# HKUDS/DeepTutor

> A lifelong personalized AI tutor with long-term memory: builds learning paths, reads documents and books, and runs practice and assessments via a multi-agent system and RAG.

- Magnitude: 3.8 out of 10 — Peaking
- Stars: 42,635 total · +13 stars measured 2026-10-25, 11:02–13:06 UTC, ≈ 67 by evening
- Star trust: star growth looks organic
- Category: AI agents · Language: Python · License: Apache-2.0 · Created: 2025-12-28 · Last push: 2026-10-19
- GitHub: https://github.com/HKUDS/DeepTutor · Homepage: http://arxiv.org/abs/2604.26962 · Page: https://gitnova.dev/en/r/HKUDS/DeepTutor

## Useful for

- Build a personal learning path from uploaded documents and books
- Run question-based practice with knowledge assessment on a topic
- Connect a knowledge base from a GitHub repo or EPUB for cited reading

## Why it’s here

- Star-counter measurements on 2026-10-25 (UTC), 11:02–13:06: 42622 → 42635 stars (+13). This is the change over that interval.
- Estimated end-of-day forecast: about +67 stars, using observed gains and the previous day.
- Over the last two days the pace is 1.5× that of the previous week and a half.
- Elevated gains were measured on the last 3 completed UTC days in a row. Continued growth is not guaranteed.
- GitHub Trending Python today: #7, +213 stars.
- About 18 forks a day — people are taking the code.

## Star trust

Star growth looks organic.

Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer.

## Numbers

- Forks: 5,406
- Issues and pull requests: 1,989
- Watchers: 191
- Average over the last week: 143 per day
- Usual pace: 68 per day
- Stars in the last hour (measured): 5
- Latest release: v1.6.15 (2026-10-18)

## Stars per day, last 30 days (oldest → newest, today is partial)

2026-09-26 … 2026-10-25: 38, 45, 94, 62, 73, 41, 105, 50, 47, 39, 40, 56, 68, 90, 63, 58, 76, 116, 76, 65, 57, 63, 105, 163, 114, 126, 149, 144, 239, 13

## Spotted in now

- GitHub Trending Python today: #7, +213 stars

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Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score.
Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast.
Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself.
Data as of 2026-10-25 13:15 UTC, updated every 30 minutes.