#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
📜 The word "rape" has a complex and shifting history. Originally, it meant “to seize by force” — as in property or land. By the 1400s, it began to take on its modern meaning of sexual violence.
Recent political attempts to create categories like "forcible rape" have been widely criticized for minimizing survivors' experiences. Language matters — especially when it comes to defining violence and consent.
[Read more for more meanings]
@googlefactss#LanguageHistory#Etymology#Rape#Consent#SocialJustice#LanguageMatters
🚀 AI TRENDS | Laura Estefania Discusses AI Agents' Potential to Coordinate Human Labor
Laura Estefania has proposed that AI agents could evolve from merely automating tasks to coordinating human labor by utilizing services that enable bots to hire individuals for physical work. According to NS3.AI, Estefania suggests that cryptocurrency could serve as the payment and coordination layer for this model. However, she emphasizes the necessity of incorporating transparency, fair compensation, accountability, and consent into the system to ensure ethical practices.
#AI#AIagents#humanlabor#automation#cryptocurrency#NS3AI#ethics#transparency#faircompensation#accountability#consent#technologytrends