HKUDS/DeepTutor
DeepTutor: Lifelong Personalized Tutoring. https://deeptutor.info/. observed · 2026-10-16
Health v2 · maintenance only
79/100
- Activity 99
- Release rhythm 86
- Longevity 21
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-10-21. Adoption (stars, forks) is never an input.
- gap_med: 2
- age_days: 296
- days_rel: 13
- days_push: 6
- n_releases_24m: 86
Adoption not part of the score
41457 stars · 5226 forks observed · 2026-10-16
What it is AI-extracted, prompt v1, taxonomy v1, 2026-09-28, confidence 0.96
DeepTutor is an open‑source, agentic framework that combines large language models with retrieval‑augmented generation to deliver lifelong, personalized tutoring. It provides a hybrid personalization engine that adapts to each learner’s evolving needs across multiple channels.
Use cases
- create a personalized tutoring chatbot that adapts to a student’s knowledge gaps
- generate difficulty‑calibrated practice questions for university‑level courses
- build interactive learning books that evolve based on learner feedback
- deploy multi‑modal tutoring agents across chat, web, and voice interfaces
- run adaptive learning workflows for corporate training programs
When to choose
- you need a flexible, Python‑based framework for building LLM‑powered tutoring agents
- your application requires dynamic memory of learner interactions and RAG‑backed content
- you want to integrate multiple agents or channels (chat, email, interactive books) in a single system
When to avoid
- you are looking for a ready‑made UI application rather than a developer framework
- your project relies on non‑Python runtimes or requires deep integration with non‑LLM models
- you need a highly‑optimized, production‑grade deployment without customizing the underlying agents
Facets
framework · maturity active
llm-inference rag agent-framework chatbot cli artificial-intelligence large-language-models chatbots education python windows cli lifelong-learning personalized-tutoring multi-agent interactive-learning adaptive-education retrieval-augmented-generation linux macos
6 sources
- readme: https://github.com/HKUDS/DeepTutor · fetched 2026-10-16 · 675dad48cb8e
- homepage: http://arxiv.org/abs/2604.26962 · fetched 2026-09-14 · f0788dc5c1e5
- site_page: https://info.arxiv.org/about/ourmembers.html · fetched 2026-09-14 · 10aa574961b4
- site_page: https://info.arxiv.org/about/donate.html · fetched 2026-09-14 · cca9c3a11c56
- site_page: https://info.arxiv.org/about · fetched 2026-09-14 · a1f16f915a9a
- site_page: https://info.arxiv.org/labs/index.html · fetched 2026-09-14 · b14a8d05a0ec
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| HKUDS/DeepTutor | main | 79 |
For agents
Data as of 2026-10-19T08:05:51.212177+00:00 · Report a problem