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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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Quiet World 🍁

@QuietWorld · Post #7450 · 06/27/2020, 11:02 PM

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Shopping for Henoa le Kitten again! 😍 Unplanned but I found item that I didn't know exist before that I think Henoa & I needs and I read lots of reviews saying that this shop sells a lot cheaper than other stores so why not? 😂 Will be making a video of unboxing these + review once they arrived and tested 🥰💞 Stay tuned for this video upload in my channel 🥰 #marcegetaway#youtube#kitten#Henoa @quietworld🍃

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