Artificial intelligence-supported personalized training
DeepTutor is a lifelong learning-based private tutoring system that offers personalized education processes using student data. The project aims to optimize the learning experience with artificial intelligence-supported individualized tutoring methods.
Updates
- November 7, 2026: Stars 53,154 → 56,036, latest release v1.7.2 (November 6, 2026).
- November 1, 2026: Stars 50,972 → 53,154, latest release v1.7.1 (October 31, 2026).
- October 30, 2026: Stars 48,419 → 50,972, latest release v1.7.0 (October 28, 2026).
- October 29, 2026: Stars 46,783 → 48,419, latest release v1.7.0 (October 28, 2026).
What you get
- Private lesson system focused on lifelong learning
- Interaction with personalized artificial intelligence agents
- Advanced knowledge base and RAG support
Installation
mkdir -p my-deeptutor && cd my-deeptutor
pip install -U deeptutor
deeptutor init # prompts for ports + LLM provider + optional embedding
deeptutor start # starts backend + frontend; keep the terminal opendocker run --rm --name deeptutor \
-p 127.0.0.1:3782:3782 \
-v deeptutor-data:/app/data \
ghcr.io/hkuds/deeptutor:latestRunning it
deeptutor start # starts backend + frontend; keep the terminal openIf you don't write code
How can I personalize my learning process using the DeepTutor system? Explain the basic steps I need to follow to create my own AI partners and optimize my lifelong learning experience by integrating my custom training materials into this system.
Repository: https://github.com/HKUDS/DeepTutor. Follow the official instructions in the README of this repository for setup and execution.
Before starting, check which OS we are on and if the necessary tools (e.g., Python, Node.js, Git, Docker) are installed. Install any missing ones step-by-step according to this system.
Create a new, empty folder to work in. Do not touch any files outside this folder and do not delete anything. Tell me what you are going to do in one sentence before running each command.
Tell me what I should see on the screen at the end of each step. If an error occurs, I will paste the error message to you exactly as it is, and we will fix it together.
Related dictionary terms
Links
TreScout did not build this tool · we found it in GitHub trends and wrote it up. This page describes the repository as of 2026-07-16: The star count and our text belong to that day, the repository may have changed since. Check the repository link for the current state. The introductory text was prepared with AI from the repository's own documentation, and this page was machine-translated from the Turkish original · the Turkish version prevails.