챗봇

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

검색 강화 생성(RAG): 챗봇과 엔터프라이즈 애플리케이션에서의 검색 기반 AI 혁명

RAG는 Retrieval-Augmented Generation(검색 기반 생성)의 약자로, 대형 언어 모델과 검색 엔진 또는 데이터베이스를 결합하여 외부 지식을 가져와 근거 있고 최신의 답변을 제공하는 하이브리드 AI 접근 방식입니다. 2025년, RAG는 지능형 챗봇, 엔터프라이즈 어시스턴트, 기타 상황 인식 애플리케이션을 구동하는 현대 AI의 전략적 필수 요소로
10월 11, 2025

Technology News

  • Serverless Computing Market (2025-2035): Size, Growth, and Regional Outlook
    October 11, 2025, 11:44 PM EDT. Global overview: The serverless computing market is forecast to grow from USD 28.0 billion in 2025 to USD 92.6 billion by 2035, delivering a CAGR of 12.7%. Growth is driven by rapid adoption of Function-as-a-Service (FaaS) and event-driven architectures across BFSI, IT/telecom, and healthcare. In 2025–2030, the market climbs to about USD 51.8 billion, adding USD 23.8 billion (roughly 37% of total growth) as enterprises accelerate digital transformation and cloud migration. The 2030–2035 window accelerates further toward backend-as-a-service integration and broader cloud-management compatibility, expanding value across regions. Leading regions: Asia Pacific, North America, Europe. Key players include Amazon Web Services, Microsoft, Google, IBM, Oracle, Alibaba Cloud. The trend signals enduring demand and enterprise-scale adoption across multiple application segments.
  • UCF Research Computing Symposium Showcases Advances in HPC, AI, Quantum Computing, and Digital Twins
    October 11, 2025, 11:42 PM EDT. At the second annual UCF Research Computing Symposium, the Office of Research Cyberinfrastructure united scholars, students, and industry leaders to explore computing frontiers. With 85 attendees and 27 student posters, the event spotlighted HPC, AI/ML, quantum computing, cloud computing, and digital twins as drivers of digital transformation. Opening remarks by Winston Schoenfeld framed a collaborative research ecosystem across disciplines. The keynote by Nasir Wasim of DDN offered a provocative vision of the Agentic AI Revolution reshaping work and learning, while NVIDIA partner Andy Lin demonstrated Omniverse’s power for building digital twins. The 27 student posters covered diverse topics from hospitality to physics, judged by a panel including DDN, NVIDIA, and faculty. Leaders emphasized collaboration and practical impact across research and industry.
  • ZenaTech (ZENA) Valuation in Focus After Quantum Computing Hardware Announcement
    October 11, 2025, 11:41 PM EDT. ZenaTech (ZENA) is turning heads after unveiling its plan to build quantum computing hardware to power AI-enabled drones for defense and commercial use. The move places quantum tech at the center of rapid data processing shifts. The stock has surged, with a 1-year total shareholder return of 142% and a 1-month gain of 28%, signaling renewed momentum. Yet the market trades at a negative P/B ratio of -14.4x, driven by negative equity from ongoing losses and dilutions. Industry peers average around 4.1x P/B, highlighting ZenaTech as an outlier. With little revenue and persistent unprofitability, the valuation carries notable risks. The article includes a valuation breakdown and discusses key risks to help determine whether value remains to be unlocked.
  • Quantum Computing Inc. QUBT Stock: Reactions to a $750M Private Placement
    October 11, 2025, 11:40 PM EDT. Quantum Computing Inc. (QUBT) is in the spotlight after a $750 million oversubscribed private placement, triggering debate on capital deployment, stock volatility, and the company’s 2028 quantum hardware expansion plans. The discussion ranges from optimism about a potential quantum/AI equity rotation to caution over insider selling, revenue misses, and execution risk. Despite a 200% rally in six months, skeptics point to high valuation and the need for tangible milestones. Hedge funds and major institutions have boosted positions, underscoring institutional interest, while insiders’ activity raises questions about future capital allocation. Overall, sentiment remains polarized as QUBT navigates funding, growth ambitions, and a demanding market backdrop.
  • DJI Osmo Pocket 4 rumored with slimmer frame, dual cameras, lighter weight
    October 11, 2025, 11:39 PM EDT. Rumors suggest the DJI Osmo Pocket 4 narrows the footprint vs the Osmo Pocket 3—about 3.5 mm thinner, 4 mm narrower, and 5 mm taller—while slicing weight by about 35% to around 116 g. The device is also tipped to feature two cameras while preserving the rotating viewfinder. One lens is expected to use the OV50R40 sensor from OmniVision, announced earlier this month. As with typical DJI leaks, official details are scarce, and more information is likely in the coming weeks.