GitNova

GitHub seismograph — discoveries and growing interest

HKUDS/DeepTutor

AI agentsPython#ai-tutor#deepresearch#interactive-learning#multi-agent-systems#rag
Total stars
42,633
Today
+11since 11:02 UTC
Open on GitHub My finds →
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DeepTutor: Lifelong Personalized Tutoring. https://deeptutor.info/.

Save to My finds to follow releases and star growth. Saved in this browser.

About the project

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.

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

README summarized by DeepSeek V4.1 Flash. Details may be inaccurate. Read the original README →

3.8 Peaking Magnitude out of 10 — how fast interest is growing, not a quality score.

Star growth looks organic. Data as of October 25, 2026, 12:34 UTC.

The star-growth assessment does not verify whether the project is safe to run.

Stars per day

05001,000July 28, 2026October 25, 2026

Bars show stars per UTC day; the line is a moving average of available history. Gaps mean missing data, not zero growth. Today's bar is incomplete. Red marks spike days.

Why it’s trending

  • Star-counter measurements on 2026-10-25 (UTC), 11:02–12:25: 42622 → 42633 stars (+11). This is the change over that interval.
  • Estimated end-of-day forecast: about +70 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.

Measured growth: the last 7 completed days

New stars over 7 days: 1,040. +104% versus the preceding 7 days.

Daily measurements · UTC
October 18, 2026
105
October 19, 2026
163
October 20, 2026
114
October 21, 2026
126
October 22, 2026
149
October 23, 2026
144
October 24, 2026
239

Largest measured day in the last 30 days: 239 · October 24, 2026. Days with data: 30.

Completed days come from GitHub star history; today and forecasts are excluded from this comparison. History checked: October 25, 2026, 12:34 UTC. Sources and measurement limits →

Three GitHub discoveries in each edition

What they do, why they are gaining interest, and what to check before using them.

Editions at 10:00, 16:00, 22:00 MSK.

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Numbers

Total stars
42,633
Today
+11 stars measured 2026-10-25, 11:02–12:25 UTC, ≈ 70 by evening
Forks
5,406
Issues and pull requests
1,989
Watchers
191
Language
Python
License
Apache-2.0
Latest release
v1.6.15 · October 18, 2026
Created
December 28, 2025
Last push
October 19, 2026

Star trust

Growth looks organic: forks and discussion are in line with active projects, and stars arrive unevenly, the way people give them.

These are heuristics, not a verdict: we judge by the repository’s behavior, not by a list of stargazers.

Spotted in
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Paste it into your README — the badge shows the current magnitude and links to this page.

GitNova: 3.8
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