IgnizeAI Platform
Category
EdTech | AI-Powered Learning Platform
Overview
AI-powered UPSC exam preparation platform with personalized learning paths, automated evaluation, and RAG-based knowledge retrieval for Indian civil services aspirants.
Technology Stack
Custom LLM (OpenAI API), Vector DB, RAG, MCP, Function Calling, Agentic Framework
Status
Live & Scaling (2024-2025)
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Key Features
Personalized Learning
Dynamic context adaptation for each student, with AI adjusting tone, complexity, and continuity based on individual progress and learning style.
RAG-Based Knowledge System
Complete UPSC textbook and notes content stored in vector database, enabling accurate retrieval of relevant information with source verification.
Auto-Evaluation Framework
Upload answer sheets, select exam date, and receive automated evaluation with reference to official question papers. Includes web search integration for missing papers.
UPSC Answer Structure
Follows official UPSC answer formats with proper keyword optimization and structure adherence for maximum scoring potential.
Admin Control Panel
Complete platform management including book ingestion, vector DB management, user analytics, and content moderation.
Advanced AI Tools
Math evaluation engine, UML diagram generation, web search/browsing tools, function calling for progress tracking and analytics integration.
MCP Integration
Model Context Protocol implementation for enhanced context management and multi-modal interactions across the platform.
Client-Side Vector Storage
Browser-based local vector database for uploaded documents, supporting PDFs, docs, text files, and images with add/remove capabilities.
Chat History & Context
Complete conversation tracking with context retention, enabling continuity across sessions and personalized learning journeys.
Impact & Future Expansion
IgnizeAI delivers comprehensive AI-powered features including personalized learning paths, RAG-based knowledge retrieval, automated answer evaluation, UPSC-specific answer structuring, and real-time chat with contextual AI assistance—all designed for scalable, production-ready deployment.
Planned Expansion: CAT (Common Admission Test) preparation, IIT-JEE coaching, and a specialized Full-Maths AI model for advanced mathematical problem solving across competitive examinations.
