超越向量搜索：借助 AWS Bedrock 构建超弹性 GenAI 应用（由 YugabyteDB 赞助）.pdf

1、 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Karthik RanganathanCo-Founder and Co-CEO,YugabyteDBBeyond Vector Search:Ultra-Resilient GenAIApps

2、with AWS BedrockD A T 2 0 2-S 2025 All Rights ReservedSimplifying and Accelerating AI Workloads with Distributed SQL and AWS BedrockKarthik RanganathanCo-Founder and Co-CEO,YugabyteDB 2025 All Rights ReservedAI disrupts software,will lead to explosion of applications4Source:https:/ are here now 2025

3、 All Rights ReservedAI workloads*already*driving significant engineering work5Source:Yugabyte and Gatepoint Research,Oct.202578%of organizations now use AI in 2025-McKinsey&Company42%enterprises adding AI to legacyapps to modernize them -Red Hat35%enterprises will implement AI digital workers by the

4、 end of 2025-SofturaRAG Applications:44.7%CAGR from 2024 to 2030 -Next Gen Cloud$107 billion invested into AI startups in 2025,up 28%year-over-year-Founders Forum Group 2025 All Rights Reserved6Expectation from AI:Lofty Vision 2025 All Rights Reserved7Reality of AI:Nowhere Close!2025 All Rights Rese

5、rvedJust beginning its exponential growthAccelerating beyond our imagination8 Cant imagine exponentialgrowth.Tuned for linear growth.Overestimate short term and Underestimate long termAIHumanHow to build something we cannot yet imagine?2025 All Rights ReservedRapidly and constantly iterate to succes

6、s.The core software principle to change:build to lastdesign for change9 2025 All Rights ReservedRapidly evolving AI Tech StackOpen standards and simplicity over purpose built101Iterating to success with AI brings significant challengesDistributed SQL Summit-Atlanta 20252025 All Right ReservedLeverag