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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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@googlefactss · Post #40717 · 03/01/2026, 07:02 AM

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Georgy Zhukov was a Soviet military leader and Marshal of the Soviet Union. He was born to a poor peasant family in Strelkovka, Kaluga Province, Russia. He served in the Imperial Russian Army in World War I. After the Russian Revolution, he joined the Red Army and rose quickly through the ranks. He commanded Soviet forces at major battles, including Khalkhin Gol, Moscow, Stalingrad, Kursk, and the final assault on Berlin. He became Marshal of the Soviet Union in January 1943. After World War II, he was the first military governor of the Soviet occupation zone in Germany. He later served as Chief of the General Staff and Minister of Defence. He was removed from top posts because Soviet political leaders feared his popularity and power. Zhukov is remembered as one of the most celebrated Soviet commanders of the 20th century. 🪖⚔️🇷🇺 [Read more] @googlefactss #GeorgyZhukov#SovietUnion#WorldWarII#Marshal#MilitaryHistory#EasternFront

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