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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 M - Crypto News

@CryptoM · Post #64614 · 04/09/2026, 11:01 AM

🚀 Binance to Launch RateX Trading Competition with Token Rewards According to the announcement from Binance, the platform is set to introduce the RateX Trading Competition on Binance Alpha. This event will take place over two distinct promotion periods, offering participants the opportunity to earn exclusive token rewards. The first promotion period is scheduled from 2026-04-09 13:00 (UTC) to 2026-04-16 13:00 (UTC), followed by the second from 2026-04-16 13:00 (UTC) to 2026-04-23 13:00 (UTC). Participants will be ranked based on their total purchase volume of RateX (RTX) tokens during each period. The top 2,040 users in each period will share a pool of 61,200 RTX tokens, with each eligible participant receiving 30 RTX tokens. Participation in the competition requires trading through Binance Wallet (Keyless) or Binance Alpha, as third-party dApp transactions are excluded. Only cumulative purchases will count, with no volume caps imposed on participants. However, token bridging transactions are not eligible. Notably, trading volume from Alpha-to-Alpha token pairs will not contribute to Alpha Points or competition rankings, effective from 2025-06-17 00:00 (UTC). Rewards will be distributed in RTX tokens and must be claimed by eligible users before 2026-05-07 13:00:00 (UTC). Unclaimed rewards within 14 days will be forfeited. To participate, users must click 'Join' on the Binance App event page, ensuring their trading volume is counted. The latest version of the Binance App and a backed-up Binance Wallet (Keyless) are required. Rankings will be calculated automatically post-promotion, and winners can claim rewards via their Binance Alpha accounts or Binance Wallet (Keyless). Binance reserves the right to amend the terms of the competition at its discretion. #Binance#RateX#TradingCompetition#TokenRewards#CryptoEvent#BinanceAlpha#RTX#TokenDistribution#BinanceWallet#TradingVolume#CryptoPromotion#TokenBridging#CompetitionRanking#AlphaPoints#BinanceApp#Keyless