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feat(gen): use cases visual (#5491)
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‎macros/ai/chat-comp-vs-responses-api.mdx‎

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The **Chat Completions** API was released in 2023, and is an industry standard for building AI applications, being specifically designed for handling multi-turn conversations. It is stateless, but allows users to manage conversation history by appending each new message to the ongoing conversation. Messages in the conversation can include text, images and audio extracts. The API supports `function` tool-calling, allowing developers to define functions that the model can choose to call. If it does so, it returns the function name and arguments, which the developer's code must execute and feed back into the conversation.
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The **Responses** API was released in 2025, and is designed to combine the simplicity of Chat Completions with the ability to do more agentic tasks and reasoning. It supports statefulness, being able to maintain context without needing to resend the entire conversation history. It offers tool-calling by built-in tools (e.g. web or file search) that the model is able to execute itself while generating a response.
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The **Responses** API was released in 2025, and is designed to combine the simplicity of Chat Completions with the ability to do more agentic tasks and reasoning. It supports statefulness, being able to maintain context without needing to resend the entire conversation history. It offers tool-calling by built-in tools (e.g. web or file search) that the model is able to execute itself while generating a response.
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<Message type="note">
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Scaleway's support for the Responses API is currently at beta stage. Support of the full feature set will be incremental: currently statefulness and tools other than `function` calling are not supported.
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Scaleway's support for the Responses API is currently at beta stage. Support of the full feature set will be incremental: currently statefulness and tools other than `function` calling are not supported.
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</Message>
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Most supported Generative API models can be used with both Chat Completions and Responses API. For the `gpt-oss-120b` model, use of the Responses API is recommended, as it will allow you to access all of its features, especially tool-calling.

‎menu/mainLinks.json‎

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"label": "Tutorials",
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"slug": "tutorials"
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},
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{
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"icon": "UseCaseCategoryIcon",
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"label": "Use cases",
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"slug": "use-cases"
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},
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{
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"icon": "BillingCategoryIcon",
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"label": "Troubleshooting Hub",

‎pages/use-cases/application-hosting/index.mdx‎

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---
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title: Host an application
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description: Seamlessly deploy and host your applications on Scaleway's scalable cloud infrastructure.
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---
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## Host an application at Scaleway
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Seamlessly deploy and host your applications on Scaleway's scalable cloud infrastructure.
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<Grid>
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<SummaryCard
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title="Placeholder"
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icon="rocket"
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description="Placeholder"
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label="Read more"
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url="/use-cases/"
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/>
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<SummaryCard
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title="Placeholder"
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icon="rocket"
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description="Placeholder"
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label="Read more"
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url="/use-cases/"
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/>
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</Grid>
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## Related tutorials

‎pages/use-cases/back-up-data/index.mdx‎

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---
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title: Backup and archive data
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description: Discover how to safeguard your data with different backup and archival solutions.
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---
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## Backup and archive your data
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Safeguard your data with different backup and archival solutions.
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<Grid>
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<SummaryCard
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title="Placeholder"
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icon="rocket"
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description="Placeholder"
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label="Read more"
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url="/use-cases/"
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/>
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<SummaryCard
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title="Placeholder"
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icon="rocket"
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description="Placeholder"
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label="Read more"
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url="/use-cases/"
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/>
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</Grid>
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## Related tutorials

‎pages/use-cases/best-practices/index.mdx‎

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---
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title: Best practices
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description: Learn from Scaleway's expert guides and best practices to optimize your cloud strategy.
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---
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## Discover best practices
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Learn from Scaleway's expert guides and best practices to optimize your cloud usage.
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<Grid>
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<SummaryCard
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title="Placeholder"
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icon="rocket"
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description="Placeholder"
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label="Read more"
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url="/use-cases/"
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/>
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<SummaryCard
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title="Placeholder"
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icon="rocket"
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description="Placeholder"
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label="Read more"
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url="/use-cases/"
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/>
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</Grid>
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## Related tutorials

