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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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EKOLOG.UZ| ENG

@ekologuzenglish · Post #11165 · 01/12/2026, 08:02 AM

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🌱 Falsification in the “Green Space” Project and the Question of Responsibility! In the Yakkabog district of Qashqadaryo region, as part of the “Green Space 2025” project, unsown tree seedlings were entered into the electronic platform as planted, which distorts the official reports. Instead of fairly implementing the wise environmental policy of our respected President, some managers intimidated employees, artificially inflating the numbers: as a result, it appears that 70–80% more trees were added in the green area. According to the whistleblower, the head of the Yakkabog district ecology department handed over the electronic platform key to the municipal improvement employees, which allowed incorrect data about the trees to be entered. The actions of Y. Jumayev should be thoroughly investigated by the Committee on Ecology, and the managers involved in the falsification should be held accountable. 🌿 Protecting nature is the responsibility not only of employees but of society as a whole! #GreenSpace#Ecology#Qashqadaryo#Responsibility#Justice#SaveNature ☘️Read the latest environmental news on the @ekologuz page. Follow us and send your suggestions and wishes via @eklguz_bot Instagram | Facebook | Twitter | Sayt | Youtube

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