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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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Crypto M - Crypto News

@CryptoM · Post #65365 · 04/13/2026, 02:44 AM

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🚀 Hong Kong's Cautious Approach to Digital Asset Licensing Hong Kong's Financial Secretary, Paul Chan, has outlined a cautious strategy for issuing digital asset licenses. According to Foresight News, Chan emphasized a 'small steps, quick progress' approach, initially granting a limited number of licenses. The focus is on practical application scenarios, with plans to evaluate experiences before issuing a second batch. Chan highlighted that stablecoins and digital assets represent financial innovation, requiring encouragement for breakthroughs. However, he stressed the importance of maintaining security and implementing mechanisms to prevent money laundering, necessitating appropriate regulation. While stablecoins offer benefits such as decentralization and high efficiency, Chan noted they should be viewed as payment tools rather than investment instruments. #HongKong#DigitalAssets#FinTech#Stablecoins#FinancialRegulation#CryptoLicensing#Innovation#AML#PaymentSystems

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