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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
The end of web parsing. The beginning of scalable pixel-native search. link: https://pixelrag.ai/
| Date | Stars |
|---|---|
| 2026-07-24 | 7111 |
| 2026-07-25 | 7172 |
| 2026-07-28 | 7414 |
| 2026-07-30 | 8226 |
| 2026-08-06 | 8226 |
Today
— stars today
This week
— stars this week
This month
— stars this month
Momentum
35.0
growth rate 0.00%/day
<p align="center">
<img src="docs/assets/banner.png" alt="PixelRAG — Visual Retrieval-Augmented Generation" width="100%">
</p>
<p align="center">
Official codebase for <b><a href="https://arxiv.org/abs/2606.28344">PIXELRAG: Web Screenshots Beat Text for
Retrieval-Augmented Generation</a></b>
</p>
<p align="center">
<a href="https://yichuan-w.github.io/">Yichuan Wang</a>*,
<a href="https://zhifei.li/">Zhifei Li</a>*,
<a href="https://zwcolin.github.io/">Zirui Wang</a>,
<a href="https://www.linkedin.com/in/paul-teiletche/">Paul Teiletche</a>,
<a href="https://www.linkedin.com/in/lesheng-jin-9618b0201/">Lesheng Jin</a>
<br>
<a href="https://people.eecs.berkeley.edu/~matei/">Matei Zaharia</a>†,
<a href="https://people.eecs.berkeley.edu/~jegonzal/">Joseph E. Gonzalez</a>†,
<a href="https://www.sewonmin.com/">Sewon Min</a>†
</p>
<p align="center"><sub>* Equal contribution † Equal advising</sub><br><sub>Work done at <a href="https://sky.cs.berkeley.edu/">Berkeley SkyLab</a> & <a href="https://bair.berkeley.edu/">BAIR</a> & <a href="https://nlp.cs.berkeley.edu/">Berkeley NLP</a></sub></p>
<p align="center">Search any document by how it <em>looks</em>, not just the text it contains.</p>
<p align="center">
<a href="https://github.com/StarTrail-org/PixelRAG/actions/workflows/ci.yml"><img src="https://github.com/StarTrail-org/PixelRAG/actions/workflows/ci.yml/badge.svg" alt="CI"></a>
<a href="https://pixelrag.ai"><img src="https://img.shields.io/badge/demo-pixelrag.ai-7c3aed" alt="Live demo"></a>
<a href="https://status.pixelrag.ai"><img src="https://img.shields.io/badge/status-live-22c55e" alt="Status"></a>
<a href="https://join.slack.com/t/leann-e2u9779/shared_invite/zt-3ol2ww9ic-Eg_kB8omwe6xmYVd0epr4Q"><img src="https://img.shields.io/badge/Slack-join-4A154B?logo=slack&logoColor=white" alt="Slack"></a>
<img src="https://img.shields.io/badge/license-Apache--2.0-blue" alt="License">
</p>
<p align="center">
<a href="#what-it-is">What it is</a> ·
<a href="#give-claude-eyes">Give Claude eyes</a> ·
<a href="#how-it-works">How it works</a> ·
<a href="#pipelines">Pipelines</a>
</p>
---
```bash
pip install pixelrag
```
The two core operations — **render** a page to screenshots, **search** a visual index:
```bash
# Render any page or document to screenshot tiles
pixelshot https://en.wikipedia.org/wiki/Python --output ./tiles
# Search a hosted index of 8.28M Wikipedia pages — no setup, runs against the live API
curl -X POST https://api.pixelrag.ai/search \
-H "Content-Type: application/json" \
-d '{"queries": [{"text": "What is the capital of France?"}], "n_docs": 5}'
```
> **Live, hosted endpoint** — [`https://api.pixelrag.ai`](https://api.pixelrag.ai/status) serves a
> pre-built index of **8.28M Wikipedia pages**. No setup, no API key. It even takes an image as the query
> ([visual search](https://pixelrag.ai/docs#search)) — see the **[API reference →](https://pixelrag.ai/docs)**.
Or try it in the browser at **[pixelrag.ai](https://pixelrag.ai)**, or run the demo notebook in
Colab [](https://colab.research.google.com/github/StarTrail-org/PixelRAG/blob/main/demos/quickstart.ipynb) — it
renders a page and searches the hosted index, with the images inline.
## What it is
PixelRAG renders documents — web pages, PDFs, images — as screenshots and retrieves over the
images directly. Visual structure that HTML parsing throws away — tables, charts, layout,
infographics — stays intact, so the reader model can actually answer questions about it.
Wikipedia's 8.28M articles ship as a pre-built index; the pipeline itself is general-purpose.
## Give Claude eyes
The renderer also ships as a Claude Code plugin — the **pixelbrowse** skill. Instead of fetching
raw HTML, Claude screenshots a page with `pixelshot` and _reads the image_, so it sees
charts, diagrams, tables, and layout the way a person dExcerpt of 14,760 characters
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Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:ae01568342c52219, topic:rag, topic:memory, readme:retrieval-augmented generation
matched fp:ae01568342c52219, topic:multimodal, topic:vlm