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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 #21535 · 02/26/2026, 01:56 PM

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#Ethiopia: Over 1,000 teachers resign in #Amhara region, many reportedly migrating to Arab states – Report Around 1,020 teachers in three zones of the Amhara Region resigned during the 2025/26 academic year, with officials and educators attributing much of the exodus to migration to #Arab_states in search of better pay and living conditions, according to a report by Deutsche Welle (DW). The departures were recorded in #South_Wollo, #North_Wollo, and the #Oromo Special Zone, where local education authorities say the trend is worsening existing challenges in the education sector. Teachers interviewed by DW cited the rising cost of living and salaries that no longer match market realities as key factors behind their decisions to leave. In districts such as #Kobo and #Habru in North Wollo, as well as #Bati woreda in the Oromo Special Zone, including Saint, Wagdi and Albko woredas, teachers have increasingly resigned to pursue opportunities abroad, the report.... Read more: https://addisstandard.com/?p=55405

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