AI Learner – Personalized Reinforcement Learning Experience

AI Learner is designed to make learning smarter and more efficient. It allows users to choose their preferred content sources — from YouTube videos to PDFs, web URLs, and Google Sheets — and customizes the learning experience by allowing content selection and generating relevant questions with answers.

This tool ensures a reinforcement-based learning journey where users receive daily questions directly on Discord, respond interactively, and get real-time feedback to help them learn better.

Key Features

  • Supports multiple content sources like PDFs, YouTube, Web URLs, and Sheets
  • Parsers allow selective content parsing, skipping irrelevant sections
  • Generates question-answer pairs from chosen sections
  • Daily questions are sent via Discord with interactive answering
  • Feedback provided for every answer to guide improvement

How It Works

AI Learner FlowAI-Powered Learning Journey

The user begins by selecting a content type and uploading or linking to their material. A parser reads the chosen pages or timestamps and processes the content. Questions are generated from this selected input and scheduled as daily interactive sessions on Discord.

As users respond to each question, the AI evaluates the response and provides feedback. This continual loop of answering and receiving feedback builds knowledge through spaced repetition and reinforcement.

Technologies Used

LangChain
Python
Next.js
Postgresql

Project Outcome

AI Learner helps users reinforce their knowledge daily. With smart parsing, targeted question generation, and feedback-driven answers, it makes self-paced learning both effective and enjoyable. Ideal for students, professionals, or lifelong learners.

Project Link

The project is currently under construction, but you can still explore a preview and get an idea of the core components. Here's the link to the demo.

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