#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
荣耀林林谈 iPhone Air 降价:并不会改变销量基本面,因为它是个逆着绝大多数用户需求来的产品
荣耀中国区的业务部长林林昨日发文称 iPhone Air 的降价是由绝大多数用户需求引起的。该机采用超瓷晶面板、5级航空级钛金属结构以及高达120Hz ProMotion面板,背面配备48MP融合摄像头支持AOD 1Hz熄屏显示。手机搭载A19 Pro处理器和GPU峰值运算能力高达3倍,支持Wi-Fi 7、蓝牙 6.0和Thread网络。
标签:#iPhoneair
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