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Source channel @githubtrending · Post #15433 · Jan 23

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#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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@CoinSonar · Post #244155 · 04/18/2026, 11:50 AM

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Coin Sonar

@CoinSonar · Post #243989 · 04/18/2026, 05:43 AM

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#SHELL | Volume spike (USDT PAIR) 165 times the average volume 112.64K USDT traded in 5 min └Buying vol: 70.51K USDT 🟢 Boost score: 7/10 24h Vol: 195.50K USDT (Binance) Price: 0.0357 (-4.6% in 24h)

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