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Education Assistant Agent

This repository contains both the source code for the AI Agent and the educational materials used to teach how to build it.

Structure

1. The Class (Tutorials)

A step-by-step guide explaining the design and creation process of this agent.

• Step 1: Concept & Architecture Design
• Step 2: Database & Memory
• Step 3: Core Logic, Monitoring & Hybrid AI
  • Step 3b: Local LLMs & Ollama Guide
  • Step 3c: Cloud AI (Gemini/OpenAI) Guide
• Step 4: Interfaces (Discord/Email)
• Step 5: Use Cases
• Step 6: Publishing to GitHub Pages

2. The Project (Source Code)

The complete, working implementation of the Education Assistant.

• Features: Discord Bot, Email Integration, SQLite Database, Equity Monitor, AI Tutoring.
• Tech Stack: Python, discord.py, smtplib, sqlite3, Ollama (Local LLM).

Goal

To promote educational equity by providing teachers with an AI Co-Pilot that handles logistics and ensures no student is neglected in large classes.

• New: Includes a local AI Tutor loop that proactively helps students struggling with concepts until they understand.