#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
250704 || ALL THE K-POP 𝕏 UPDATE
✨i-dle (#아이들) Yuqi X NOWZ (#나우즈)✨
‘ALL THE K-POP STAGE IN MACAU’ special stage❣
Yuqi participated in lyrics, composition, producing, and even featuring💞
#NOWZ’s 'Fly Freely (Feat. Yuqi (YUQI))'
Chinese version stage together🎉
#idle
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250709 || NOWZ 𝕏 UPDATE
[📸] 250709 @ NOWZ 1st Mini Album [IGNITION] COMEBACK SHOWCASE LIVE
Thank you so much to senior Yuqi for coming as the showcase MC! You’re the best, senior! 🧡
#NOWZ#나우즈
#IGNITION
#EVERGLOW
#아이들#idle
#우기#YUQI
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── @GIDLE_UPDATE ──