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The new #Pixel9# is powered by 𝗚𝗼𝗼𝗴𝗹𝗲 𝗧𝗲𝗻𝘀𝗼𝗿 𝗚𝟰: our most efficient chip yet. 🔲 It’ll be the first processor to run Gemini Nano with Multimodality - which can help your phone understand text, images, sound and spoken language. → 

A little late for Bunny Day, but there’s always time for bunny girls. Worked on a pixellation using one of @MikaDawn3D ‘s pieces as a reference, but turned her into a Bunny @JennaLynnMeowri . Started yesterday, finished today, and love how she turned out. There’s no better bunny.

To switch phones, you have to be open to what’s new. And to what opens. Google #Pixel11# Pro Fold. Ask more of your phone. August 12. Learn more and sign up for #MadeByGoogle# updates:

RAG system that skips HTML parsing entirely! PixelRAG is an open-source visual RAG framework that renders documents as screenshots instead of parsing them into text. Most RAG pipelines start by converting HTML to text. Tables flatten into unstructured rows. Charts disappear. Layout context is gone before the LLM ever sees it. The paper measured this directly: HTML-to-text conversion accounts for 36.6% of retrieval failures on SimpleQA. PixelRAG skips that step entirely. It renders pages as screenshot tiles using Playwright, embeds those tiles with a fine-tuned Qwen3-VL-Embedding model, builds a FAISS index, and passes retrieved images directly to a VLM reader. No text abstraction in between. Benchmarked across six datasets against the strongest text-based baselines: - SimpleQA: 78.8% vs 71.6% (+7.1 points) - NQ-Tables: 48.8% vs 42.5% (+6.3 points) - EVQA: +15.5 points - LiveVQA: +11.3 points One honest caveat from the authors: this requires Qwen3-VL-4B class models or larger to see the benefit. Smaller models trail text retrieval. The authors also recommend using PixelRAG as an enhancement layer alongside existing text systems rather than a full replacement. Ships with a pre-built Wikipedia index covering 8.28M articles across 28.1M screenshot tiles. A Claude Code plugin lets Claude take screenshots of any URL and reason over the visual content directly. Key capabilities: • Renders web pages, PDFs, and images as screenshot tiles via Playwright • Fine-tuned Qwen3-VL-Embedding model for visual retrieval • FAISS index for fast vector search • Pre-built Wikipedia index: 8.28M articles, 28.1M tiles • 3x token cost reduction via image compression • Claude Code plugin for direct URL screenshot and visual reasoning • LoRA fine-tuning support via pixelrag-train 100% open source. I've shared the link in the replies!

很喜欢这个 dither-kit，dither 风格的图表 现在 dither 风特别流行，我也很喜欢，可以配合 geist pixel 以及 作出一个非常 dither 风格的网站。 准备用这几个做个 demo 给大家看看。

Top highlights this week: • Featured ASP: PixelBrief. • Shipped new feature to create new Wallets using Google, Apple, or email sign-in. No seed phrase needed. • Dropped a @XLayerOfficial Trading Competition with a 100K USDC prize pool.