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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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@revheadcrypto · Post #368 · 08/21/2024, 06:08 PM

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🚗✨ Updated Audi RS 3: Hatchback and Sedan Debut! ✨🚗 🔧 The facelift brings a fresh look with new headlights featuring a checkered flag design for the daytime running lights, which can be customized! 🏁 🛠️ Inside, you’ll find a revamped steering wheel that’s now flat on both the top and bottom, complete with two new red buttons to activate RS Performance and RS Individual modes! 🔴🔵 Optional carbon bucket seats offer enhanced support for those thrilling drives. 🪑💨 💥 The Audi RS 3 retains its powerful 2.5-liter turbocharged five-cylinder engine, delivering 400 hp and 500 Nm of torque, paired with a seven-speed dual-clutch transmission and all-wheel drive. ⚡️💪 It still rockets from 0 to 100 km/h in just 3.8 seconds, with a top speed of 290 km/h! 🚀 🔄 Engineers have fine-tuned the torque splitter algorithm (RS Torque Splitter) and optimized chassis settings, allowing drivers to tackle corners at higher speeds! 🏎️💨 #AudiRS3#Performance#CarEnthusiast#TurboPower#LuxuryCars#DrivingExperience#Innovation#Auto🚘💖

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