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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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Addis Standard

@addisstandardeng · Post #21208 · 01/27/2026, 01:35 PM

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#Afar: Delivering lifesaving nutrition across one of #Ethiopia’s harshest landscapes Once you leave the city of #Semera behind, the Ethiopian landscape quickly opens into vast stretches of dry earth that seem to run endlessly toward the horizon. Sparse green bushes dot the dusty ground, framed by distant mountains and volcanoes that define the Afari landscape. As our vehicles drive toward the town of Magenta to deliver nutrition to children through Doctors Without Borders/Médecins Sans Frontières (#MSF) outreach activities, a river runs alongside the road. One of the main challenges faced by local communities is right in front of our eyes: water. Afar, crossed by the Danakil Depression marking the northern end of the East African Rift Valley, is considered one of the hottest inhabited places on Earth. Water availability and quality in the region are strongly influenced by its..... https://www.facebook.com/AddisstandardEng/posts/pfbid02eyGnawFb7VhMHg63k8WpiMijY9FpwCawUmrdsKrtzRv4KyRYPzEBTN3ngQUxCZpEl

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