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Source channel @githubtrending · Post #15433 · Jan 23

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#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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@uztmk_official · Post #2661 · 09/09/2025, 04:23 PM

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#TMK #MIT 🚀Forbes tan olgan №1 universitet endi TMKning ilmiy hamkori 🇺🇿 🇺🇸 TMKda dunyoning nufuzli oliygohlaridan biri — AQShning Massachusets Texnologiya Instituti (MIT) hamda University of Business and Science vakillari bilan videomuloqot tashkil etildi. Muhokama qilingan asosiy yo‘nalishlar: ⚫️Sun’iy intellekt va raqamli texnologiyalar asosida foydali qazilmalarni boyitish va yangi qotishmalar yaratish; ⚫️Aqlli o‘quv tizimlarini yo‘lga qo‘yish va yuqori samarali ilmiy tadqiqotlarni amalga oshirish; ⚫️MIT ta’lim standartlari asosida TMK kadrlarini tayyorlash va malaka oshirish; ⚫️Sanoat loyihalari menejmenti va global kritik metallar zanjirlari bo‘yicha mutaxassislar tayyorlash; ⚫️MIT Horizon va Universal AI kabi xalqaro platformalarda hamkorlikni kengaytirish. 🔥Videomuloqot natijasida 2026-yildan boshlab har yili 100 nafardan ortiq TMK xodimlari MITning raqamli platformalari orqali malaka oshiradi. ✅ Ushbu hamkorlik TMK va AQShning yetakchi universitetlari bilan barqaror hamkorlikni yo‘lga qo‘yish va TMKni global innovatsion kompaniya sifatida yangi bosqichga olib chiqishga xizmat qiladi. 🫥🫥🫥 📎На русском языке 📎In English 🫥🫥🫥 ✅TMK matbuot xizmati 🌐Web-site|🔵Facebook |📷Instagram| 🎰LinkedIn|🎬Youtube|🚀Telegram

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