#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
#Spagna#Navarra#Pamplona
Segui con noi il voto per la nomina del nuovo sindaco di Pamplona: per la prima volta nella storia, il #PSOE|S&D sarà decisivo per la guida di Ayuntamiento da parte di #EHBildu|LEFT.
@OsservatorioEsteri
#Spagna#Navarra#Pamplona
Con 15 voti favorevoli, 11 contrari e 1 astenuto, il Consiglio comunale di #Pamplona approva la mozione di sfiducia della Sindaca Cristina #Ibarrola (#UPN|Centro-destra unionista).
Di conseguenza, Josepa #Asiron (#EHBildu|LEFT) viene eletto nuovo Sindaco del capoluogo navarro.
@OsservatorioEsteri