Adaptive AI Platform

AI Learning That Adapts to You

Generate courses, learn with an AI Tutor, practice using adaptive quizzes, and receive personalized remediation that evolves as you improve.

AI Tutor Adaptive Learning RAG Powered Personalized Remediation
The Problem

Stop Passive Learning.

Most platforms just hand you content and hope you remember it. LearnForge forces active recall, evaluating your knowledge to fix gaps instantly.

Traditional Learning

Read
Memorize
Forget

LearnForge

Attempt
Detect Weaknesses
Improve
Repeat

How It Works

From idea to mastery in a continuous, AI-driven loop.

STEP 1

Generate Course

Enter any topic and instantly get a structured syllabus.

STEP 2

AI Notes + Flashcards

Read contextual study material and interactive flashcards.

STEP 3

AI Tutor

Ask grounded questions directly against your course material.

STEP 4

Quiz

Test your knowledge to expose your blind spots.

STEP 5

AI Insights

Instant pattern recognition feedback on your mistakes.

STEP 6

Weak Areas

Visual dashboard of exactly what you are struggling with.

STEP 7

Personalized Remediation

Targeted study plans generated to fix your specific gaps.

THE LOOP

Smarter Next Quiz

Future quizzes adapt to explicitly target your weaknesses.

The Adaptive Learning Loop

How our system processes your inputs and continuously refines your learning path.

Input
Topic / Goals
Course Generation
AI Syllabus
AI Tutor + Study
Active Recall
Knowledge Gap Detection
Concept Gaps
Grounded AI Context
Exact Context
Adaptive Remediation
Study Plans
Loops continuously until mastery

Everything Working Behind Every Quiz

Powered by adaptive algorithms and real-time feedback loops to personalize every step of your journey.

Dynamic Courses

Interactive, chapter-based navigation through AI-generated syllabus tailored precisely to your goals.

Active Flashcards

Flip-card UI integrated with confidence scoring to help you remember concepts using spaced repetition.

Validation Quizzes

Multiple-choice and short-answer evaluations that feed directly into your personalized learning path.

Weak Areas Tracker

Visual breakdown of your knowledge gaps with instant 1-click actions to study and fix them.

AI Tutor

  • Grounded answers
  • Course-aware responses
  • Remediation-aware support

Quiz Intelligence

  • Personalized quizzes
  • Weakness targeting
  • Mastery-aware generation

The Intelligence Behind LearnForge

Behind the simple interface is a robust architecture designed for speed, accuracy, and true personalization.

AI System

Retrieval-Augmented Generation

Context-aware, grounded responses that prevent hallucinations.

AI Tutor

Context-first generation using Remedial Content, Course Notes, and Structure.

Semantic Caching

Instant responses powered by intelligent embedding-based caching.

Backend Engineering

Async Processing (Inngest)

Non-blocking background workflows for seamless course generation.

AI Metrics

Real-time tracking of latency, cache hit rate, provider usage, and RAG usage.

Retry & Fallback Logic

Handles external AI failures gracefully to keep you learning.

Learning Experience

Active Recall UX

Answer first, then see explanation. Designed for true retention.

Weak Area Detection

Automatically identifies concept gaps you didn't know you had.

Personalized Remediation

Generates targeted study plans instantly to fix your specific gaps.

Why LearnForge Actually Works

THE OLD WAY

Most Platforms

Give you a wall of text to read
Hope you remember it somehow
THE LEARNING LOOP

LearnForge

1. Attempt — Active recall testing
2. AI Evaluation — Instant pattern recognition
3. Weak Areas — Find exact concept gaps
4. Remediation — Targeted study plans
5. AI Tutor — Discuss grounded concepts
6. Smarter Quiz — Biased to your weaknesses
Repeat until Mastery

Built with Modern AI Infrastructure

Next.jsReactPostgreSQLDrizzlepgvectorGeminiLangChainInngestTailwindCSSClerk

Simple, Transparent Pricing

Start learning today. Upgrade when you need more power.

Free Plan

$0/month

Perfect for trying out the core features and learning basics.

  • AI Tutor Access
  • Practice Arena
  • AI Generated Flashcards
  • Adaptive Course Quizzes
Get Started Free
MOST POPULAR

Pro Learner

$5/month
Less than a coffee ☕

Unlimited access to all advanced AI remediation features.

  • Unlimited AI Generation
  • Personalized Adaptive Remediation
  • Advanced Weak Areas Analytics
  • Faster AI Responses & Priority Processing

Start building a learning experience that evolves

With every quiz you take, the engine targets your exact knowledge gaps.

Start Learning Free