#jupyter_notebook#ai#llm#llms#multi_modal#openai#python#rag
Retrieval-Augmented Generation (RAG) is a technique that helps improve the accuracy of large language models by fetching relevant information from databases or documents. This approach ensures that the model's responses are based on up-to-date and accurate data, reducing errors and "hallucinations" where the model might provide false information. For users, RAG offers more reliable and trustworthy responses, allowing them to verify the sources used to generate those responses. This method also saves resources by avoiding the need to retrain models with new data.
https://github.com/FareedKhan-dev/all-rag-techniques
Самый дорогой экспонат Белградского автосалона – Aston Martin Vanquish Volante
Этот роскошный кабриолет ярко-синего цвета является одной из главных звезд выставки, впервые официально представляя бренд Aston Martin на Белградской ярмарке.
Двигатель: 5,2-литра битурбо V12.
Мощность: 835 л. с.
Разгон до 100 км/ч: 3,4 секунды.
Максимальная скорость: 345 км/ч.
Пока мир переходит на электрокары, Aston Martin привозит на автошоу в Сербию бензиновое безумие с мотором V12. 💰 Цена вопроса: 500 000€
#AstonMartin#Vanquish#Белград#Сербия
@NewsSerbia
🚗✨ Introducing the new Aston Martin Vanquish with a powerful V12! 🌟
🔧 Equipped with a twin-turbo engine delivering an impressive 835 hp and 1000 Nm of torque (just edging out the Ferrari 12Cilindri at 830 hp)! 💪
⚡️ Accelerating from 0 to 60 mph (96 km/h) in just 3.2 seconds, this flagship beauty boasts a top speed of 344 km/h! 🏁
🛠️ The Vanquish features a brand new body with a 75% increase in stiffness compared to the DBS. It comes with carbon-ceramic brakes and cutting-edge Bilstein DTX adaptive dampers for an unparalleled driving experience! 🚀
📅 Deliveries of this grand tourer will begin in Q4, with a starting price of $420,000. 💰
#AstonMartin#Vanquish#V12#LuxuryCars#Performance#CarEnthusiasts#Supercar#DrivingExperience#Auto
🚗✨For Sale: Aston Martin Vanquish!✨🚗
This stunning grand tourer isn't just any car; it was featured in a promotional photoshoot for the James Bond film "Die Another Day" starring Pierce Brosnan! 🌟
🔹Power: 460 HP
🔹Mileage: Over 60,000 km
🔹Price: Up to $100,000
Don't miss your chance to own a piece of cinematic history! 🎬💎
#AstonMartin#Vanquish#JamesBond#DieAnotherDay#LuxuryCars#CarForSale#BondCar#DreamCar#Auto