Kurumsal Uygulamalar

Retrieval-Augmented Generation (RAG): The Search‑Enhanced AI Revolution in Chatbots and Enterprise Applications

Arama Destekli Üretim (RAG): Sohbet Botları ve Kurumsal Uygulamalarda Arama ile Güçlendirilmiş Yapay Zeka Devrimi

RAG, Retrieval-Augmented Generation’ın kısaltmasıdır; büyük bir dil modelini bir arama motoru veya veritabanı ile birleştirerek dış bilgileri çekip temellendirilmiş, güncel yanıtlar üreten hibrit bir yapay zeka yaklaşımıdır. 2025 yılında RAG, modern yapay zeka için stratejik bir zorunluluk olarak ortaya çıkmış, akıllı sohbet
Ekim 11, 2025

Technology News

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    December 7, 2025, 12:40 PM EST. DJI warns that automatic bans on new US sales could start if the required security audit under the National Defense Authorization Act (NDAA) is not completed by the December 23 deadline. The company has again urged lawmakers to act and even proposed using American-made third-party apps for flight, citing options such as DroneDeploy and DroneLink. DJI notes that flight logs can be managed with Local Data Mode, and that syncing to DJI servers is optional. In a December 1 letter, DJI's Head of Global Policy pressed agencies including the FBI and CISA, arguing the audit should begin and pointing to other security audits. The article underscores ongoing concerns about data access under Chinese law and the national security implications for the US drone ecosystem.
  • Asia's Largest Satellite Manufacturing Hub in China Nears Operation
    December 7, 2025, 12:38 PM EST. China is nearing the launch of Asia's largest satellite manufacturing hub, a development expected to boost the region's space industry and domestic satellite production capabilities. The facility, designed to serve multiple markets including communications, remote sensing, and defense applications, signals a strategic push to strengthen the aerospace supply chain and reduce reliance on foreign suppliers. Once fully operational, the hub could attract domestic and international clients, spur job creation, and accelerate China's plans to expand its operational capacity in satellite design, testing, and integration. The project underscores Asia's growing role in the global satellite economy and the broader push toward autonomous space infrastructure.
  • I tested the Antigravity A1 360-degree drone - a pricey DJI rival with built-in 360 cam
    December 7, 2025, 12:26 PM EST. TechRadar review: The Antigravity A1 is a 360-degree camera drone under 250 g that combines a built-in 8K 360 camera with FPV goggles and a motion controller. It isn't a conventional FPV drone; you fly via head-tracked goggles and motion gestures, while the camera captures immersive footage from every angle. The product, from Insta360, aims to blend portability with high-end optics, but it comes at a premium. Three bundles are offered: Standard Bundle, Explorer Bundle and Infinity Bundle, priced at $1,599, $1,899 and $1,999 respectively (UK/AUS equivalents vary). It launched on December 4, 2025. Pros: unique perspective, built-in camera, immersive control. Cons: high price, limited traditional controls, potential obsolescence risk.
  • iPhone 17 Pro vs Oppo Find X9 Pro: Camera Showdown in Edinburgh
    December 7, 2025, 12:10 PM EST. An in-depth camera shootout between the iPhone 17 Pro and the Oppo Find X9 Pro reveals a nuanced balance of color, detail, and processing. The iPhone delivers natural rendering and a consistent performance, while the Oppo packs a triple rear camera system that can produce vibrant images with sharper wide shots and a highly capable 200-megapixel zoom. In a series of missions around Edinburgh, the Find X9 Pro showed warmer, more vivid colors and aggressive sharpening, at times oversaturating the sky. The iPhone's ultrawide can look cooler or magenta-leaning by comparison, and Oppo's images also rely on more aggressive noise reduction. Ultimately, Oppo's performance earns it praise (and a CNET Editors' Choice nod) for overall versatility, though color and texture decisions still come down to taste.
  • US VPN Guidance Sparks Debate: Safety, Surveillance, and Online Privacy
    December 7, 2025, 12:08 PM EST. Recent guidance from the US Cybersecurity and Infrastructure Security Agency (CISA) telling professionals not to rely on a personal VPN has reignited questions about whether online safety or surveillance is the real priority. The author notes that VPNs can shift risk from ISPs to providers and that many free or low-cost options have questionable privacy policies, while reputable services often undergo third-party audits. The piece argues that the guidance targets private use and could be used to justify greater monitoring, even as it acknowledges the risk of public Wi-Fi networks. The author supports protecting kids online but worries about the implication that the government's motive isn't safety alone. In short, the debate pits privacy against surveillance in a landscape where policy changes may shape how we defend data on the road, at work, and online.