OpenMAIC: An Immersive Multi-Agent Interactive Classroom Experience

Introduction

OpenMAIC (Open Multi-Agent Interactive Classroom) represents a groundbreaking advancement in AI-driven education by transforming any topic or document into an interactive, multi-agent learning environment. Powered by sophisticated multi-agent orchestration, OpenMAIC generates dynamic lessons—including slides, quizzes, simulations, and project-based activities—that engage learners through AI-powered teachers and classmates capable of real-time speech, visual explanations, and collaborative problem-solving.

This platform is not just a tool for educators but also an innovative way for students to explore complex subjects in an engaging, interactive manner. Below is a detailed exploration of OpenMAIC’s architecture, features, use cases, and how it integrates with modern AI workflows.

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Core Features & Highlights

1. One-Click Lesson Generation

OpenMAIC simplifies the process of creating educational content by allowing users to describe a topic or attach reference materials directly into the platform. The system then automatically generates a structured lesson outline and converts it into rich, interactive scenes—such as slides, quizzes, simulations, and project-based learning modules—in just minutes.

Source: OpenMAIC Official Platform

2. Multi-Agent Classroom Experience

Unlike traditional e-learning platforms, OpenMAIC employs a multi-agent system where AI teachers, classmates, and learners interact dynamically:

• AI Teachers deliver lectures with voice narration, animations, and visual aids.
• Classmates engage in discussions, debates, and collaborative problem-solving.
• Learners can ask questions, participate in quizzes, or contribute to group projects.

This real-time interaction mimics a physical classroom environment, fostering deeper engagement and retention.

3. Rich Scene Types

OpenMAIC supports multiple interactive learning formats:

• Slides with Voice Narration: AI-generated slides include animations, spotlights, and laser pointers for emphasis.
• Interactive Quizzes: Multiple-choice, short-answer, and real-time grading with personalized feedback.
• Interactive Simulations: Hands-on HTML-based experiments in physics, chemistry, or programming logic.
• Project-Based Learning (PBL): Structured group projects with milestones, deliverables, and collaborative tools.

Example of AI-generated slides with voice narration.

4. Whiteboard & Text-to-Speech Capabilities

Agents can:

• Draw diagrams, equations, or flowcharts on a shared whiteboard.
• Explain concepts aloud using text-to-speech (TTS) technology.
• Animate visual explanations in real time.

AI agents collaboratively solving problems on a shared whiteboard.

5. Export Options

Learners and educators can export lessons in multiple formats:

• PowerPoint (.pptx): Editable slides with images, charts, and LaTeX formulas.
• Interactive HTML: Self-contained web pages with embedded simulations.

Example of exported PPTX and interactive HTML files.

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Technical Architecture & Integration

1. OpenClaw Integration

OpenMAIC integrates seamlessly with OpenClaw, a personal AI assistant that connects to messaging platforms like Feishu, Slack, Discord, Telegram, and WhatsApp. This allows users to:

• Generate classrooms directly from their chat apps without manual setup.
• Use either hosted mode (access code-based) or self-hosted mode (local deployment).

How OpenClaw Works with OpenMAIC

1. Install the skill via clawhub install openmaic or manually copy files to ~/.openclaw/skills/openmaic.
2. Choose between:

• Hosted Mode: Get an access code from open.maic.chat and paste it into OpenClaw.
• Self-Hosted Mode: Clone, install dependencies, configure API keys, and run the server locally.

Generating a classroom directly from Feishu via OpenClaw.

2. Quick Start Guide

To get started with OpenMAIC, follow these steps:

Prerequisites

• Node.js (v20+)
• pnpm (v10+)

Steps to Run Locally

1. Clone the repository:

   git clone https://github.com/THU-MAIC/OpenMAIC.git
   cd OpenMAIC
   pnpm install

2. Configure API keys in .env.local (e.g., OpenAI, Anthropic, Google Gemini).
3. Run the development server:

   pnpm dev

4. Access the platform at http://localhost:3000.

Deployment Options

• Vercel: Deploy via Vercel’s deployment button with API key configuration.
• Docker: Use docker compose up --build for self-hosted environments.

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Use Cases & Applications

OpenMAIC is designed to cater to diverse educational needs:

1. Academic Learning

• "Teach me Python from scratch in 30 minutes" → AI generates interactive tutorials, coding exercises, and quizzes.
• "Analyze stock prices of Zhipu and MiniMax" → Simulate financial analysis with real-time data integration.

Example: Interactive Python coding tutorial.

2. Professional & Skill Development

• "Break down the latest DeepSeek paper" → AI summarizes research, generates visualizations, and discusses key findings.
• "How to play Avalon (board game)" → Step-by-step strategy guides with interactive simulations.

AI-generated summary of a scientific paper.

3. Collaborative Learning

• Project-Based Learning (PBL): Students work in teams on structured projects, with AI agents providing feedback and guidance.
• Roundtable Discussions: Multiple AI agents debate topics, drawing visual aids to illustrate concepts.

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Contributing to OpenMAIC

OpenMAIC is an open-source project that welcomes contributions from developers, educators, and researchers. Here’s how you can get involved:

Project Structure

The codebase follows a modular architecture:

• app/: Next.js application with API routes.
• lib/generation/: Two-stage lesson generation pipeline (outline → scenes).
• orchestration/: Multi-agent orchestration using LangGraph.
• playback/: State machine for classroom playback.
• action/: Executes 28+ actions (speech, whiteboard, animations).

How to Contribute

1. Fork the repository: git clone https://github.com/THU-MAC/OpenMAIC.git
2. Create a new branch (git checkout -b feature/new-feature).
3. Commit your changes and push them.
4. Open a Pull Request (PR) for review.

Key Architecture Components

• Generation Pipeline: Converts user input into structured lessons.
• Multi-Agent Orchestration: Manages agent interactions using LangGraph.
• Playback Engine: Drives real-time classroom sessions.
• Action Engine: Handles 28+ actions (e.g., TTS, whiteboard drawing).

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Licensing & Citation

OpenMAIC is licensed under the AGPL-3.0, ensuring open-source accessibility while protecting intellectual property.

For research citations:

@Article{JCST-2509-16000,
    title = {From MOOC to MAIC: Reimagine Online Teaching and Learning through LLM-driven Agents},
    journal = {Journal of Computer Science and Technology},
    year = 2026,
    doi = {10.1007/s11390-025-6000-0}
}

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Conclusion

OpenMAIC is a revolutionary platform that merges AI-driven education with interactive, multi-agent learning experiences. By eliminating the barriers of traditional e-learning, it empowers educators and students to explore complex topics in engaging, collaborative ways.

Whether used independently or integrated via OpenClaw into messaging platforms, OpenMAIC redefines how we approach education—making learning dynamic, personalized, and immersive.

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For more details, visit open.maic.chat or explore the GitHub repository: THU-MAIC/OpenMAIC.