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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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🇿🇦🗓28 октября родился Гарри Оппенгеймер (1908–2000)— выдающийся южноафриканский бизнесмен, промышленник и филантроп . 🏢 Многие годы он был председателем совета директоров компаний «Англо Американ» (Anglo American) и «Де Бирс» (De Beers) — крупнейших в мире поставщиков алмазов, золота, платины, угля и других полезных ископаемых. 💎 🏅 В 2004 году Оппенгеймер был включён в список «Великие южноафриканцы» (Great South Africans). #ЮАР#История#ГарриОппенгеймер#Бизнес#Филантропия#DeBeers#ДеБирс

🇿🇦🗓October 28 marks the birthday of Harry Oppenheimer (1908–2000) — a prominent South African businessman, industrialist, and philanthropist. 🏢 For many years, he served as chairman of Anglo American and De Beers, the world's leading suppliers of diamonds, gold, platinum, coal, and other minerals. 💎 🏅 In 2004, Oppenheimer was included in the list of Great South Africans. #SouthAfrica#History#HarryOppenheimer#Business#Philanthropy#DeBeers#AngloAmerican#Legacy