#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
#LRC/USDT analysis :
#LRC has retraced to the previous resistance zone, which is now acting as support for the price. From this level, bullish momentum is expected, with the previous swing high serving as the target level for upward movement.
TF : 1D
Entry : $0.1700
Target : $0.3338
SL : $0.1300
#LRC/USDT analysis -
#LRC is currently experiencing a downtrend and is trading below the 200-day Exponential Moving Average (EMA). The price is undergoing a pullback and is anticipated to test the resistance zone close to the 200 EMA shortly before potentially declining further to retest the previous lows.
TF : 4h
Entry : $0.1890
Target : $0.1601
SL : $0.1994
#LRC has a symmetrical triangle pattern on Daily time frame,in the case of breakup we will see another huge pump again 🚀
❄️@signals_bitcoin_crypto❄️
❄️@Shadow_support0o❄️
#LRC bounced back from the Demand zone also touched the curve on Weekly time frame,we need a bullish momentum to breakup this pattern 🚀
❄️@signals_bitcoin_crypto❄️
❄️@Shadow_support0o❄️