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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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Am Neumarkt 😱

@amneumarkt · Post #721 · 01/16/2026, 06:26 AM

#visualization This is actually smart. https://medium.com/@redhotchilipaper/using-trapezoids-to-visualize-matrix-multiplication-with-applications-to-data-science-e1cff40de098

Am Neumarkt 😱

@amneumarkt · Post #713 · 12/19/2025, 05:44 PM

#visualization Broken Chart: discover 9 visualization alternatives – Dr Dominic Royé https://dominicroye.github.io/blog/2025-12-14-broken-charts/

Am Neumarkt 😱

@amneumarkt · Post #614 · 08/18/2024, 07:47 AM

#visualization There was a joke saying that every tree in Germany has been touched by some human. There's even a research on the topic of how dense the buildings are in Germany. Based on this research, the farthest distance that is away from a building is only 6.3km. I just can't believe this. I feel something is wrong but I don't have data to validate. Behnisch, Martin, Martin Schorcht, Steffen Kriewald, and Diego Rybski. 2019. “Settlement Percolation: A Study of Building Connectivity and Poles of Inaccessibility.” Landscape and Urban Planning 191 (103631): 103631.

Am Neumarkt 😱

@amneumarkt · Post #592 · 06/27/2024, 09:56 PM

#visualization Beautiful. There are details that the author designed quite well. How long are the nights? https://plotparade.com/gallery_sunrise.html

Am Neumarkt 😱

@amneumarkt · Post #518 · 12/20/2023, 08:35 AM

#visualization Source: https://www.statista.com/statistics/520952/netherlands-number-of-live-born-children-by-marital-status-of-the-mother/

Am Neumarkt 😱

@amneumarkt · Post #514 · 12/01/2023, 03:12 PM

#visualization Finland vs UK, and Turkiye/Turkey is such a nice example of data quality issues. https://www.reddit.com/r/MapPorn/s/QYGauVmzOP

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