's European origin matters for compliance
Requirements
Basic Python — comfortable writing and running simple scripts
No AI or ML background required — we start from the Mistral API basics in Lecture 1
A free Mistral AI account — created together in Lecture 1, free tier covers all course projects
Description
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 recognition
• A voice assistant that clones your voice using ref_audio — no paid tier required
• A voice agent with tool use: the AI can call functions mid-conversation
• An accessibility tool that reads handwritten homework, describes diagrams, and reads answers aloud
• A 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 APIs
• Voxtral 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 connectors
• EU 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.
Who this course is for
Python developers who want to add voice and vision features to real apps
Developers in EU-regulated industries who need GDPR-compliant AI solutions
Anyone who knows basic Python and wants to build more than a chatbot


https://rapidgator.net/file/9a03ad87db23c2812f52271aac451c38/Mistral_AI_Voxtral_TTS_(text_to_speech),_Vision_&_AI_Agents.part2.rar.html,_Vision_&_AI_Agents.part2.rar.html