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公式動画＆関連する動画 [From MVP to Global Scale: Building Performant AI Applications on MongoDB Atlas]
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In this session, discover how MongoDB Atlas empowers your application’s growth journey from inception to a globally-scaled AI-powered service while implementing best practices to design, optimize, monitor, and scale your vector search applications. Unlock the flexibility to grow your database in tandem with your application’s success, ensuring seamless expansion from a simple app to a sophisticated AI platform.
00:00:00 Introduction to Building Performant AI Apps
00:01:27 Rapid Prototyping with AI Coding Tools
00:02:27 Moving to Production: The Flex Tier Advantage
00:03:36 Handling Schema Changes with Document Databases
00:05:02 Scaling to Dedicated Clusters
00:06:15 Reactive vs. Predictive Autoscaling
00:08:24 Optimizing Database Performance
00:09:30 Monitoring with Query Insights
00:11:07 Using the Performance Advisor for Indexes
00:12:56 Vector Search & Quantization Strategies
00:15:12 Search Nodes for Dedicated Vector Resources
00:16:24 What's New in MongoDB 8.0 Benchmarks
00:17:48 Conclusion and Resources
Visit Mongodb.com → https://mdb.link/MongoDB
Read the MongoDB Blog → https://mdb.link/Blog
Read the Developer Blog → https://mdb.link/developerblog
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