#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
In Spain, Good Friday is part of Semana Santa (Holy Week). Cities hold large religious processions.
Groups called brotherhoods organize these events. People wear long robes and pointed hoods. They walk slowly as an act of penance.
Huge floats called “pasos” show scenes from the crucifixion of Jesus. These can weigh over a ton and are carried by teams underneath.
Some cities have music with drums and bands. Others stay completely silent. People also sing emotional songs from balconies.
In Seville, processions can last all night. In Málaga, there is a tradition of pardoning a prisoner. In Valladolid, old sculptures from the 16th and 17th centuries are used.
Traditional foods include torrijas and buñuelos.
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#GoodFriday#SemanaSanta#Spain#Traditions#History#Culture