Managing the Managed: Advanced Automation and Security for Amazon...
summary
OpenSearch clusters, indices, saved objects, role mappings and Flow Framework workflows deploy from a single CDK command using the open source CDK ProServe lib that codifies custom constructs; one example provisions 42 CloudFormation resources, registers a Hugging Face MS Marco distilbert-based model into OpenSearch, and creates an embeddings pipeline that generates passage vectors for five loaded documents. Mutual TLS sits in front via a custom NGINX ingress for certificate-based identity, and semantic search returns different ranked results than lexical search.
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chapters (7)
- 0:00Introduction
- 3:16Why use AWS CDK
- 13:50Custom CDK constructs for OpenSearch
- 21:23Provisioning OpenSearch domains
- 26:41Deploying workflows with Flow Framework
- 27:46Live CDK deployment demo
- 34:28Summary and Q&A
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