#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
Fingernail facts:
The middle finger’s nail grows the fastest while the smallest finger’s grows the slowest.
Nails usually grow faster on your dominant or more active hand (more use → more repair → more blood/nutrients) and speed up in summer thanks to better circulation.
Toenails grow slower.
Overall, males’ nails often grow faster than females’, but during puberty and pregnancy higher hormone levels make nails grow quicker in women.
[Source]
@googlefactss
#FunFact#HumanBody#nails
The lunula is the white, crescent-shaped part at the base of your fingernail. It shows where new nail cells grow.
💅🌙
@googlefactss
#Lunula#Nails#BodyFacts
Закулисье, где уже почти всё готово, а воздух буквально наполнен ожиданием ✨
Чемоданы с подарками, фотозоны, стенды в разных стилях — пространство постепенно «оживает» перед стартом фестиваля 🤩
И чем ближе начало, тем сильнее чувствуется эта особенная атмосфера 🤘🏼
Приходите к самому началу — чтобы успеть на розыгрыш супер подарков от партнёров 🎁
#хочупилить#ногти#nails#маникюр#педикюр