Codex is now a full video editor!
Our new plugin opens a full built-in NLE right inside the Codex app, where you and your agent can edit together, effortlessly.
If you're already paying for Codex, you get this one for FREE.
It's available now. Start using it in 1 minute, by just telling your Codex:
"Turn Codex into a Video Editor, read https://t.co/mMA23r1RgY"
WEB SCRAPING JUST GOT A SERIOUS UPGRADE.
PixelRAG doesn't read HTML. It reads the page exactly like you do.
100% open-source.
Instead of parsing websites into plain text, it captures screenshots and lets a vision model retrieve answers directly from the pixels.
Why that's a big deal:
• HTML parsers silently lose information.
• Tables, charts, formulas, and layouts often disappear.
• Even changing the parser can swing RAG accuracy by ~10%.
PixelRAG skips that entire bottleneck.
It indexes what users actually see.
The team built a visual index of 30M+ Wikipedia screenshots, and it outperformed the strongest text-based RAG baseline by 18.1% on text-only QA.
Even cooler:
It includes a Claude Code plugin that gives Claude visual browsing.
Instead of scraping the DOM, Claude can screenshot any webpage, PDF, arXiv paper, or even your local app—and answer based on the rendered page.
The pipeline is surprisingly clean:
→ Render pages into image tiles
→ Embed with Qwen3-VL-Embedding (LoRA-tuned on screenshots)
→ Store in a FAISS index
→ Search visually
The best part?
Upgrade to a better vision model later, and you don't need to rebuild the index.
Because the index stores pixels, not parsed text.
Fully open-source under Apache 2.0.
GitHub: https://t.co/B7whbNg60s
I built a Claude skill that makes motion-style animation.
> Paste a reference image
> It generates frames with Nano Banana 2
> and animates the video with Seedance 2.0
Everything runs in Claude through the Arcads MCP
Comment "Motion", and I'll send you the skill