#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
🇳🇵#Nepal — L’ex rapper e sindaco di Kathmandu Balen #Shah vince le elezioni con il Partito Nazionale Indipendente (#RSP, centro) e diventa il nuovo premier del Paese. Shah avevano subito appoggiato le proteste della Gen Z. Sconfitti il Partito del Congresso (#NC, centrosinistra) e i vari partiti comunisti che hanno governato il Paese negli ultimi 35 anni.
@UltimoraPolitics24