INTELLIGENT TUTORING SYSTEM

XylaEducational Chatbot

An AI-powered educational assistant built on a sophisticated knowledge graph that analyzes student exam patterns across 5+ grade levels to identify learning gaps and provide personalized guidance.

Knowledge Graph Powered5-Grade AnalysisReal-time Insights

Knowledge Graph Visualization

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CurrentPast GradesGapStrong

Analysis Process

Step 1

Exam Analysis

Analyze student exam responses

Step 2

Knowledge Graph

Map to 5-grade knowledge base

Step 3

Gap Identification

Detect weak areas & misconceptions

Step 4

Comprehensive Report

Generate actionable insights

Chatbot Capabilities

Adaptive Learning

Personalizes responses based on student understanding level

Knowledge Mapping

Visualizes connections between concepts across grade levels

Progress Tracking

Monitors improvement over time with detailed analytics

Gap Detection

Identifies knowledge gaps from previous grade levels

Live Demo

Xyla● Online

I'm struggling with algebra problems

I've analyzed your recent test. It looks like there's a gap in understanding linear equations from Grade 8. Would you like to review that first?

Yes, please help me understand

Great! Let me create a personalized learning path. Based on your knowledge graph, I'll focus on: 1) Basic equation solving 2) Graphing lines 3) Real-world applications

Technical Implementation

Knowledge Representation

Neo4j Graph Database
Ontology-based modeling
Concept relationship mapping
Hierarchical knowledge trees

AI/ML Stack

RAG Architecture
Vector Embeddings
Fine-tuned LLMs
Intent Classification

Analytics Engine

Real-time processing
Pattern recognition
Predictive modeling
Progress forecasting