Education & Learning

JEE-level math tutor using Agentic-RAG with Qdrant, GPT-4.1, DSPy guardrails, and human feedback loop.

This project implements an **Agentic-RAG architecture** to simulate a math professor that solves **JEE-level math questions** with step-by-step explanations. The system smartly routes queries between a vector database and web search, applies input/output guardrails, and incorporates human feedback for continuous learning.

## 📌 Features

- ✅ **Input Guardrails** (DSPy): Accepts only academic math 

Multi-agent Streamlit app using specialized AI educators to create personalized learning plans via Google Docs.

### 🎓 FREE Step-by-Step Tutorial 
**👉 [Click here to follow our complete step-by-step tutorial](https://www.theunwindai.com/p/build-an-ai-teaching-agent-team) and learn how to build this from scratch with detailed code walkthroughs, explanations, and best practices.**

A Streamlit application that brings together a team of specialized AI teaching agents who collaborate like a professional teaching

Multimodal public speaking coach using AI agents to analyze facial expressions, voice, and speech content.

## Overview
AI Speech Trainer is an AI-powered multi-agent, multimodal public speaking coach that listens to how you speak, watches how you express, and evaluates what you say - helping you become a confident public speaker.

Whether you're preparing for a TED talk, interview, or school presentation, AI Speech Trainer provides you with personalized feedback, helping you improve your public speakin