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Source channel @githubtrending · Post #15433 · Jan 23

#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

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@libertaeragione · Post #4452 · 03/01/2026, 10:19 PM

#Italia#Campania#Provinciali Provinciali #Caserta, dati finali - RICOSTRUZIONE ESCLUSIVA OsservatorioItaliano: 🔵 Centro destra per la Provincia di Caserta (#FdI-#FI-#Lega-#NM): 31.85% - 6 seggi 🟠 Campo Largo per Caserta (#PD-#AVS-#NdC-#IV): 21.42% - 4 seggi 🔵 Anacleto Colombiano Presidente (Civica centrodestra legata a Colombiano): 20.61% - 3 seggi 🟠#ATA|Deluchiani: 14.60% - 2 seggi 🔵 Liberi e Democratici per Caserta (#Azione-dissidenti #PSI legati al consigliere regionale Giovanni Iovino): 8.90% - 1 seggio 🟠 Avanti Caserta (#PSI): 2.63% - 0 seggi *Nella giornata di domani verranno pubblicati i dati ufficiali @OsservatorioItaliano