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Source channel @githubtrending · Post #14993 · Jul 24

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#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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Addis Standard

@addisstandardeng · Post #21870 · 03/28/2026, 07:08 AM

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News: #UN warns escalating hostilities along #Sudan’s borders, including with #Ethiopia, threaten civilians and disrupt aid operations Escalating hostilities along Sudan’s borders, including with Ethiopia, are endangering civilians and disrupting humanitarian operations, the United Nations has warned. According to a report by Xinhua, citing the UN Office for the Coordination of Humanitarian Affairs (#OCHA), recent clashes near Sudan’s frontiers with Ethiopia and #Chad have resulted in civilian casualties and forced displacement. In #Blue_Nile State, violence near the Ethiopian border has restricted access to key regions including #Kurmuk, #Sali, and #Dindraw, south of the state capital, #Ed_Damazine. Civilians have reportedly fled toward Ed Damazine and across the border into Ethiopia in search of safety. Sudanese officials have accused Ethiopia of facilitating operations by the paramilitary Rapid Support Forces (#RSF) and allied groups—an allegation....... Read more: https://addisstandard.com/?p=56160

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