Rewrite the AgentCore tutorial on the AgentCore CLI - #303
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manoj-selvakumar5 wants to merge 4 commits into
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Rewrite the AgentCore tutorial on the AgentCore CLI#303manoj-selvakumar5 wants to merge 4 commits into
manoj-selvakumar5 wants to merge 4 commits into
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Replace the Starter Toolkit with the AgentCore CLI, run as terminal commands in %%bash cells so a failed teardown stops the notebook instead of leaving runtimes billing. boto3 handles the execution role, invocation, and cleanup verification.
Read each runtime ARN from the CLI's deployment state file instead of searching the account by name, and drop the helpers that only wrapped boto3 calls. Trim the markdown to what the reader needs.
The remove and deploy commands fail loudly on their own, so the extra boto3 assertions and the stack name lookup were redundant. utils.py is now just the execution role helpers.
Fix two wrong claims: removing the only agent deletes the stack, so the restaurant deploy creates it rather than extending it, and the CDK staging bucket retains deployment archives. Describe session handling as isolation with in-memory state rather than managed conversation storage. Align the remaining markdown with what each cell does.
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Description of changes:
python/02-deploy/03-agentcore/deploy-agent.ipynbused the Bedrock AgentCore Starter Toolkit, which is no longer supported. The tutorial now uses the AgentCore CLI for create, deploy, and remove, run as terminal commands in%%bashcells, with boto3 for the IAM execution role andInvokeAgentRuntime. The Starter Toolkit is gone.By submitting this pull request, I confirm that you can use, modify, copy, and redistribute this contribution, under the terms of your choice.