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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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New Eastern Outlook

@neweasternoutlook · Post #11915 · 01/14/2026, 04:50 PM

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🇺🇸🇮🇱⚔🇮🇷🛩️The Watchful Eye Over the Gulf ✍🏽By Red Nile Media | Geopolitical Analysis A U.S. Navy MQ-4C Triton spy drone has been conducting high-altitude surveillance over the Persian Gulf and Strait of Hormuz, flying out of the UAE—a subtle but powerful signal amid rising U.S.–Iran tensions. Far from routine, this deployment follows a familiar escalation playbook: persistent intelligence gathering, psychological pressure, and strategic positioning that often precede larger moves. 🔹 Why the shift from Qatar to the UAE? What message is being sent to Tehran? And how does this fit into past confrontation patterns in the region? 🔗Read the full analysis: 📡@rednile12 Geopolitics | Multipolarity | Sovereignty | Strategic Reality #Iran#USA#UAE#Qatar#PersianGulf#Geopolitics#MilitaryIntelligence#MiddleEast#RedSea#ISR#MQ4C#RedNileMedia

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Red Nile

@rednile12 · Post #10737 · 01/14/2026, 03:58 PM

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🇺🇸🇮🇱⚔🇮🇷🛩️The Watchful Eye Over the Gulf ✍🏽By Red Nile Media | Geopolitical Analysis A U.S. Navy MQ-4C Triton spy drone has been conducting high-altitude surveillance over the Persian Gulf and Strait of Hormuz, flying out of the UAE—a subtle but powerful signal amid rising U.S.–Iran tensions. Far from routine, this deployment follows a familiar escalation playbook: persistent intelligence gathering, psychological pressure, and strategic positioning that often precede larger moves. 🔹 Why the shift from Qatar to the UAE? What message is being sent to Tehran? And how does this fit into past confrontation patterns in the region? 🔗Read the full analysis: 📡@rednile12 Geopolitics | Multipolarity | Sovereignty | Strategic Reality #Iran#USA#UAE#Qatar#PersianGulf#Geopolitics#MilitaryIntelligence#MiddleEast#RedSea#ISR#MQ4C#RedNileMedia

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#iran#usa#uae#qatar#persiangulf#geopolitics#militaryintelligence#middleeast#redsea#isr#mq4c#rednilemedia