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Update inference.md
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Qdrant Managed Cloud allows you to use inference directly in the cloud, without the need to set up and maintain your own inference infrastructure. You can use [embedding models hosted on Qdrant Cloud](#cloud-inference), or use [externally hosted models](#use-external-models).
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<aside role="alert">
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Inference is executed within the EU for Qdrant clusters in EU regions and in the US for Qdrant Clusters in all other regions.
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Inference is executed within the EU for Qdrant clusters in EU regions and in the US for Qdrant Clusters in all other regions. Free models are hosted on US region only.
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</aside>
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### Billing
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To use an external provider's embedding model, you need an API key from that provider. Billing is managed directly through the external provider, based on API key usage. Refer to each external embedding model provider's website for pricing details.
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To use an external provider's embedding model, you need an API key from that provider. Billing is managed directly through the external provider, based on API key usage. Refer to each external embedding model provider's website for pricing details.
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