Research and Development|Live

AI-Native Digital Tutor

AI-powered Learning Management System for Indian Army cadets (NDA, IMA, OTA). Combines a full LMS with SAINIK AI, a real-time streaming AI tutor with a military persona. Two roles: Admin (officers) and Cadet.

Overview

Full-stack military education platform with a streaming AI tutor. 3-column cadet layout with nav, content, and AI tutor panel. SAINIK AI streams responses via SSE with a senior officer persona, context-aware of the current course/lecture.

Specs

AI TutorLLaMA 3.3-70B via Groq, SSE streaming

BackendFastAPI, PostgreSQL 16, 8 DB models, 9 API routes

FrontendReact 18, Redux Toolkit, TailwindCSS

FeaturesCourse enrollment, PDF reader, notes, AI chat

Features

AI pipeline: build_full_context() > build_system_prompt() > CadetMemoryManager > Groq API
LLaMA 3.3-70B with military persona, context-aware of current course/lecture
Frontend scrapes visible DOM text (1,500 chars) so AI sees what cadet sees
In-app PDF reader (60-240% zoom), personal notes, daily army quotes
Admin command center with CRUD for cadets, courses, lectures, books
JWT (15-min) + HttpOnly refresh cookie (7-day), bcrypt, role enforcement

Tech Stack

FastAPIReactPostgreSQLLLaMA 3.3GroqReduxDocker

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