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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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hambi superapp

@hambi_superapp · Post #7 · 11/05/2024, 03:13 PM

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🏆⚽️Chempionlar Ligasi: Katta to`qnashuv! Real vs Milan!⚽️🏆 Mavsumning eng kutilgan o`yinlaridan biriga tayyorlaning! Yevropa futbolining ikki giganti: Real Madrid - Milan! 🏟 Joy: Santiago Barnabeu ⏰ Boshlanish vaqti: 01:00 📺Qayerda: hambi ilovasida, Telekanallar bo`limi, ZO`R TVkanali* * - Beeline abonentlarida trafik ketmaydi Agar o'yinni tomosha qila olmasangiz, hisobni "Matchlar" bo'limida kuzatishingiz mumkin⚽️ Bugun qaysi tomondasiz? #HalaMadrid⚪️ yoki #ForzaMilan🔴⚫️ • • • 🏆⚽️ Лига Чемпионов: Эпическое Противостояние! Реал vs. Милан! ⚽️🏆 Готовьтесь к одному из самых ожидаемых матчей сезона! На горизонте — битва самых титулованных клубов европейского футбола: Реал Мадрид - Милан! 🏟 Место: СантьягоБарнабеу ⏰ Время начала: 01:00 📺Где: ZO`R TV в hambi в разделе Телеканалы* * - у абонентов Beeline трафик не расходуется Если у вас нет возможности просмотра матча, вы можете отследить счёт в разделе "Матч"⚽️ На чьей стороне вы сегодня? #HalaMadrid⚪️ или #ForzaMilan🔴⚫️

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