#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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🍁 Exciting News Alert! 🍁
🎓 Join us for a special guest lecture on pursuing undergraduate studies in Canada! 🇨🇦
Discover top universities like
-Toronto Metropolitan University
-Simon Fraser University
-University of Manitoba
-University of Lethbridge
-Wilfrid Laurier University in stunning locations across the country.
🌟 Learn about the world-class education system, vibrant multicultural environment, and endless opportunities that Canada has to offer. 🌎
🎤 Don't miss out on insights from our guest speaker, Ani Vardazarian - Senior Student Recruitment Manager🎓 Save the date for this transformative educational adventure in the Great White North! ❄️
Date: 01.03 (Friday)
Time: 17:00
📌 link to register: https://docs.google.com/forms/d/e/1FAIpQLSf-0kLzFGogSeb4RhqEueBjK7M-we1VmFfub55yGwgUXxUFEA/viewform?usp=sf_link
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