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DeepTutor v1.5 is fully open-source at github.com/HKUDS/DeepTutor and advertises…

2026-07-06 · 16:23 UTC ·@huang_chao4969 ·0 min read

Brief

DeepTutor v1.5 positions itself as an open-source, agent-native tutoring platform that keeps a single running context across eight surfaces (Home, Partners, My Agents, Co-Writer, Book, Learning Space, Memory, Knowledge Center) so users don’t lose place when switching tasks. It emphasizes persistent "Partners" (companion agents with their own libraries and IM channels), the ability to connect local Claude Code/Codex agents and import past chats, and tooling for authoring interactive books and co-writing in Markdown. The system includes an auditable, three-layer memory for personalization and a versioned multi-engine retrieval layer for RAG. Installation paths include pip, Docker (example image ghcr.io/hkuds/deeptutor:latest), source checkout with hot-reload, and a CLI-only packaging option for servers or agent harnesses.

Why it matters

DeepTutor v1.5 is fully open-source at github.com/HKUDS/DeepTutor and advertises itself as an "agent-native Learning Companion" for lifelong personalized tutoring.

Key details

  • The UI/runtime exposes eight integrated surfaces — Home, Partners, My Agents, Co-Writer, Book, Learning Space, Memory, and Knowledge Center — that share a single running context to preserve session state across switches.
  • Memory is implemented as an inspectable, three-layer system described as keeping personalization auditable; the Knowledge Center provides versioned, multi-engine retrieval libraries intended for RAG workflows.
  • DeepTutor can connect to local Claude Code / Codex agents and import past chats; developers can install via pip (pip install -U deeptutor), run a Docker container (ghcr.io/hkuds/deeptutor:latest with port 3782), clone and run from source, or use a lightweight CLI package for headless setups.
Cleaned source text

DeepTutor v1.5 is fully open-source at: github.com/HKUDS/DeepTutor

Link

GitHub - HKUDS/DeepTutor: DeepTutor: Lifelong Personalized Tutoring. https://deeptutor.info/.

DeepTutor: Lifelong Personalized Tutoring. https://deeptutor.info/. - HKUDS/DeepTutor

github.com

Linked Article Content

Personal tutoring,

reimagined.

Agent-native Learning Companion that grows with you.

Fully Open-Sourced.

Eight surfaces, *one* running context.

Home, Partners, My Agents, Co-Writer, Book, Learning Space, Memory, and Knowledge Center share the same agent-native runtime. Switching surfaces no longer means losing your place.

Home

主页The default agent loop — tools, retrieval, attachments, and memory in one session.

Partners

伙伴Persistent companions with their own soul, library, and IM channels.

My Agents

我的智能体Connect local Claude Code / Codex agents and import past chats to consult live.

Co-Writer

协同写作A selection-aware Markdown workspace for KB- or web-grounded AI editing.

Book

交互式书本Compile knowledge bases and notebooks into interactive living books.

Learning Space

学习空间A reusable hub for skills, personas, notebooks, and questions.

Memory

记忆Inspectable, three-layer memory that keeps personalization auditable.

VIII

Knowledge Center

知识中心Versioned, multi-engine retrieval libraries for RAG.

Up and running in *minutes*.

Four ways to install — pick the one that fits. Every path lands at the same configured workspace.

Smoothest path. Full local Web app + CLI, no clone required.

1. Create a workspace directory

mkdir -p my-deeptutor && cd my-deeptutor

2. Install, configure, launch

pip install -U deeptutor

deeptutor init

deeptutor start

Full guide

One container for the full Web app, from GitHub Container Registry.

docker run --rm --name deeptutor \

p 127.0.0.1:3782:3782 \

v deeptutor-data:/app/data \

ghcr.io/hkuds/deeptutor:latest

Hot-reload the frontend, hack on the backend, match CI exactly.

git clone https://github.com/HKUDS/DeepTutor.git

cd DeepTutor

python3 -m venv .venv && source .venv/bin/activate

pip install -e .

( cd web && npm ci --legacy-peer-deps )

deeptutor init && deeptutor start

Lightweight install for servers, agent harnesses, Claude Code / Codex setups; add Partners extras when needed.

python3 -m venv .venv-cli && source .venv-cli/bin/activate

pip install -e ./packaging/deeptutor-cli

deeptutor init --cli

deeptutor chat