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Consider the following systemdesign and optimization techniques: Architectural considerations : Multi-stage prompting – Use initial prompts for data retrieval, followed by specific prompts for summary generation. Two Lambda functions manage a seller’s summarization request: Synchronous Request Handler and Asynchronous Request Handler.
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He specializes in generative AI, artificial intelligence, machine learning, and systemdesign. Ragha Prasad is a Principal Engineer and a founding member of Amazon Bedrock, where he has had the privilege to listen to customer needs first-hand and understands what it takes to build and launch scalable and secure Gen AI products.
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Based on the answer to these questions, Amazon introduced a service called Lambda in 2014 that responds to events quickly and inexpensively. Lambda replaced the need for customers to pay for servers sitting around listening for events to occur – reducing the cost (and Amazon’s revenue) for event-driven systems by a factor of 5 to 10 (!).
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