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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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Embassy of Russia in Singapore

@rusembsg · Post #3841 · 02/03/2025, 01:16 AM

Embassy Comment We have noted the article by Jonathan Eyal “#EU renewed toothless #sanctions against #Russia”, published in The Straits Times on February 1, 2025. We agree with the author that the unilateral illegitimate sanctions aimed at continuing the hybrid war against Russia and inflicting a strategic defeat on us, are both unsuccessful and futile. There is no doubt that the objectives of the special military operation (#SMO) on the #denazification and demilitarization of #Ukraine, its neutral and non-nuclear status, as well as ensuring the interests of the Russian people will be achieved. The “bankrupt” Euro-Atlantic security architecture (#NATO) is being replaced by a new equal and indivisible #EurasianSecurity, which includes all the organizations that have demonstrated their effectiveness – the #EAEU, #SCO, #CSTO, etc. The concept of #Eurasian security aligns with the accelerating formation of a multipolar world order. A key pillar of this shift is the rapidly growing, non-Western center of influence represented by #BRICS, which continues to attract countries from the #GlobalSouth, including #ASEAN member states, paving the way for a BRICS-ASEAN dialogue. The consolidation of the countries of the Global South, making a choice in favor of peaceful, sustainable, inclusive, independent development together with Russia, China and other countries, represents a stable and viable trend in contrast to the outdated Western neocolonial “#InSanctionsWeTrust” mentality.