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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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Dasturlash hayoti️️ ️

@dasturlash_hayoti · Post #3811 · 05/23/2025, 10:04 AM

📱VS Code foydalanuvchilari uchun foydali plaginlardan biri — CodeSnap. Bu plagin kodlaringizdan chiroyli skrinshotlar olishga yordam beradi. Plaginni o‘rnatish va undan qanday foydalanishni tezda tushunish uchun quyidagi videoni tavsiya qilaman: 📺Qo‘llanma video Kodlarni ijtimoiy tarmoqlarda ulashishda sifatli ko‘rinishi muhim — CodeSnap aynan shunda qo‘l keladi. #vscode#codesnap 💻@dasturlash_hayoti — bir xatoni tuzatib, ikkinchisiga tayyorlanish! 😅