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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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Interesting Planet 🌍

@interesting_planet_facts · Post #1338 · 03/12/2026, 12:11 PM

🌎 On the island of Märket in the Baltic Sea, the Finland-Sweden border cuts through a tiny lighthouse. The border was shifted in 1985 so both nations could share the landmark, creating a zigzag international line only 500 meters long. ✨ #borders⚡#geography⚡#lighthouse 👉subscribe Interesting Planet 👉more Channels ​

Interesting Planet 🌍

@interesting_planet_facts · Post #1095 · 12/03/2025, 12:11 PM

🌎 The Flannan Isles Lighthouse mystery remains unsolved: in December 1900, three lighthouse keepers disappeared from a remote Scottish island. No bodies or clues to their fate were found, and weather records suggest a sudden storm struck the area. The lighthouse was left locked, with meals untouched and logs stopping abruptly on December 15. ✨ #mystery⚡#lighthouse⚡#Scotland 👉subscribe Interesting Planet 👉more Channels ​