Code-only extraction works without a provider key. These backend settings matter when you explicitly run semantic extraction or model-assisted CLI workflows.

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Semantic backends

Set credentials in your shell, secret manager, or CI environment. Never commit them into the documentation or repository. Use a model available in your account or local runtime rather than assuming a particular model name.

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Output and resource controls

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Local query logging

The current implementation keeps query logging off by default. Logs can contain questions and corpus paths. Full responses are opt-in. Keep access and retention appropriate to your source material.

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Ignore rules

Use .graphifyignore to exclude dependency folders, build artifacts, or irrelevant content. See incremental updates for examples.