#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
#EOS/USDT analysis :
#EOS has broken out and is currently testing a previously respected resistance zone. The price is expected to test this level and rebound from there, indicating potential upward movement toward previous highs.
TF : 2H
Entry : $0.8980
Target : $1.0600
SL : $0.8470
#EOS/USDT analysis :
#EOS is currently undergoing a correction phase. The price is trading within the resistance zone and is expected to decline from this level, continuing its bearish momentum and testing previous swing lows.
TF : 1h
Entry : $0.4247
Target : $0.4007
SL : $0.4398
#EOS/USDT analysis :
#EOS is currently undergoing a correction phase within a downtrend. It is expected to test the previous resistance zone before continuing the trend. Wait for the price to test the resistance zone and reject from there before considering opening a short position.
TF : 4h
Entry : $0.5000
Target : $0.4380
SL : $0.5291
#EOS/USDT analysis -
#EOS is making lower lows and higher highs, while facing resistance from the 200 EMA. Right now, the price is in a correction phase. It is advisable to wait for the price to reach the $0.610 level and then bounce back down to go short. Keep an eye on the previous swing lows as it could be potential target level.
TF : 1h
Entry : $0.598
Target : $0.538
SL : $0.638