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Source channel @githubtrending · Post #15433 · Jan 23

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#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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🎨 𝗧𝗘𝗠𝗔𝗦 𝗧𝗘𝗟𝗘𝗚𝗥𝗔𝗠 ➤ 𝗧𝗚𝗫

@dnz_temas · Post #1845 · 02/12/2023, 02:47 AM

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⠀ 📱 𝐃𝐍𝐙 𝐓𝐄𝐌𝐀𝐒 🔠🔠 >> 🔠🔠🔠 📱 📢 𝗖𝗵𝗮𝗻𝗻𝗲𝗹: @DNZ_Temas🇧🇷 #Sunflower#dark ➖ ➖ ➖ ➖ ➖ ➖ ➖ ➖ ➖ ➖ ➖ ➖ ➡️𝐀𝐏𝐏𝐋𝐘 𝐓𝐇𝐄𝐌𝐄 📱 ( Telegram ) ➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖ ➡️𝗕‌𝐀𝐂𝐊𝐆𝐑𝐎𝐔𝐍𝐃 ➖➖➖➖➖➖➖➖ 🖼𝐖𝐀𝐋𝐋𝐏𝐀𝐏𝐄𝐑 ➖➖➖➖➖➖➖ ⠀ ╚════ ღ 𝔻ℕℤ 𝕋𝔼𝕄𝔸𝕊 ღ ══╝

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🎨 𝗧𝗘𝗠𝗔𝗦 𝗧𝗘𝗟𝗘𝗚𝗥𝗔𝗠 ➤ 𝗧𝗚𝗫

@dnz_temas · Post #1982 · 03/12/2023, 11:01 AM

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📱 𝐃𝐍𝐙 𝐓𝐄𝐌𝐀𝐒 🔠🔠 >> 🔠🔠🔠 📱 📢 𝗖𝗵𝗮𝗻𝗻𝗲𝗹: @DNZ_Temas🇧🇷 #Sunflower#blur#White ➖ ➖ ➖ ➖ ➖ ➖ ➖ ➖ ➖ ➖ ➖ ➖ ⚠️𝐀𝐏𝐏𝐋𝐘 𝐓𝐇𝐄𝐌𝐄 📱 ( Telegram ) ➖➖➖➖➖➖➖➖➖➖➖➖➖ ⠀ ╚════ ღ 𝔻ℕℤ 𝕋𝔼𝕄𝔸𝕊 ღ ══╝

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