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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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Crypto News & Web3 Events | TON Ecosystem

@tonevents_en · Post #1738 · 09/01/2025, 05:12 PM

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Summer DeFi: last chance! Summer is over — and so is Summer DeFi. On September 3, GVWS will start finalizing results and distributing the prize pool. 💵 Odds look good: there are no bots, and many #TON users still haven’t tapped “Participate.” 🌅 To make sure your entry counts, subscribe to the channel and leave a comment right under this post — that’s a required task. Join the GVWS giveaway while there’s still time! #gvws#summerdefi

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Crypto News & Web3 Events | TON Ecosystem

@tonevents_en · Post #1708 · 07/30/2025, 06:04 PM

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🏖Summer DeFi on the GVWS platform Summer DeFi is exactly the kind of event where you can earn money while lying in a hammock and sipping lemonade. The biggest DeFi marathon of the year on TON with a prize fund of $50,000 and guaranteed (so far) winnings from five key projects. 🎁GVWS SocialFi 😇EVAA Protocol 💎Syde Protocol 🏳️FIVA Protocol 🆙Upscale 💵Prizes: 🟢5M EVAA XP 🟢341.5K Syde Karma Points 🟢100k FIVA XP 🟢$30K Deposit Upscale Earn money while chilling! #EVAA#Upscale#SyDeFi#FIVA#GVWS#DeFi#web3

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