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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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@V1_BLOG · Post #2087 · 04/29/2020, 01:46 PM

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测速机场: N3RO 测速宽带: 广东电信200M 测速时间: 4.29 官网: http://bit.ly/32YVRT5 价格表: https://t.me/V1blog_g/27685 清晰测速图 图一(早上): https://t.me/speedtest_V1/173 图二(晚高峰): https://t.me/speedtest_V1/174 测速By-V1测速组 #n3ro#对比 频道群组投稿

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