#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
Kraken has officially stated that they have no intentions of delisting #USDT🟢 in Europe and will continue to offer the stablecoin to its users in compliance with upcoming regulations. They are committed to providing all relevant stablecoins to their European 🇪🇺customer base.☄️🌐
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⚡️Taiko Thanks Vitalik Buterin Amid Layer 2 Launch On Ethereum Mainnet
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