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Source channel @githubtrending · Post #14993 · Jul 24

#jupyter_notebook Retrieval Augmented Generation (RAG) helps large language models (LLMs) answer questions using up-to-date or private information by connecting them to external data sources, unlike fine-tuning which retrains the model on specific data. RAG is useful when you need current, dynamic information without costly retraining, making it ideal for tasks like customer support or knowledge management. Fine-tuning is better for deep expertise in a specialized field but requires more data and effort. Using RAG lets you get accurate, relevant answers quickly by combining the model’s language skills with fresh, specific data, improving usefulness and reliability. https://github.com/langchain-ai/rag-from-scratch

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Rosatom Global

@rosatom_global · Post #123 · 08/20/2025, 10:26 AM

🌟 Celebrating 80 Years of the Russian Nuclear Industry! 🌟 Today marks a historic milestone — the 80th anniversary of the Russian nuclear industry. It’s not just a story of technology and science, but of vision, resilience, and the determination to transform challenges into opportunities for the future. ⚛️ Breakthroughs that redefined possibility The Russian nuclear industry became a leader in the peaceful use of atomic energy. The world's first nuclear power plant in Obninsk was launched, created the first nuclear icebreaker and tokamak. 🚀 Rosatom today Today, the State Corporation "Rosatom" creates advanced technologies for a wide range of industries: today the state corporation not only builds nuclear power plants, providing clean energy to the country and the world, but also creates new materials — super-strong, environmentally friendly, helps develop the Arctic and the Northern Sea Route, develops nuclear medicine methods to defeat incurable diseases, advances quantum technologies to solve global human problems. 👨‍👩‍👧‍👦 A dream for the future Today, the nuclear industry has a big new dream — a long and healthy life for people through clean atomic energy, advanced nuclear medicine methods, new materials, and modern digital technologies. 🌍 We dream of a world where energy is limitless, life is healthier, and humanity thrives. And together, we will make this dream a reality. We are proud & happy! ✨ #NuclearEnergy#CleanPower#Innovation#SustainableFuture

Venture Village Wall 🦄

@venturevillagewall · Post #3646 · 12/21/2024, 10:24 AM

Accelergen Energy Raises $20M Accelergen Energy has secured $20 million in funding as of December 19, 2024. The firm focuses on delivering clean power assets characterized by robust and sustainable locational value through strategic investments, development, commercialization, and optimized operations. For more details, visit Accelergen Energy. #Accelergen#Energy#Funding#CleanPower#Investment#Sustainability#RenewableEnergy#Development#Commercialization#Operations#ClimateTech#GreenEnergy#Ecosystem#Infrastructure#PowerAssets#Technology#StrategicInvestment#CleanTech#EcoFriendly#LocationalValue