#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
🌎 Buried in China’s Sanxingdui site, enormous bronze masks with exaggerated features were uncovered in 1986. Dating back over 3,000 years, these artifacts don’t resemble any known Chinese culture. Archaeologists found more than 1,000 unique objects, including human statues and jade blades, in sacrificial pits at the site. ✨
#archaeology⚡#mystery⚡#bronze
👉subscribe Interesting Planet
🇷🇺🇮🇹 Les deux skieurs Varvara Vorontchikhina et Alexeï Bougaïev décrochent le bronze en descente aux Jeux paralympiques de 2026 en Italie.
#russie#sport#italie#bronze
🇷🇺🇮🇹 Le skieur alpin russe Alexeï Bougaïev a remporté la médaille de bronze dans l'épreuve de descente aux Jeux paralympiques en Italie.
Le Russe a réalisé un temps de 1 minute 18,94 secondes. Le Suisse Robin Cuche a pris la première place en 1 minute 17,79 secondes, devant le Français Arthur Bauchet, deuxième en 1 minute 18,40 secondes.
#handisport#ski#russie#bronze
🇷🇺🇮🇹 La skieuse alpine russe Varvara Vorontchikhina a décroché la médaille de bronze dans l'épreuve de descente aux Jeux paralympiques en Italie.
La Russe a réalisé un temps de 1 munite 24,47 secondes. La Suédoise Ebba Aarsjoe a remporté la course en 1 minute 22 secondes, devant la Française Aurélie Richard, deuxième en 1 minute 23,71 secondes.
#handisport#ski#russie#bronze