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