EdTech AI Learning Platform

🚀 Revolutionizing Education with AI Agents

Welcome to the EdTech AI Learning Platform, a cutting-edge educational technology platform that leverages a Mixture of Agents Architecture to provide an unparalleled learning experience. Unlike traditional AI platforms like ChatGPT, Claude, or DeepSeek, which primarily focus on theoretical knowledge and Python-based execution, our platform empowers students across multiple disciplines, including Electronics, Mathematics, Physics, and Chemistry.

🎯 Why We Built This?

Current AI learning tools are limited in their ability to assist students in fields requiring specialized computational tools, particularly in Electronics, Circuit Design, Chip Design, and Advanced Mathematics. Students often struggle with:

• The need to download large proprietary software.
• Limited AI support for hardware-related disciplines.
• Lack of interactive visualization tools for complex subjects.

Our solution? A fully integrated AI-driven sandbox with powerful open-source tools, allowing students to design, simulate, and visualize their projects without expensive software or hardware constraints.

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🏗️ Mixture of Agents Architecture

Our Agentic Framework brings together multiple AI specialists, each designed to tackle specific educational domains:

📡 Electronics Specialist Agents

• Chip Design Specialist 🛠️ – Helps students design and simulate chip architecture.
• System Verilog & Digital Electronics Expert 🖥️ – Guides students in hardware description languages and FPGA programming.
• Signal Processing & Analog Electronics Expert 📊 – Aids in analyzing and designing analog circuits.

📐 Mathematics Specialist Agents

• Provides personalized, AI-generated educational videos using mathematical code to visually explain concepts.

⚛ Physics & Chemistry Specialist Agents

• Uses 3D molecular visualization (RdKit + 3Dmol) to provide interactive models of molecules & polymers.

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🌍 Key Strengths & Features

1. Comprehensive AI Support for Non-CS Disciplines – Electronics, Physics, Chemistry, and Mathematics.
2. Integrated Sandbox Environment – Runs advanced open-source tools for real-world simulation.
3. Interactive Learning with AI-Generated Content – Personalized math videos and 3D molecular structures.
4. Eliminates the Need for Proprietary Software – Uses open-source alternatives like KiCAD, Icarus Verilog, Octavius Compiler.
5. Accessible Anytime, Anywhere – Cloud-based execution with AI-powered assistance.

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🛠️ Tech Stack

🏗 Agentic Framework & Models Used:

• Classifier Agent: Gemini-Deepthink-6b
• AI Models:
  • llama2-7b
  • deepseek34b-qwen-distilled
  • whisper-voice
  • azure-openai
  • gemini-deepthink-24b:free

💾 RAG (Retrieval-Augmented Generation) Database

• ChromaDB – To maintain context-aware AI responses and enhance learning retention.

🏗 Sandbox Environment for Execution:

• Manim Generator – Dynamic visualization of mathematical concepts.
• Python Interpreter – For coding-based learning modules.
• KiCAD Executor – Open-source PCB design.
• Icarus Verilog – HDL simulation for digital circuits.
• Octavius Compiler – High-performance hardware compilation.
• MongoDB + AWS-S3 – Cloud storage and data management.
• RdKit + 3Dmol – Interactive 3D molecular visualization.

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🔥 Why Choose Us?

🚀 First-of-its-kind AI-powered EdTech platform for Electronics & Sciences. 🌐 Brings AI-powered hardware simulation to students. 💡 Personalized, interactive learning through AI-generated videos & simulations. 💰 Removes the financial burden of expensive proprietary software.

📢 Join us in revolutionizing EdTech with AI!