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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 #22034 · 04/16/2026, 07:02 AM

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#Ethiopia: Residents of #Ambo recount a city ‘under siege’ by ‘criminal gangs’ after social media revelations expose disturbing abuses Residents of Ambo city, in west #Shewa zone of #Oromia regional state, say they are “living in fear” amid “a pattern of violence, intimidation, and impunity.” Many are speaking up following a wave of social media posts over the past two days that have brought renewed scrutiny to rampant abuses in the city of civilians by organized group of men called “120”. Multiple videos and pictures, shared widely on social media networks and echoed in messages sent to Addis Standard, describe incidents ranging from public beatings and arbitrary detention to extortion and, in some cases, killings. While Addis Standard did not independently verify these videos and pictures, residents who reached out pleasing to share their accounts speak of a harrowing experience over the past “two years.” “We are living in a city under siege,” Read more: https://addisstandard.com/?p=56525

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