#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
Putting feelings into words can help your brain process them. Saying “I feel angry,” “I feel hungry,” or “I feel love” lowers activity in the amygdala, which reacts strongly to emotions. At the same time, the right ventrolateral prefrontal cortex becomes more active. These brain areas work together, helping the brain manage all types of feelings more clearly.
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#BrainFacts#Emotions#AffectLabeling#Neuroscience#MentalHealth
Scientists studied how well people can judge personality traits such as extraversion, intelligence, and empathy. They used short videos, muted videos, and photos to see how much information helps. Participants were also tested on their ability to recognize emotions. The results showed that people who are better at recognizing emotions are also better at judging personality accurately. In this study, women were generally more accurate than men.
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#PsychologyFacts#Personality#EmotionRecognition#SocialScience#BrainFacts