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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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@cookingdish · Post #1021 · 11/21/2025, 02:05 PM

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Crispy Beef Tacos 🌮🔥 Easy, flavour-packed dinner! #beeftacos#foodtok#tacos#dinnerideas#easyrecipe Ingredients: * 350g minced beef * 1 large onion * 2 peppers * 1 pack tortilla wraps * 1 tsp salt * 1 tsp pepper * 1 tsp cumin * 1 tsp Cajun * 1 tsp oregano * 1 1/2 tsp garlic powder * 1 tsp smoked paprika * Tomato & garlic herb sauce * Olive oil * Water * Lettuce * Cherry tomatoes * Cucumber * Mayonnaise * Mozzarella cheese Method: 1. Sauté chopped onion and peppers in a little olive oil. 2. Add minced beef and cook until browned. 3. Season with salt, pepper, cumin, Cajun, oregano, garlic powder, and smoked paprika. 4. Add a splash of water + tomato & garlic herb sauce. Simmer until thickened. 5. Spoon the beef onto tortilla wraps, add mozzarella, fold, and lightly brush with oil. 6. Pan-fry or air fry until crispy and golden. 7. Serve with lettuce, cherry tomatoes, cucumber, and a drizzle of mayo. Enjoy your crispy, cheesy tacos! 😍🌮🔥 #dinner @dishes

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