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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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#python#deepseek#demo#easy#embedding#flask#gpt#huggingface_transformers#llm#mcp#multimodal#openai#qwen#rag#sentence_transformers#ui#vllm#vlm
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Coin Sonar

@CoinSonar · Post #244111 · 04/18/2026, 10:06 AM

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#BIGTIME | Volume spike (USDT PAIR) 52 times the average volume 129.37K USDT traded in 15 min └Buying vol: 79.14K USDT 🟢 Boost score: 4/10 24h Vol: 235.28K USDT (Binance) Price: 0.01455 (-2.9% in 24h)

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Coin Sonar

@CoinSonar · Post #243374 · 04/17/2026, 12:24 AM

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#BIGTIME | Volume spike (USDT PAIR) 53 times the average volume 130.13K USDT traded in 15 min └Buying vol: 73.60K USDT 🟢 Boost score: 3/10 24h Vol: 235.28K USDT (Binance) Price: 0.01405 (-2.9% in 24h)

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Pro Analysis

@proanalysistrader · Post #28055 · 10/22/2024, 03:51 PM

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#BIGTIME/USDT.P Analysis- After forming lower low price structure, price is going to break the day’s high. Once it will break the high then we can aim for 1:2 risk to reward ratio. T.F.- 1-Minute ENTRY- as soon as it gives breakout above 0.16751 SL- 0.16479 TARGET- 0.17285 Note: If the stop-loss is triggered before entry, disregard the trade as the price action may develop differently.

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TOP Signals Spot

@cryptocurreniesbtc · Post #22508 · 01/16/2024, 01:06 PM

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#BIGTIME/USDT (Futures LONG) 🐋 Entry - CMP 0.435 - 0.4 Stoploss - 0.38 Targets - 0.47 - 0.49 - 0.54 - 0.58 - 0.7 Cross X10 - X50

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