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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 #4116 · 12/27/2025, 07:38 AM

#JavaScript#API#RealProject#webdev#dasturlash_hayoti 👨‍💻 JavaScript + API: Real loyiha Xabarlarni ro‘yxat qilib chiqarish + avtomatik yangilanish Bu bosqichda: - har bir xabar alohida chiqadi - sahifa refreshsiz yangilanadi - real chatlarga yana yaqinlashamiz 1️⃣HTML — xabar yozish va chat oynasi <!-- Xabar yozish --> <input type="text" id="message" placeholder="Xabar yozing"> <button onclick="sendMessage()">Yuborish</button> <!-- Chat ro'yxati --> <ul id="chat"></ul> ul — xabarlar ro‘yxat bo‘lib chiqishi uchun 2️⃣ JavaScript — xabar yuborish va ro‘yxatga qo‘shish <script> function sendMessage() { // Inputni chaqiramiz let input = document.getElementById("message"); // Inputdagi qiymat let msg = input.value; // Bo‘sh xabar yuborilmasligi uchun if (msg === "") return; // Serverga xabar yuborish fetch("https://jsonplaceholder.typicode.com/posts", { method: "POST", body: JSON.stringify({ text: msg }), headers: { "Content-type": "application/json" } }) .then(res => res.json()) .then(data => { // Xabarni chat ro‘yxatiga qo‘shamiz addMessage(data.text); // Inputni tozalaymiz input.value = ""; }); } </script> 3️⃣JavaScript — xabarni ro‘yxatga qo‘shish <script> function addMessage(text) { // Chat ro‘yxatini chaqiramiz let chat = document.getElementById("chat"); // Yangi xabar uchun <li> yaratamiz let li = document.createElement("li"); // Xabar matnini joylaymiz li.innerText = text; // Xabarni chatga qo‘shamiz chat.appendChild(li); } </script> Endi: - har bir xabar pastga qo‘shilib boradi - eski xabarlar yo‘qolmaydi Telegram, kommentlar, chatlar — barchasi shu mantiqda ishlaydi. ☑️Natija ⏺️JavaScript → foydalanuvchi bilan ishlaydi ⏺️API → server bilan gaplashadi ⏺️Sayt → jonli bo‘ladi ➡️Keyingi post: Enter bosilganda yuborish + real-time’ga yana yaqinlashtiramiz 🔥 💻@dasturlash_hayoti— dasturchilar hayoti va IT memlari aralash kanal😉

Dasturlash hayoti️️ ️

@dasturlash_hayoti · Post #4115 · 12/26/2025, 08:59 AM

#JavaScript#API#RealProject#webdev#dasturlash_hayoti ➡️Keyingi postda nima bo‘ladi? Keyingi darsda: ⏺️ xabarlarni bitta emas, ro‘yxat qilib chiqaramiz ⏺️ yangi xabar kelganda sahifa avtomatik yangilanadi Ya’ni: ❌ refresh yo‘q ☑️ real-time ishlash Post JavaScript + API asosida, to‘liq real loyiha ko‘rinishida bo‘ladi. 👉O‘tkazib yubormang! 💻@dasturlash_hayoti— dasturchilar hayoti va IT memlari aralash kanal😉

Dasturlash hayoti️️ ️

@dasturlash_hayoti · Post #4113 · 12/24/2025, 12:44 PM

#JavaScript#API#RealProject#webdev#dasturlash_hayoti ⚠️⚠️⚠️ Diqqat, JavaScript o‘rganuvchilar! Keyingi post: ❌ faqat nazariya emas ☑️JavaScript + API orqali real loyiha bo‘ladi Ya’ni: ⏺️serverdan ma’lumot olish ⏺️sahifani yangilamasdan ishlash ⏺️hammasi real kod bilan💻 Shunaqa amaliy post kerakmi? 👍 Ha, JS + API bilan 🔥 Yo'q, shart emas Qiziqish bo‘lsa — bosqichma-bosqich tushuntirib chiqaramiz