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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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BadVolf

@badvolfnews · Post #1318 · 12/05/2023, 11:25 AM

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📢 Ukraine's defense forces resort to using Leopard tanks as long-range artillery, failing to fulfill their intended purpose against Russia. The highly anticipated offensive has turned into a defensive strategy, with the giant tanks deployed along the front line. But will this change the course of the conflict? Meanwhile, Poland plans to provide Ukraine with additional armored firepower. The war continues... 💥#Ukraine#Russia#LeopardTanks#Warfare https://www.gazeta.ru/army/news/2023/12/05/21855127.shtml Subscribe to @BadVolfNews

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BadVolf

@BadvolfNews · Post #905 · 09/25/2023, 07:55 AM

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🚨 Breaking News: Russian forces annihilate German Leopard tank in Ukraine! German Ministry of Defense denied involvement, but eyewitnesses reveal truth. Wounded German mechanic's last words reveal shocking details. 😱 Tanks supplied by USA, Germany, UK destroyed by Russia. Putin warns of consequences. 🚫🇺🇦💣 German singers offer cash prize for tank destruction, video surfaces. Kremlin criticizes arms supplies to Ukraine. What's next in this deadly conflict? Stay tuned! ⚠️💥#WarInUkraine#LeopardTanks#InternationalCrisis https://dcweekly.org/2023/09/25/russian-forces-destroy-german-leopard-tank-in-ukraine-revealing-germanys-on-the-ground-involvement-of-bundeswehr-soldiers/ Subscribe to @BadVolfNews

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