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Enhance customer support with Amazon Bedrock Agents by integrating enterprise data APIs

AWS Machine Learning - AI

The Lambda function runs the database query against the appropriate OpenSearch Service indexes, searching for exact matches or using fuzzy matching for partial information. The Lambda function processes the OpenSearch Service results and formats them for the Amazon Bedrock agent. Always prioritize accuracy and safety.

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How BQA streamlines education quality reporting using Amazon Bedrock

AWS Machine Learning - AI

The text extraction AWS Lambda function is invoked by the SQS queue, processing each queued file and using Amazon Textract to extract text from the documents. The text summarization Lambda function is invoked by this new queue containing the extracted text.

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AWS Lambda Benchmarking

Xebia

In this blog post, we examine the relative costs of different language runtimes on AWS Lambda. Many languages can be used with AWS Lambda today, so we focus on four interesting ones. Rust just came to AWS Lambda in November 2023 , so probably a lot of folks are wondering whether to try it out.

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Multi-LLM routing strategies for generative AI applications on AWS

AWS Machine Learning - AI

For detailed implementation guidelines and examples of Intelligent Prompt Routing on Amazon Bedrock, see Reduce costs and latency with Amazon Bedrock Intelligent Prompt Routing and prompt caching. These embeddings are then saved as a reference index inside an in-memory FAISS vector store, which is deployed as a Lambda layer.

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Building Resilient Public Networking on AWS: Part 4

Xebia

To aid in understanding this setup and the AWS services needed, a detailed diagram is provided below illustrating the required interaction between CloudWatch Alarms, Event Bridge, Lambda function, and AWS Global Accelerator during an automated region evacuation process.

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Revolutionizing clinical trials with the power of voice and AI

AWS Machine Learning - AI

Text processing and contextualization The transcribed text is then fed into an LLM trained on various healthcare datasets, including medical literature, clinical guidelines, and deidentified patient records. They provide feedback, make necessary modifications, and enforce compliance with relevant guidelines and best practices.

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Introducing AWS MCP Servers for code assistants (Part 1)

AWS Machine Learning - AI

AWS Cloud Development Kit (AWS CDK) Delivers AWS CDK knowledge with tools for implementing best practices, security configurations with cdk-nag , Powertools for AWS Lambda integration, and specialized constructs for generative AI services. It makes sure infrastructure as code (IaC) follows AWS Well-Architected principles from the start.

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