Dang Minh An @binri12
Joined October 2016-
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Obsidian FULL COURSE 1 HOUR (AI Second Brain)
THIS IS HOW FABLE 5 MOVES WHEN YOUR VAULT IS BUILT RIGHT direct path. zero wandering. hits the target on the first try. without structure it's the opposite. 7 files opened. 2 minutes wasted. brief from 3 months ago still missing. one index file per major folder. gives the agent a direct line to what it needs. same task dropped from 2 minutes to 10 seconds. same model. nothing else changed. build the path or watch it search in the dark. full breakdown in the article below ↓
I genuinely don't understand why everyone isn't using this yet Web scraping is dead. PixelRAG is a retrieval system that skips HTML parsing completely. 100% open-source. Coes with a Claude Code plugin that gives Claude eyes. PixelRAG skips HTML parsing completely. It screenshots the page and a vision model reads the answer straight off the pixels. instead of converting a webpage to text, chunking it and embedding it, it screenshots the actual rendered page. a vision-language model reads the answer directly from the pixels. this sounds like a gimmick until you see what HTML parsing actually costs you: - a single HTML-to-text converter silently drops 40%+ of a page - tables, charts, and visual layout get flattened into meaningless strings - just swapping your parser can shift accuracy by ~10 points on the same documents the parser was the problem the whole time. the Berkeley team indexed all of Wikipedia as screenshots. 30M+ images. 8.28M articles. and it still outperforms the best text RAG baseline by 18.1% on pure text QA. not visual QA. text QA. the format it wasn't even designed for. it also ships a Claude Code plugin called pixelbrowse that gives Claude actual eyes. instead of scraping the DOM, Claude screenshots any URL and reads the rendered page as a human would see it. hand it a live site, an arXiv paper, or your localhost and ask what's on the screen. one pip install. no MCP server. no backend. how the pipeline works: - renders every document (web pages, PDFs, images) into image tiles - embeds them with Qwen3-VL-Embedding, LoRA fine-tuned specifically on screenshot data - builds a FAISS index and exposes a search API the best part: upgrading your reader model improves accuracy instantly with zero re-indexing. because the index is just pixels, not text that needs to be re-chunked and re-embedded every time a better model drops. a stronger VLM plugs in and everything gets better for free. (Link in the comments)
Stop telling Claude "do this". Stop telling Claude "write code". Stop telling Claude "fix this error". Here are 10 prompts for Claude that you can copy and paste directly:
For 3 years I defended ChatGPT. Today I use Claude. And I'm going to say something that 6 months ago I wouldn't have said: It's the technology that's changed my life the most since the Internet. These 10 prompts explain why I switched 👇
@ThuanCapital Nói về lịch sử tiền tệ giống như chiến tranh tiền tệ hay sự trần trụi của tiền (naked money). Sau khi nói về lịch sử thì nói về Btc ưu điểm như thế nào, khá hay cho những ai chưa đọc về lịch sử tiền tệ
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🌐🔗 Yescoin + OKX Connect = 💥 Yes to Winning, Secured by @okxweb3! Embracing seamless crypto experiences with our integration! 🎉🚀 #Yescoin #OKXConnect #OKXWallet
We're happy to share that @Yescoin_Fam has integrated OKX Connect! You can now enjoy seamless transaction signing and dApp interactions thanks to OKX Connect.
Meet Yescoin at the Bangkok Hackers League, Nov 15-16. See you there! 🙌
Are you excited as we are for the Bangkok Hackers League Bootcamp? As the date draws nearer let’s give a round of applause to our amazing sponsors: @AEON_Community @dedust_io @gate_ventures @Quicknode @impossible_ @ClvVentures @TONX_Studio @tokenpost @accelerator_ton
👀 Noticed a substantial amount of $RBTC in the #Binance and OKX wallet lately ? What do you think, is a listing on the horizon? 🚀 #RABBITCOIN
$RBTC Did a 7x in the past 48 hours. We got in before this move and I still believe it will go much higher. Don’t fade as once this rabbit runs, it runs fast! $X $HMSTR $TON
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