uclanlp/OpenVLHarness
- Total stars
- 168
- Today · UTC
- +3since 00:38 UTC
More actions
Official Code for OpenVLHarness: Real-World Visual Agentic Tool‑Use with Multimodal Memory
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About the project
A framework that turns multimodal LLMs into visual agents with nine tools (grounding, OCR, depth, search, Python agent) and multimodal memory, without any fine-tuning.
Useful for
- Run a visual agent on top of Qwen3-VL or GPT to answer image questions
- Build a pipeline with grounding, OCR and depth estimation for spatial scene analysis
- Evaluate a model on 22 benchmarks via the built-in eval suite
README summarized by DeepSeek V4.1 Flash. Details may be inaccurate. Read the original README →
Star growth looks organic. Data as of October 22, 2026, 03:36 UTC.
The star-growth assessment does not verify whether the project is safe to run.
Stars per day
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 2026-10-22 (UTC), 00:38–03:27: 165 → 168 stars (+3). This is the change over that interval.
- Estimated end-of-day forecast: about +37 stars, using observed gains and the previous day.
- Over the last two days the pace is 5.5× that of the previous 5 days.
- The repository is 7 days old and already has 168 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
Measured growth: the last 7 completed days
New stars over 7 days: 166.
Daily measurements · UTC
- October 15, 2026
- 7
- October 16, 2026
- 2
- October 17, 2026
- 1
- October 18, 2026
- 1
- October 19, 2026
- 26
- October 20, 2026
- 85
- October 21, 2026
- 44
Largest measured day in the last 30 days: 85 · October 20, 2026. Days with data: 7.
Completed days come from GitHub star history; today and forecasts are excluded from this comparison. History checked: October 22, 2026, 03:35 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.
Numbers
- Total stars
- 168
- Today
- +3 stars measured 2026-10-22, 00:38–03:27 UTC, ≈ 37 by evening
- Forks
- 3
- Issues and pull requests
- 3
- Watchers
- 4
- Language
- Python
- License
- MIT
- Created
- October 15, 2026
- Last push
- October 20, 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
- October 21, 2026Top new repositories this week: #156
README badge
Paste it into your README — the badge shows the current magnitude and links to this page.
[](https://gitnova.dev/en/r/uclanlp/OpenVLHarness)