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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 #65278 · 04/12/2026, 01:44 PM

🚀 Ceasefire Prospects Viewed Skeptically by BTC OG Insider Garrett Jin, an agent for the 'BTC OG Insider Whale,' expressed skepticism about the prospects of a ceasefire, describing it as a 'sugar-coated poison.' According to BlockBeats, Jin argued that the market is operating under the assumption that a brief ceasefire could lead to lasting peace. However, he believes the likelihood of this outcome is less than 10%. Jin's reasoning is based on the incompatibility between the conditions proposed by Iran and the demands of the United States. He noted that no ceasefire terms have been executed within 24 hours, and historically, conflicts of this magnitude have never been resolved through a two-week pause. Jin suggests that the actual probability of a successful ceasefire is even lower than 10%. #Ceasefire#BTC#OGInsider#MarketSkepticism#GarrettJin#BlockBeats#IranUSConflict#PeaceProspects#WarPause#CeasefireSkepticism