aws - denys on data

denys on data

aws

A collection of 3 posts

Amazon Bedrock Agent with an action group to query structured data

Here is a high-level waltkhough of how to build an Amazon Bedrock agent with an action group to query a structured data store.

ML pipeline on AWS using SageMaker

Recently I had to consult a client on moving an on-prem recommender system to AWS. Naturally they were interested in using the SageMaker offering for building the entire train-validate-deploy pipeline. To refresh my ML pipelining knowledge I did this quick end-to-end tutorial of bulding an ML pipeline with Amazon SageMaker.

AWS Bedrock agent with knowledge bases primer

A Bedrock Agent is one of the central offerings of the AWS Bedrock service. It is essentially an abstraction around a bundle of one of the Foundation Models (FMs) and a selection of additional tools: be it accessing a knowledge base or making use of any external functionality via a