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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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Dasturlash hayoti️️ ️

@dasturlash_hayoti · Post #4101 · 12/15/2025, 01:15 PM

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#Dasturlash#IT#Beginner#futurecoder#OnlineLearning futurecoder — dasturlashni noldan o‘rganish uchun mukammal platforma futurecoder — bu hech qanday tayyorgarliksiz dasturlashni boshlash mumkin bo‘lgan bepul va interaktiv ta’lim sayti. Platforma foydalanuvchini asta-sekin fikrlashga, kod yozishga va muammolarni hal qilishga o‘rgatadi. Qanday o‘rgatadi? — Brauzer ichida kod yozish va ishga tushirish — Interaktiv topshiriqlar va real misollar — Har bir mavzu bo‘yicha aniq va sodda tushuntirishlar — Qiyinchilik darajasi bosqichma-bosqich oshirib boriladi Afzalliklari: — Dastur o‘rnatish shart emas — Amaliyotga yo‘naltirilgan — O‘rganish jarayonida xatolarni tushuntirib beradi — Mustaqil o‘rganish uchun juda qulay Kimlar uchun mos? — Dasturlashni endi boshlayotganlar — Python’ni tez va tushunarli o‘rganmoqchi bo‘lganlar — O‘qituvchilar va mentorlar — Amaliy mashqlar orqali bilim olishni istaganlar Rasmiy sayt: 👉https://futurecoder.io/ 💻@dasturlash_hayoti— dasturchilar hayoti va IT memlari aralash kanal😉

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Russian House Brussels-Europe

@rushousebrussels · Post #2471 · 06/23/2025, 07:33 AM

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📚Enrollment is open for the 2025–26 academic year! ⏰24 June | 18:00 Join our Presentation of Russian Language Courses for Adults — meet the teachers and find the perfect program for you: ✨Fundamental Course — from A1 to C1, steady pace (October–June) ⚡️Intensive Course — fast-track A1 to A2, with speaking from day one 🌍Online — learn from anywhere in the world 🏫Offline — full language immersion 👥Group classes — motivation, support & shared experience 👤Individual lessons — flexible schedule, personalized approach 🎉 Plus, learn about our linguistic and cultural events for students! 📅Free participation — sign up via the linkhere #russianlanguage#learnrussian#russiancourses#languagelearning#onlinelearning

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