Features

AI-Powered LMS Features

Everything you need to modernize your institution without disrupting traditional workflows

AI Features

Powered by RAG, pgvector embeddings, and advanced AI models

🧠

AI Mentor (RAG-Powered)

Syllabus-aligned doubt solver using embeddings and vector search with pgvector. Not generic ChatGPT - provides contextual answers based on your actual course material.

  • ✓Uses RAG (Retrieval-Augmented Generation) pipeline
  • ✓Searches course material using pgvector embeddings
  • ✓Explains concepts with examples, diagrams, and step-by-step guidance
  • ✓Available 24/7 for student support
  • ✓Reduces faculty workload by handling common queries
⚖️

AI Quiz Judge

Automated descriptive answer scoring that compares student submissions with model answers and course material.

  • ✓Evaluates long descriptive answers automatically
  • ✓Compares with model answers and course content
  • ✓Provides detailed explanations and constructive feedback
  • ✓Significantly reduces faculty evaluation time
  • ✓Consistent and objective scoring
📝

AI Summaries

Generate intelligent summaries for notes, PDFs, PPTs, DOCX files, and lessons.

  • ✓Summarizes course materials automatically
  • ✓Supports multiple formats: PDF, PPT, DOCX, Text
  • ✓Helps students quickly understand key concepts
  • ✓Saves time for both faculty and students
🔍

AI Semantic Search

Search semantically across all course material, lectures, notes, and content using AI-powered search.

  • ✓Finds relevant content across entire course library
  • ✓Understands context and meaning, not just keywords
  • ✓Helps students discover related materials
  • ✓Improves content discoverability

Core LMS Features

Complete learning management system built for all educational institutions

Course Structure

Organized Courses → Chapters → Lessons hierarchy for structured academic delivery.

  • •Flexible course organization
  • •Multiple chapters per course
  • •Unlimited lessons per chapter
  • •Easy content management

Multiple Content Types

Support for all lesson types: Video, PDF, PPT, DOCX, Text, and SCORM 1.2/2004.

  • •Video lessons with playback controls
  • •Document uploads (PDF, PPT, DOCX)
  • •Text-based lessons
  • •SCORM 1.2 and 2004 compliance
  • •S3-compatible storage for all content

Offline Class Recordings

Upload and manage offline class recordings seamlessly.

  • •Upload recorded lectures
  • •Organize by course and chapter
  • •Student access to recordings
  • •Video bandwidth optimization

Assignments & Quizzes

Create assignments, quizzes, and evaluations with automated scoring.

  • •Multiple question types
  • •Automated grading for objective questions
  • •AI-powered evaluation for descriptive answers
  • •Deadline management
  • •Submission tracking

Student Dashboards

Comprehensive student progress tracking and analytics.

  • •Course progress visualization
  • •Assignment and quiz scores
  • •Attendance tracking
  • •Learning analytics
  • •Performance insights

Faculty Dashboards

Tools to reduce workload and improve teaching efficiency.

  • •Student progress monitoring
  • •Automated evaluation assistance
  • •Attendance management
  • •Course analytics
  • •Workload reduction tools

Attendance Tracking

Digital attendance management system.

  • •Mark attendance digitally
  • •Generate attendance reports
  • •Export for NAAC/NBA documentation
  • •Automated notifications

Certificates

Issue certificates with verification links.

  • •Customizable certificate templates
  • •Unique verification links
  • •Digital certificate generation
  • •Verification portal

Groups & Cohorts

Organize students into groups and cohorts for targeted delivery.

  • •Create student groups
  • •Cohort-based learning paths
  • •Group assignments
  • •Targeted announcements

Announcements & Notifications

Keep students and faculty informed with announcements and notifications.

  • •Course-wide announcements
  • •Targeted notifications
  • •Email and in-app notifications
  • •Notification preferences

Admin Panel

Comprehensive admin panel for schools, colleges, universities, and training institutes.

  • •User management
  • •Course management
  • •System configuration
  • •Analytics and reports
  • •NAAC/NBA documentation tools

Security & Authentication

Enterprise-grade security with JWT authentication and optional SSO.

  • •Secure JWT authentication
  • •Optional SSO integration
  • •Role-based access control
  • •Data encryption
  • •Regular security updates

Technical Architecture

Built on modern, scalable technology stack for enterprise-grade performance

Frontend

Remix + React 18

Backend

NestJS

Database

PostgreSQL + pgvector

Cache

Redis

Workers

BullMQ

Storage

S3-Compatible

Ready to Get Started?

Contact Skyrekon to learn how EdStream can modernize your institution