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Source channel @githubtrending · Post #15295 · Nov 11

#python#ai#faiss#gpt_oss#langchain#llama_index#llm#localstorage#offline_first#ollama#privacy#python#rag#retrieval_augmented_generation#vector_database#vector_search#vectors LEANN is a tiny, powerful vector database that lets you turn your laptop into a personal AI assistant capable of searching millions of documents using 97% less storage than traditional systems without losing accuracy. It works by storing a compact graph and computing embeddings only when needed, saving huge space and keeping your data private on your device. You can search your files, emails, browser history, chat logs, live data from platforms like Slack and Twitter, and even codebases—all locally without cloud costs. This means fast, private, and efficient AI-powered search and retrieval on your own laptop. https://github.com/yichuan-w/LEANN

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𝐂𝐫𝐲𝐩𝐭𝐨 𝟏𝟎𝟎𝐗 𝐂𝐚𝐥𝐥𝐬 💯 🌐

@gemscrypto100x · Post #1777 · 07/17/2025, 06:51 PM

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🚨BIG ANNOUNCEMENT – AuditDoge Launching TOMORROW! 🚨 🔥 Get Ready – Something Massive is Coming! 🔥 🗓 Launch Date: 18 jul 3pm utc to 19 jul 3pm utc. 🎉 The Fair Launch is going live on Pinksale… and with it, a HUGE ANNOUNCEMENT will be revealed! 🛡️ AuditDoge – Your #1 Security Partner on BSC Say goodbye to scams and rug pulls. AuditDoge is here to protect investors and projects with real-time smart contract audits, AI-based alerts, and a powerful community-driven system. 📌 Official Links: 🌐 Website: https://auditdoge.vip 🔵 Telegram: https://t.me/auditdoge_bsc 🐦 X (Twitter): https://x.com/auditdoge_bsc 🚀 Pinksale Fair Launch: https://www.pinksale.finance/launchpad/bsc/0xe3f02B478b7073F8b1c6E4ABd435b1f670034E61 💡Why AuditDoge ? ✔️ AI-Powered Smart Contract Scanning ✔️ Real-Time Security Alerts ✔️ Instant Honeypot Detection ✔️ Transparent Roadmap & Powerful Utility ✔️ Built to make DeFi SAFER for everyone 🎯 TOMORROW will change everything. 📢 A major update will be announced – and it’s going to set the tone for what’s next in crypto security. 👉 Be early. Be safe. Be with AuditDoge. #AuditDoge#BSC#CryptoSecurity#FairLaunch#BigAnnouncement#DeFi

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