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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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ETHIOPIA 🇪🇹 | የኢትዮጵያ ድምጽ

@ethiopia · Post #85 · 07/30/2025, 06:08 AM

🚀ETHIOPIA GOES DIGITAL: ADDIS ABABA LAUNCHES SCOOTER SHARING! ኢትዮጵያ ወደ ዲጂታል ይሄዳል፡ አዲስ አበባ የስኪቴር ማጋራት ጀምራለች! 💫ADDIS BIKE - THE FUTURE IS HERE: • First electric scooter sharing in Horn of Africa! 🌍 • Digital registration through Ethiopian national ID • Bole Avenue route: Meskel Square → Airport 🛩️ • Speed limit: 20 km/h for safety • Cost: 5 birr/minute, 300 birr/hour ($2 USD) 🎯YOUTH REVOLUTION: Ethiopian millennials are embracing smart mobility! From ancient coffee ceremonies to modern app-based transport - this is how traditions meet innovation! 🚴‍♀️INFRASTRUCTURE READY: Dedicated bike lanes, proper equipment, safety first approach - Addis Ababa is building smart city infrastructure! 💻ETHIOPIA'S TECH BOOM: • IceAddis - leading tech hub and startup incubator • Growing fintech sector with mobile banking solutions • Government digitalization initiatives • Young developers creating apps for African market • 5G network rollout in major cities 🌐DIGITAL TRANSFORMATION: From traditional markets to digital payments - Ethiopia is building Africa's Silicon Valley in the heart of the continent! ✨SYMBOLIC MOMENT: From Lucy's first steps 3.2 million years ago to electric scooters today - Ethiopia continues to lead human mobility evolution in Africa! 🇪🇹 #EthiopiaDigital#AddisAbaba#SmartMobility#AfricaTech#ኢትዮጵያ🛴⚡📱