#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
#The_Economist🇬🇧📕[PDF]⬇️
15 #November2025
#Weekly_Magazines
For learning, for free(dom).
@backupofmagazines
This week’s Economist tracks how an emerging #AIBubble, volatile #Markets, and shifting #Geopolitics could reshape 2026. From Taiwan’s hidden economic risks to Mexico’s security crisis and Europe’s democratic strain, global fault lines widen. China faces birth-rate pressures and reputational challenges, while the U.S. wrestles with #Trumpforce, homeschooling, and e-bike parenting. Business pages explore #Chatbots, HR’s rise, and America’s “seven deadly sins.” Finance dives into “recession-recession” fears and personal-finance defence. Science highlights #AI superforecasting and whales’ vowel systems. A dense but essential issue for anyone tracking #Tech, #Policy, and global stability.
#The_Bloomberg🇺🇸📕[PDF]⬇️
#November2025
#Monthly_Magazines
For learning, for free(dom).
@backupofmagazines
This issue pits #GavinNewsom against a shifting #USPolitics map while probing the supposed #AIBubble, from frothy valuations to real-world productivity. A climate-forensics read asks whether #CloudSeeding worsened Dubai’s deadly storm—at the nexus of #ExtremeWeather and #ClimateChange. The geo-economics file tracks India’s wobbling investments, China’s expanding #Ports, and weaponized #SupplyChains. For investors, the issue weighs #ETFs, #401k tweaks, #BigTech concentration risk, and hedges in #Europe and #Gold. Lifestyle detours sample Utah powder and the dive-bar revival. It’s a brisk tour of power, money, and culture in a volatile world. #Markets#Investing#Energy#MiddleEast#Africa#Healthcare#Birkenstocks