Lambda Strategy System Design 
AWS Machine Learning - AI
APRIL 9, 2025
This strategy results in more robust, versatile, and efficient applications that better serve diverse user needs and business objectives. We then explore strategies for implementing effective multi-LLM routing in these applications, discussing the key factors that influence the selection and implementation of such strategies.
AWS Machine Learning - AI
NOVEMBER 19, 2024
Solution overview This section outlines the architecture designed for an email support system using generative AI. High Level System Design The solution consists of the following components: Email service – This component manages incoming and outgoing customer emails, serving as the primary interface for email communications.
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AWS Machine Learning - AI
JULY 10, 2024
In Step 2: Configure data source , select Advanced (customization) under the Chunking & parsing configurations and then select Semantic chunking from the Chunking strategy drop down list, as shown in the following image. In the next section, we discuss custom processing using Lambda function provided by Knowledge bases for Amazon Bedrock.
AWS Machine Learning - AI
JULY 3, 2024
In this post, we explore how LLMs can be used to design marketing content for disease awareness. Marketing content is a key component in the communication strategy of HCLS companies. The solution has been designed using the following services: Amazon Elastic Container Service (ECS) : to deploy and manage our Streamlit UI.
AWS Machine Learning - AI
MARCH 7, 2025
During the solution design process, Verisk also considered using Amazon Bedrock Knowledge Bases because its purpose built for creating and storing embeddings within Amazon OpenSearch Serverless. Splitting document pages Verisk tested multiple strategies for document splitting.
AWS Machine Learning - AI
AUGUST 26, 2024
Organization overview – Analysis of external organization and industry news along with citations to sources, providing account teams with timely discussion topics and positioning strategies. Recommendations include citations to source materials, empowering account teams to more effectively drive customer strategies.
Confluent
FEBRUARY 27, 2019
Given that it is at a relatively early stage, developers are still trying to grok the best approach for each cloud vendor and often face the following question: Should I go cloud native with AWS Lambda, GCP functions, etc., The key to event-first systems design is understanding that a series of events captures behavior.
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