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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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@ssbclear · Post #9463 · 12/12/2025, 09:29 AM
#topics People who had their SSBs recently kindly drop down the lecturette topics and GD Topics so that we can utilise and post them for the benefit of all. Also do mention the SSB board name and date. 👇
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@ssbclear · Post #9399 · 12/04/2025, 03:59 AM
#topics People who had their SSBs recently kindly drop down the lecturette topics and GD Topics so that we can utilise and post them for the benefit of all. Also do mention the SSB board name and date. 👇
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@ssbclear · Post #9217 · 11/12/2025, 08:42 AM
#topics People who had their SSBs recently kindly drop down the lecturette topics and GD Topics so that we can utilise and post them for the benefit of all. Also do mention the SSB board name and date. 👇
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@mountstorm · Post #242 · 06/15/2022, 01:29 PM
#essay#ielts#topics Task 2. It’s important for children to learn the difference between right and wrong at an early age. Punishment is necessary to help them learn this distinction. To what extent do you agree or disagree? What sort of punishments should parents and teachers be allowed to use to teach good behavior to children?