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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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以太坊区块链新闻| ETH 以太币圈热瓜

@ethereumglobalnews · Post #929 · 10/12/2025, 04:58 AM

⚠️ 🤣以太區塊鏈新聞 📆 2025-10-12 🎁📲 EthereumGlobalNews |🇰🇷區塊鏈市場觀察 🇰🇷【#SouthKorea稅務局:逃漏稅將查扣冷錢包】 : 為追蹤鏈上資金流,若懷疑資產藏離線,將依法執行查緝。韓國國稅廳(NTS)警告:若加密持有人未繳稅,將可能於家中搜查並扣押冷錢包、硬碟、電腦。 #冷錢包#稅務監管#區塊鏈追蹤#CryptoTax#NTS

Crypto M - Crypto News

@CryptoM · Post #64567 · 04/09/2026, 08:32 AM

🚀 South Korea's Unclear Tax Standards for Crypto Income Raise Concerns South Korea's National Tax Service has yet to establish definitive tax guidelines for decentralized finance (DeFi), staking, lending, and other forms of cryptocurrency income ahead of the new virtual asset tax regime set to begin next January. According to NS3.AI, the agency, in a written response to lawmaker Song Eon-seog, indicated that it is currently gathering international legislative examples and expert opinions to inform its approach. The lack of clarity on taxing profits from overseas exchanges outside the 56 jurisdictions covered by the Crypto-Asset Reporting Framework could lead to issues of fairness and potential capital flight. #SouthKorea#CryptoTax#DeFi#Staking#Lending#VirtualAssets#TaxRegime#NationalTaxService#CapitalFlight#InternationalLegislation