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Hi,
Amazon Bedrock is the service that you want to use for such initiatives: https://aws.amazon.com/bedrock/
In particular, for your project, I would recommend to use Anthropic's Claude: it seems to be the one we've tried for code documentation.
See https://aws.amazon.com/bedrock/claude/
Best,
Didier
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