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Source channel @githubtrending · Post #15168 · Sep 25

#python#ai#context#embedded#faiss#knowledge_base#knowledge_graph#llm#machine_learning#memory#nlp#offline_first#opencv#python#rag#retrieval_augmented_generation#semantic_search#vector_database#video_processing Memvid lets you store millions of text pieces inside a single MP4 video file using QR codes, making your data 50-100 times smaller than usual databases. You can search this video instantly in under 100 milliseconds without needing servers or internet after setup. It works offline, is easy to use with simple Python code, and supports PDFs and chat with your data. The upcoming version 2 will add features like continuous memory updates, shareable capsules, fast local caching, and better video compression, making your AI memory smarter, faster, and more flexible. This means you get a powerful, portable, and efficient way to manage and search huge knowledge bases quickly and easily. https://github.com/Olow304/memvid

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以太坊区块链新闻| ETH 以太币圈热瓜

@ethereumglobalnews · Post #1290 · 11/05/2025, 02:58 AM

🤣#Balancer被 #Hack 逾 $1 億美元,疑為經驗豐富的駭客所為 #Ethereum#DeFi 鏈上分析顯示,攻擊者透過 100 ETH + Tornado Cash 為帳戶注資,未出現明顯的 OPSEC 漏洞。由於近期無類似規模的 Tornado 存入,推測該駭客可能動用了 過往攻擊所得資金。 💡#Insight 此事件凸顯 ETH 生態中 Tornado Cash 的持續風險,也顯示 DeFi 攻擊正進入「專業化長期策劃」階段。 ——— 👍@Web3NewsInsight 🥲 🥲Follow for more Web3 News 🤣

SpotOnChain | Announcement

@spotonchain · Post #1324 · 11/03/2025, 10:14 AM

🚨 BREAKING: $117M in assets stolen from @Balancer in the last 2 hours after a major hack!!! 🔹 Assets stolen are across multiple chains: #Ethereum, #Base, #Optimism, #Sonic, #Polygon, #Berachain – mainly in Liquid Staking Tokens (LSTs) of $ETH. Top 5 stolen assets: • 7,838 $WETH (~$29.1M) • 6,841 $OSETH (~$26.8M) • 4,459 $WSTETH (~$20.1M) • 2,405 $SFRXETH (~$10M) • 2,038 $RSETH (~$8.67M) 🔹 The hacker is acting quickly: Converting LSTs into $ETH in real-time! 🔹 Big move: Whale account 0x009, dormant for 3 YEARS, just resurfaced after the exploit and withdrew $7.38M worth of assets from #Balancer! ⚠️ ALERT: If you’re still on #Balancer, secure your funds NOW before it’s too late! 🔐 Follow @spotonchain for more updates about the hack! https://x.com/spotonchain/status/1985289043383300351