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Yes, you would need to use Teiid Embedded for that. You can see various examples here https://github.com/teiid/teiid-embedded-examples
How much of deployment infrastructure you want to build is up to you. Like providing a way to deploy VDB files, using the data sources from tomcat, administration etc. However, for simple application they may not be needed.