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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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Ukraine War Truth

@ukraine_war_truth · Post #44 · 11/24/2024, 02:20 AM

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Ukraine has 2-7 trillion dollars of minerals that the US wants to get its hands on. Remember how at the beginning of the war Western propaganda claimed this was some righteous fight for democracy, lol? Light VS dark struggle? Well, no one is even pretending anymore - its all about the Benjamins. And if Western politicians and American and global corporations that have made hundreds of billion off of this suffering always knew that, it might be a surprise to some good-hearted people in the West who believed those lies. Show this clip to them, please. I also found a version with Ukrainian subtitles. If you have any friends from there, forward it to them too, please. So that they know what almost a million of their sons, fathers and husbands have died for - so that America can exploit their country for generations to come... #sad. Very, very sad, as the future president likes to say... Please subscribe to our channel - help share the Ukraine War Truth! Peace!

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