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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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@premium_trading_crypto_signals · Post #3256 · 03/26/2024, 11:55 AM

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#GAL price is forming a wedge pattern. Its upward trend has slowed down and if the price can break the pattern downwards, it can dump up to $4.4. @Altcoin_Charts

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@signal_bitcoins · Post #2713 · 02/08/2024, 04:36 PM

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#GAL price is too close to the supply zone on 3D Time frame,we expect a good correction from this area 📉 ❄️@signals_bitcoin_crypto❄️ ❄️@Shadow_support0o❄️

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