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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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IT Masters

@ITmastersuz · Post #12322 · 08/13/2025, 10:50 AM

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Duolingo uchun raqobatchi chiqdi — yangi til o‘rgatuvchi LangAI, u samarali ravishda tillarni o‘rgatadi. Bu feyk emas, balki o‘zining puxta o‘ylangan o‘quv dasturiga ega to‘liq raqobatchi. ⚡️ Birinchi — istalgan tildagi eng kerakli 1000 ta so‘z. ⚡️ Keyin esa — faqat jonli amaliyot bo'ladi. ⚡️ Suhbat mashqlari: matn yoki ovoz orqali javob berish mumkin. ⚡️ O‘zingizga mos darajani tanlaysiz. ⚡️ Har bir xatoni tahlil qilib, tushuntirib berishadi. ⚡️Google Play | App Store 👍Bizning barcha loyihalar | #learning

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Elf Crypto VIP

@elfcryptovip · Post #12109 · 10/09/2025, 09:31 AM

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TradingView keyboard shortcuts #Learning https://www.tradingview.com/charting-library-docs/latest/getting_started/Shortcuts/

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Elf Crypto VIP

@elfcryptovip · Post #11965 · 09/18/2025, 10:05 AM

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Liquidity Sweep combined with Divergence can be very powerful in predicting a potential reversal 🔄 #Learning

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