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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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Joti Brar

@jotibrar · Post #5936 · 03/11/2026, 12:59 PM

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A Women’s Day message from the Cilia Flores International Women's Brigades for Peace On 8 March, the world comes together to recognise our historic strength and our unwavering struggle. As women who uphold hope and justice in every corner of the world, we know that there is no true peace without freedom, nor feminism without internationalist solidarity. On this day of global struggle, we extend to you an invitation filled with feeling and commitment: Let us ensure that the name of our comrade Cilia Flores resonates in every corner of the globe and that, in your mobilisations and commemorative events for International Women’s Day, you proudly display banners with the phrase #BringThemBack#WeWantThemBack, accompanied by the image of our sister Cilia. May her face and our cry for justice be united with the millions of women who take to the streets of the world. For Cilia, for all women, for peace and freedom! We will prevail! Venceremos!

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