Production RAG: what I learned from processing 5M+ documents

Discovering over 50 essential Windows keyboard shortcuts can significantly enhance your productivity. These shortcuts are not just time-savers; they empower users to navigate their tasks more efficiently, making everyday computing smoother and more enjoyable. Knowing these shortcuts can transform how you work, allowing you to focus on what truly matters.

Kohler has introduced the Dekoda, a $600 camera designed specifically for toilets, marking a unique intersection of technology and home improvement. This innovative product aims to enhance bathroom experiences by providing users with a new level of convenience and functionality. As smart home devices continue to gain popularity, the Dekoda stands out as a quirky yet practical addition, appealing to those looking to modernize their living spaces.

The discussion around whether Microsoft should replace Satya Nadella with an AI CEO has sparked significant debate. This topic is important as it raises questions about the future of leadership in technology companies and the role of artificial intelligence in decision-making. As AI continues to evolve, the implications for corporate governance and innovation are profound, making this conversation relevant for both industry insiders and the general public.

Europe is striving to establish its own sovereign AI, but there's significant debate over what that actually entails. This discussion is crucial as it shapes the continent's technological future and its stance in the global AI landscape.

A recent discussion highlights how the integration of AI in stadiums has led to a worse experience for fans. While technology aims to enhance convenience, many attendees report feeling overwhelmed and dissatisfied with the changes. This matters because it raises questions about the balance between innovation and user experience, prompting a reevaluation of how technology is implemented in public spaces.

The Samsung Galaxy S25 FE has been reviewed, highlighting its iterative design that may not excite fans looking for groundbreaking features. While it offers solid performance and familiar design elements, the lack of significant innovation raises questions about its appeal in a competitive market. This matters because consumers are increasingly seeking unique offerings, and Samsung's approach may influence their purchasing decisions.

The TechRadar Choice Awards 2025 have announced their winners, showcasing the best technology of the past year as chosen by both readers and judges. This recognition highlights the innovations that have made a significant impact on consumers and the tech industry, celebrating advancements that enhance our daily lives. It's an exciting time for tech enthusiasts as they discover the standout products and trends that shaped the year.

If you're still using an old Windows 10 PC, it might be time for an upgrade. The latest computers offer improved performance, better security features, and enhanced user experiences that can make your daily tasks easier and more enjoyable. With advancements in technology, these new models not only run faster but also come equipped with modern designs and functionalities that cater to today's needs. Investing in a new computer can significantly boost your productivity and keep you up-to-date with the latest software and applications.

A new wave of European defense tech startups is emerging as the continent seeks to reduce its reliance on the US military. This shift not only fosters innovation but also enhances security within Europe, making it an exciting time for the defense industry. These startups are developing cutting-edge technologies that could reshape the future of defense and security in the region.

Lifeline Ventures has successfully raised €400 million, marking a significant milestone as it establishes Finland's largest fund dedicated to investing in European technology startups. This move is crucial as it not only strengthens the startup ecosystem in Finland but also highlights Lifeline's impressive history of spotting potential unicorns, which could lead to substantial economic growth and innovation in the region.

YETI has just unveiled its smallest product yet, designed to offer expedition-grade protection in a compact form that fits in your hand. This innovation is significant because it showcases YETI's commitment to quality and durability, ensuring that even the smallest items can withstand tough outdoor conditions. This could change how outdoor enthusiasts think about gear, making it easier to carry essential protection without sacrificing space.

Visa-backed fintech Moniepoint has successfully raised an additional $90 million, bringing its total funding to $200 million. This significant investment will help the startup accelerate its expansion across Africa, highlighting the growing interest and potential in the African fintech landscape. As digital financial services continue to evolve, Moniepoint's progress is a promising sign for innovation and economic growth in the region.

A recent study reveals that around 60,000 children have successfully avoided developing peanut allergies thanks to guidelines issued in 2015. This significant finding highlights the impact of early dietary exposure to peanuts, which can help prevent allergies. The research underscores the importance of following expert recommendations for introducing allergenic foods to infants, ultimately improving children's health outcomes and reducing the prevalence of peanut allergies.

Forrest Li, the founder of Sea Ltd., has shared an ambitious vision with his employees, suggesting that the company could achieve a market capitalization of $1 trillion, a tenfold increase. This optimism is fueled by the growing trend of integrating artificial intelligence into business strategies, positioning Sea Ltd. as a leader in the Southeast Asian e-commerce sector. This potential growth not only highlights the company's innovative approach but also reflects the broader tech industry's shift towards AI, making it a significant development for investors and the market.