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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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Addis Standard

@addisstandardeng · Post #21504 · 02/23/2026, 03:15 PM

News: #South_Sudan pushes #Egypt, Sudan to join Nile water sharing accord South Sudan has called on Egypt and #Sudan to join the Cooperative Framework Agreement (#CFA), a treaty aimed at ensuring equitable and sustainable use of the #Nile River waters. According to South Sudan-based outlet Sudan Post, South Sudan’s Minister of Water Resources and Irrigation, James Mawich Makuach, made the appeal during celebrations marking Nile Day in Juba on Sunday. He urged Egypt, Sudan, the Democratic Republic of the #Congo and #Kenya to become part of the accord, describing it as a pathway toward inclusive regional cooperation over the world’s longest river. Egypt’s Minister of Water Resources and Irrigation, Hani Sewilam, reiterated #Cairo’s position during an extraordinary meeting of the Nile Council of Ministers (Nile-COM) held in Juba on 20 February 2026, according to Daily News Egypt. He cautioned against unilateral measures in the Nile Basin and stressed that.... Read more: https://addisstandard.com/?p=55325