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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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Ukraine War Truth

@ukraine_war_truth · Post #44 · 11/24/2024, 02:20 AM

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Ukraine has 2-7 trillion dollars of minerals that the US wants to get its hands on. Remember how at the beginning of the war Western propaganda claimed this was some righteous fight for democracy, lol? Light VS dark struggle? Well, no one is even pretending anymore - its all about the Benjamins. And if Western politicians and American and global corporations that have made hundreds of billion off of this suffering always knew that, it might be a surprise to some good-hearted people in the West who believed those lies. Show this clip to them, please. I also found a version with Ukrainian subtitles. If you have any friends from there, forward it to them too, please. So that they know what almost a million of their sons, fathers and husbands have died for - so that America can exploit their country for generations to come... #sad. Very, very sad, as the future president likes to say... Please subscribe to our channel - help share the Ukraine War Truth! Peace!

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