Mistral AI Study Notes & Quizzes Webhook Workflow (n8n)

Generate study notes, quizzes, roadmaps, and coaching—on demand—through a single n8n webhook

This Mistral AI Study Notes & Quizzes Webhook Workflow (n8n) exposes one POST webhook endpoint that routes requests to learning modules powered by Mistral Cloud, enriches learning with YouTube Data API results, and adds contextual conversation memory using Postgres. Send a module name and parameters—get structured JSON back.

What this workflow does

• Receives a webhook request and reads the requested module from body.module.
• Notes module: sends topic, difficulty, language, and format to Mistral Cloud to generate structured study notes and returns { "notes": ... }.
• YouTube search module: queries the YouTube Data API for up to 10 videos matching the provided search term and language, then returns them as a clean videos array.
• Quiz module: prompts Mistral Cloud to generate exactly the requested number of multiple-choice questions, parses the output into valid JSON, and returns questions with options, answers, and explanations.
• Roadmap module: sends a career category and role to Mistral Cloud to generate a structured roadmap object (milestones, resources, and progress) and returns it as JSON.
• Assistant module: creates or reuses a session ID, uses Postgres-backed conversation memory plus Mistral Cloud to produce a contextual coaching reply, and returns the assistant message as JSON.

Use cases

• Build a learning microservice for your SaaS: request notes, quizzes, or a career roadmap via webhook.
• Automate tutoring: run the assistant module to keep coaching consistent across sessions.
• Enhance study plans with video discovery by calling the youtube_search module for curated results in your users’ preferred language.

Technical details

• Integrations: Mistral Cloud (notes, quiz, roadmap, assistant), YouTube Data API (video search), Postgres (chat memory).
• n8n nodes used: webhook, http request, switch, code, set, and sticky note.