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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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Офис Почётного консула ЮАР в Екатеринбурге // Office of Honorary Consul of South Africa in Yekaterinburg

@sarconsulurals · Post #2669 · 10/10/2025, 07:17 AM

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🎉Today marks 200 years since the birth of Paul Kruger! 🗓 Born on October 10, 1825, Stephanus Johannes Paulus Kruger (also known as Paul Kruger) served as the President of the South African Republic from 1883 to 1900. He was affectionately called “Oom Paul” (Uncle Paul). 🇿🇦 Today, Paul Kruger is viewed in South Africa with a nuanced perspective. On one hand, he is recognized as a symbol of the Boer struggle for independence. On the other hand, his conservative views and support for racial segregation make his legacy a subject of debate in modern society. So, he is seen primarily in a historical context — as part of South Africa’s complex heritage. 🐘 One of the world’s most famous wildlife reserves — Kruger National Park — was named in his honor. 💬 His words still inspire us today: "Search in your past for what is good and beautiful. Build your future from there." #History#SouthAfrica#PaulKruger#200Years#Birthday#Legacy#OomPaul#KrugerNationalPark

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