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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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TokenPocket

@tokenpocket_channel · Post #1563 · 02/26/2025, 07:46 AM

🚨 TokenPocket Now Supports #Base Chain MultiSig Wallets! Whether for team collaboration, family asset management, or personal security layers, you can effortlessly create base MultiSig wallets on TokenPocket — upgrading your crypto safety to new heights! ✨ What is a MultiSig Wallet? ✅ Requires multiple approvals to execute transactions (e.g., 2/3 signatures) ✅ Eliminates single-point failure risks ✅ Supports major EVM chains like ETH/BSC/Base — deploy with zero coding 📲 Secure your assets now 👇 MultiSig Wallet Tutorial: https://help.tokenpocket.pro/en/wallet-faq-en/multisig-wallet/create #MultiSig#Web3#CryptoSecurity#TokenPocket 🔐 One-stop security, powered by TokenPocket! 👉https://tokenpocket.pro

Crypto M - Crypto News

@CryptoM · Post #64467 · 04/09/2026, 01:34 AM

🚀 Monad Foundation Offers Subsidies for Secure Signing Devices Monad Foundation has announced plans to subsidize the cost of dedicated signing laptops for teams whose protocols achieve or exceed a total value locked (TVL) of $2.5 million. According to Foresight News, these laptops are intended for use in multi-signature operations, vault management, and other critical tasks. Eligible teams can apply to the Monad Foundation for this subsidy, which may require additional security training and standard KYC procedures. Monad emphasizes that these signing devices must not be used for everyday activities such as web browsing, coding, or meetings. Previously, Monad co-founder Keone Hon advised protocol teams to immediately adopt dedicated signing computers for multi-signature operations instead of using regular computers. He highlighted the vulnerability of everyday computers to hacking, which could compromise the signing process even when connected to a hardware wallet, posing significant security risks. The Monad Foundation may introduce incentives to encourage teams to adopt this secure method in the future. #MonadFoundation#Subsidy#SecureSigning#Cryptocurrency#Blockchain#Multisig#VaultManagement#Cybersecurity#KYC#ProtocolSecurity