#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
HARVEST TALES
Готовимся праздновать день осени! Это время, когда природа готовится к зиме, а мы собираем урожай и с благодарностью прощаемся с тёплыми днями. Это время историй, которые объединяют нас, учат благодарности и готовят к новому.
В честь этого мы подготовили специальный напиток, доступный на всех спотах только с 28 октября по 3 ноября.
Спайси Филдз — согревающий чай-латте с пряной тыквой, насыщенными специями и куркумой.
Пусть свет ведет через холодную зиму и напомнит о скором возвращении весны!
#specialedition
🚙✨Introducing the Jeep Renegade Willys Special Edition!🌟🌿
Get ready to conquer the trails with this exclusive crossover featuring a stunning khaki color, themed decals, and rugged 17-inch wheels equipped with all-terrain tires! 🏞️💪
Only 500 units will be available, specially crafted for the Brazilian market. Don’t miss your chance to own this unique piece of Jeep heritage! 🇧🇷🔥
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🚗 Exciting news from Toyota!
🚀 The GR86 sports car has been enhanced for even better handling, and a new special edition has been released! All GR86 models now feature recalibrated shocks, updated stability systems, and improved steering assistance. Manual transmission models get a more responsive throttle control, while automatic models benefit from optimized transmission logic.
Introducing the special RZ Ridge Green edition!
💚 This exclusive version boasts a unique green body color with bronze wheels and a premium interior finish of leather and Alcantara. Equipped with Brembo brakes and Sachs shocks as standard. Only 200 of these sports cars will be produced, so the right to purchase will be determined by a lottery🔥
#Toyota#GR86#RidgeGreen#SpecialEdition#LimitedRelease#Sportscar#Auto😍