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1 minute readAPIAgent-ready

Use model stages in pricing chains

A chain can ask a language or vision model to annotate or adjust its running price within configured limits.

Add a language-model stage with a prompt, or a vision stage using a permitted public product image and your confirmation that it may be sent to a model.

Stage responses must match the expected format and configured price-change limit. A failed or late response is skipped according to the chain's handling rules. Model usage is metered.

Only send data you intend the provider to process. Metadata and content filters reduce unwanted inputs, but they are not a guarantee that every sensitive detail will be removed.