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Learn to build Generative AI agents that operate fully offline using the AWS Strands Agents SDK in this 44-minute conference talk from AWS re:Invent 2025. Discover how to deploy lightweight local models with Ollama and integrate custom tools for remote manufacturing, field operations, and data sovereignty scenarios. Explore deployment patterns for edge-based AI agents that can seamlessly scale to leverage cloud capabilities, transitioning to powerful models like Claude on Amazon Bedrock when connectivity becomes available. Master practical techniques for combining local processing with cloud AI to create resilient, location-independent solutions that maintain functionality regardless of network availability. Gain insights into architecting hybrid AI systems that balance offline autonomy with cloud-scale intelligence for enterprise applications requiring both reliability and performance.
