#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 boundary where the Earth's solid land meets the sea—called the coastline—is constantly changing. Waves, tides, and storms reshape these edges every day, making coastlines dynamic and ever-shifting. ✨
#geography⚡#coastlines⚡#change⚡#nature⚡#earth
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🌍 Satellite data show that global sea levels are now rising about 3.4 millimeters per year, speeding up since the 1990s and threatening low-lying coasts with accelerated erosion. ✨
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🌍 Melting permafrost in Arctic regions is releasing ancient greenhouse gases like methane, accelerating climate change and threatening traditional ways of life for local communities. ✨
#permafrost⚡#climate⚡#change⚡#methane⚡#geography⚡#nature⚡#earth
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🌍 Desertification, the spread of deserts into once-fertile land, now threatens over a third of Earth’s land surface, endangering food security for millions worldwide. ✨
#desertification⚡#climate⚡#change⚡#land⚡#geography⚡#nature⚡#earth
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New Book Explores Optimism in AI Future
Reid Hoffman, co-founder of LinkedIn, releases his book *Superagency: what could go right with AI future*. Unlike dystopian views, Hoffman emphasizes a proactive approach to building a positive future with AI. He discusses the evolution of technology's role in society, the importance of agency in the face of AI, and the need for updates in social contracts. The book reflects on history, addressing both fears and potential benefits AI can bring. Full details available here.
#AI#Tech#ReidHoffman#Future#Blockchain#Metaverse#Innovation#Autonomy#SocialChange#Privacy#Agency#Technology#Data#LLM#Community#Change#Trends
Need of Organization 😂
#camurshid#ca#icap#ca_murshid#castudents#camemes#icaistudents#charteredaccountant#charteredaccountancy#charteredaccountants#icaistudents#camemes#icaistudents#charteredaccountant#charteredaccountancy#charteredaccountants#icaistudents#camemes#icaistudents#charteredaccountant#charteredaccountancy#charteredaccountants#icaistudents#camemes #icaistudents#charteredaccountant #icaistudents #camemes#icaistudents #auditor#auditors#auditorslife#change#organization