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DeepTutor

HKUDS/DeepTutor

Lifelong Personalized Tutoring

GitHub Website

GraphCanon updated Sep 20, 2026 · GitHub synced Sep 20, 2026

75views this month

40k stars5.0k forksLast push Sep 15, 2026 Python Apache-2.0

Decision brief

DeepTutor is an AI-driven tutoring system designed for lifelong personalized learning, featuring a CLI tool for setup and management, and support for various RAG engines and partner integrations.

Good fit when

When you need a system that supports lifelong learning through personalized interactions.
If you require integration with specific RAG engines like LightRAG or GraphRAG.

Avoid when

If your project does not require lifelong learning capabilities or personalized tutoring.
When you do not need support for specific RAG engines or partner integrations.

Observed Sep 18, 2026 · Source: enrich:decision_facts

DeepTutor alternatives Trust report

DeepTutor vs langchain DeepTutor vs AutoGPT DeepTutor vs ragflow

Verify the decision

Maintenance and security

Full trust report

Maintenance: Very active (3d since push); As of Sep 18, 2026
Provenance: Not a fork · Organization account; As of Sep 18, 2026
Security (OSV): No criticals; As of Sep 18, 2026

Public GitHub metadata and optional OSV scans. Signals, not a guarantee. Trust methodology.

Install

pip install DeepTutor

PyPI

How it fits your stack(11)

Typed graph edges - alternatives, integrations, successors, and dependencies. Ranked by relationship type, not raw GitHub stars.

Relationship graph

Optional deeper exploration of typed edges and category neighbours.

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Evidence and technical details

Sourced facts, taxonomy, compatibility claims, README excerpt, and machine-readable endpoints.

Overview

DeepTutor is an AI-driven tutoring system that supports lifelong learning through personalized interactions. It includes a CLI tool for setup and management, and supports various RAG engines and partner integrations.

Capability facts

Deploy: Self-host
Source: dockerfile:Dockerfile · Sep 18, 2026
Docker: Dockerfile present
Source: dockerfile:Dockerfile · Sep 18, 2026
CLI: CLI entrypoint
Source: pyproject.toml:[project.scripts] · Sep 18, 2026
Languages: python
Source: github.language+pyproject.toml · Sep 18, 2026

Compatibility

Sourced claims from the README excerpt - not unsourced marketing copy.

Node.js runtimeNode.js

Source: README excerpt (regex_v1, Sep 18, 2026)

**Changing frontend dependencies:** run `npm install --legacy-peer-deps` to refresh `web/package-lock.json`, then commit both `web/p

Source link

Python runtimePython

Source: README excerpt (regex_v1, Sep 18, 2026)

python -m pip install -e .

Source link

README

Install backend + frontend deps python m pip install e . ( cd web && npm ci legacy peer deps ) deeptutor init deeptutor start dev bash conda create n deeptutor python=3.11 conda activate deeptutor python m pip install upgrade pip bash pip install e ".[rag lightrag]" Built in Ligh...

For agents

This page has a .md twin and JSON over the API.

/tools/hkuds-deeptutor.md GET /api/graphcanon/tools/hkuds-deeptutor GET /api/graphcanon/graph?tool=hkuds-deeptutor