#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
A walk in the forest in my most beautiful dress — because sometimes nature deserves a special mood.
Прогулка в лес в самом красивом платье — потому что иногда природа заслуживает особого настроения.
#LunaEverly#Forest#Walk#Dress#Vibes
M-m蒙m羞x之z旅l- 蒙羞之旅 Walk of Shame (2014)
直达链接:https://pan.quark.cn/s/2b1da3d4248f
#蒙羞之旅#Walk of Shame
#腥光大道#姐姐我醉大
#醉街情人玩大咗#Blackout total
链接:https://link3.cc/sf_com
#电影#喜剧#美国#10年代