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Source channel @githubtrending · Post #15433 · Jan 23

#python#deepseek#demo#easy#embedding#flask#gpt#huggingface_transformers#llm#mcp#multimodal#openai#qwen#rag#sentence_transformers#ui#vllm#vlm UltraRAG is a lightweight framework that makes building retrieval-augmented generation (RAG) systems simple and fast. It uses a low-code approach where you write just dozens of lines of YAML configuration instead of complex code to create sophisticated AI workflows with conditional logic and loops. The framework includes a visual development environment where you can drag-and-drop to build pipelines, adjust parameters in real-time, and instantly convert your logic into interactive chat applications. This means you can deploy powerful AI systems that ground answers in your own data—reducing hallucinations and improving accuracy—without needing extensive coding expertise or lengthy development cycles. https://github.com/OpenBMB/UltraRAG

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Swift Academy

@swift_academy · Post #263 · 09/08/2025, 05:32 AM

0 dan Mustaqil iOS development o'rganuvchilar uchun mavzulashtirilgan RoadMap. Mustaqil o'rganishda bir qator qiyinchiliklarni yengillatish maqsadida iOS development o'rganvchilar uchun rejali qo'llanma ishlab chiqidm. Dasturlashni boshlovchilar ko‘pincha qayerdan boshlashni bilmay qoladi, bu reja esa aniq bosqichma-bosqich yo‘lni ko‘rsatadi. Professional bo‘lish uchun nafaqat kod yozish, balki algoritmlar, arxitektura, dizayn patternlar va AppStore jarayonini ham o‘rganish zarur. Reja sizni oddiy amaliy mashqlardan tortib to haqiqiy AppStore’da chop etiladigan ilova darajasiga olib chiqadi. 🔹 Kimlar uchun? Boshlovchi dasturchilar — Swift tilini o‘rganib, real loyihalar yaratishni istaydiganlar. O‘rta darajadagi developerlar — UIKit va SwiftUI’da chuqurroq bilim olib, professional arxitekturalarga o‘tishni xohlovchilar. Talabalar va IT kurs qatnashchilari — nazariy bilimni amaliy loyihalar orqali mustahkamlashni istaydiganlar. Ishga kirishni istovchilar — Junior/Middle iOS developer sifatida intervyuga tayyorlanayotganlar. Roadmap - 7 asosiy bo'lim va har bir bo'lim ketma ketlikda mavzulashtirilgan darslardan iborat: 1. Core: Swift Asoslari 2. Algorithms va Data Structures 3. Xcode va UIKit Asoslari 4. Games va View Groups (UIKit) 5. Networking 6. Design Patterns, SOLID va Arxitektura 7. SwiftUI va App Store Jarayoni Qanday va qayerdan o'rganish bo'yicha tavsiya va qo'shimcha havolalar keltirilgan. Logika va bilimni kuchaytirish uchun topshiriq va o'yinlar keltirilgan. Portfolio uchun 10dan ortiq proyektlar va ularni yaratishda kerakli manbaalar ko'rsatib o'tilgan. To'liq kontent bu yerda. Foydali bo'lsa, do'stlaringiz bilan ham ulashib qo'ying. #ios#selfstudy#roadmap Mukhriddinbek Samidov 🔗YouTube | Instagram | LinkedIn | Telegram | Medium

Lesson 19 of my Uzbek self-study course teaches you how to book a table in a restaurant or café in Uzbek. Learn useful phrases, listen to dialogues with audio, and practice with exercises to master real-life situations. https://yep.uz/en/2025/09/lesson-19-booking-a-table-in-uzbek/ #uzbeklanguage#learnuzbek#uzbeklessons#selfstudy#languagelearning#uzbekdialogues#bookingatable

Lesson 20 of my Uzbek self-study course with audio is here! Learn how to say countries, nationalities and languages in Uzbek. The lesson includes exercises, tables, a crossword puzzle and clear grammar explanations. https://yep.uz/en/2025/09/lesson-20-countries-nationalities-languages-uzbek/ #uzbeklanguage#learnuzbek#uzbeklesson#languages#nationalities#countries#selfstudy#languagelearning