// productivity · HKUDS/DeepTutor

DeepTutor

DeepTutor é um projeto de produtividade de código aberto de HKUDS (HKUDS/DeepTutor no GitHub). Tem 40.946 estrelas no GitHub e 5.172 forks, é publicado sob a licença Apache-2.0 e foi atualizado pela última vez no GitHub em 8 de outubro de 2026.

DeepTutor: lifelong personalized tutoring with multi-agent RAG, a CLI and an interactive workspace

★ 40,9 mil estrelas⑂ 5,2 mil forksApache-2.0atualizado out 2026

Ver no GitHub ↗Official site ↗

▦ visual: o README deste projeto não inclui nenhuma captura incorporável,
então aqui vai um marcador. O guia abaixo está completo mesmo assim.

// dados do projeto

Dados do projeto

Repositório: HKUDS/DeepTutor
Estrelas no GitHub: 40.946
Forks: 5.172
Licença: Apache-2.0
Última atualização no GitHub: 8 de outubro de 2026
Categoria: Produtividade
Tipo de ficha: Guia de instalação completo
Site oficial: Official site

// como funciona

Como funciona

Clarify your goal
Decide what you want from DeepTutor and check the README and requirements to confirm it fits your setup and Python environment.
Get the code
Clone the repository from GitHub (github.com/HKUDS/DeepTutor) or use the documented install channel if you do not need the source.
Install and configure
Follow the README quickstart to install dependencies and set any required configuration or credentials.
Run your first task
Work through the README's first example end to end, then adapt it to your own project or data.

// recursos

Por que as pessoas gostam tanto

Personalized tutoring

AI tutoring that adapts to the learner over time, from the HKUDS team.

Multi-agent design

Uses multi-agent systems and RAG for deep research-style learning support.

One-command Docker trial

Try it with a single docker run command publishing the app on port 3782.

Agent-native CLI

A DeepTutor CLI designed for agents, plus a content workspace.

pip install

Also installable with pip: `pip install -U deeptutor`, then `deeptutor init` and `deeptutor start`.

Ecosystem

Connects to an EduHub skills community ecosystem.

// execute você mesmo

Execute você mesmo

Clone the repository
Start by getting the source and entering the project directory.
```
git clone https://github.com/HKUDS/DeepTutor.git
cd DeepTutor
```

Try it with Docker

The one-command trial runs the published image with a persistent data volume.

docker run --rm --name deeptutor -p 127.0.0.1:3782:3782 -v deeptutor-data:/app/data ghcr.io/hkuds/deeptutor:latest

Or install with pip
Install, initialize with your LLM provider, and start the app.
```
pip install -U deeptutor
deeptutor init
deeptutor start
```

// casos de uso

O que você pode criar

Personalized self-study with an AI tutor that tracks progress
A tutoring assistant for a course's reading materials
Research-style deep dives into a subject with sources
Setting up a learning workspace for students

// perguntas frequentes

Perguntas frequentes

Who maintains DeepTutor?

It is maintained by HKUDS and contributors on GitHub, where the repository github.com/HKUDS/DeepTutor is the canonical home for code, issues and releases.

Is DeepTutor free to use?

Yes — it is open source under the Apache-2.0 license. Read the license in the repository for what is permitted, including any conditions on redistribution or commercial use.

Does it need a paid API key?

Yes — setup prompts for an LLM provider, so you need your own provider key or a local model endpoint.

How does DeepTutor compare to alternatives?

Compared with ChatGPT alone: DeepTutor structures tutoring with a workspace, persistent learner context and multi-agent research, rather than one-off chat answers.

How do I get started?

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Baixe o DeepTutor

Grátis e aberto: pegue o código-fonte, dê uma estrela no repositório e comece a criar.

Ver no GitHub ↗← Mais ferramentas de Produtividade