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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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Venture Village Wall 🦄

@venturevillagewall · Post #3839 · 01/10/2025, 04:00 PM

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Crypto Industry Echoes Dotcom Boom 🔍 A new report from BloFin indicates that the crypto market mirrors the dotcom boom's phase in the US. Increased liquidity is observed, with monetary conditions easing, hinting at a potential altcoin season. Experts believe Bitcoin and Ethereum may lead market movements based on liquidity trends and general economic conditions. For an in-depth analysis, click here. Furthermore, recent volatility shows cryptocurrency's risks due to inflation concerns tied to potential political changes in the US. Two scenarios are examined: bullish expectations from liquidity influx versus bearish forecasts stemming from inflationary risks and market overexcitement. A detailed breakdown is available in the full analysis. Also, CryptoQuant signals a 'buy on dip' for Bitcoin as large investors increase purchases. Learn more about the latest developments here. #Crypto#Bitcoin#Altcoins#Liquidity#MarketTrends#DotcomBoom#Investments#EconomicGrowth#Inflation#PoliticalRisk#QuantAnalysis#InvestmentStrategies#USMarkets#DigitalAssets#Volatility#AI#VC

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#crypto #bitcoin #altcoins #liquidity #markettrends #dotcomboom #investments #economicgrowth #inflation #politicalrisk #quantanalysis #investmentstrategies #usmarkets #digitalassets #volatility #ai #vc