‎pages/use-cases/build-and-run-ai/index.mdx‎

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---
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title: Build and run AI
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description: Discover how to leverage Scaleway's AI & Data services to develop, train, and deploy powerful AI models.
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---
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## Build and run AI at Scaleway
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Leverage Scaleway's AI & Data services to develop, train, and deploy powerful AI models.
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<Grid>
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<SummaryCard
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title="Placeholder"
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icon="rocket"
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description="Placeholder"
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label="Read more"
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url="/use-cases/"
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/>
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<SummaryCard
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title="Placeholder"
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icon="rocket"
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description="Placeholder"
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label="Read more"
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url="/use-cases/"
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/>
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</Grid>
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## Related tutorials

‎pages/use-cases/deploy-external-software/index.mdx‎

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---
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title: Deploy and manage external software
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description: Discover how to deploy and manage external software with Scaleway's flexible and customizable cloud environment.
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---
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## Deploy and manage external software
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Easily deploy and manage external software with Scaleway's flexible and customizable cloud environment.
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<Grid>
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<SummaryCard
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title="Placeholder"
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icon="rocket"
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description="Placeholder"
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label="Read more"
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url="/use-cases/"
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/>
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<SummaryCard
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title="Placeholder"
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icon="rocket"
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description="Placeholder"
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label="Read more"
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url="/use-cases/"
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/>
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</Grid>
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## Related tutorials

‎pages/use-cases/index.mdx‎

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---
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title: Use Cases
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description: Discover the different ways you can use the Scaleway products to develop your projects.
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---
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## Use cases
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Get started with our most popular use cases.
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## What do you want to do?
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<ClickableBanner
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productLogo="cli"
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title="Migrate to Scaleway"
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url="/use-cases/migration"
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label="Browse"
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/>
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<Grid>
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<Card
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title="Host a website"
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label="Browse"
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url="/use-cases/website-hosting/"
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/>
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<Card
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title="Host a web app"
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label="Browse"
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url="/use-cases/application-hosting/"
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/>
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<Card
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title="Set up and test"
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label="Browse"
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url="/use-cases/set-up-and-test"
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/>
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</Grid>
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<Grid>
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<Card
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title="Build and run AI"
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label="Browse"
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url="/use-cases/build-and-run-ai/"
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/>
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<Card
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title="Back up and archive data"
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label="Browse"
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url="/use-cases/back-up-data/"
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/>
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<Card
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title="Discover best practices"
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label="Browse"
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url="/use-cases/best-practices/"
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/>
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</Grid>
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<Grid>
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<Card
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title="Secure my resources"
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label="Browse"
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url="/use-cases/security/"
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/>
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<Card
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title="Deploy and manage external software"
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label="Browse"
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url="/use-cases/deploy-and-manage-external-software/"
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/>
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<Card
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title="Connect IoT Devices"
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label="Browse"
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url="/use-cases/iot"
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/>
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</Grid>
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<Grid>
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<Card
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title="Manage, share and store data"
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label="Browse"
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url="/use-cases/manage-share-and-store-data/"
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/>
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<Card
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title="Monitor resources"
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label="Browse"
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url="/use-cases/monitoring/"
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/>
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<Card
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title="Manage resources"
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label="Browse"
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url="/use-cases/resource-management/"
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/>
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</Grid>

‎pages/use-cases/iot/index.mdx‎

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---
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title: Connect IoT devices
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description: Discover how to integrate and manage your IoT ecosystem using Scaleway's IoT Hub.
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---
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## Connect IoT devices with Scaleway
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Integrate and manage your IoT ecosystem using Scaleway's IoT Hub.
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<Grid>
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<SummaryCard
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title="Placeholder"
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icon="rocket"
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description="Placeholder"
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label="Read more"
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url="/use-cases/"
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/>
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<SummaryCard
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title="Placeholder"
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icon="rocket"
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description="Placeholder"
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label="Read more"
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url="/use-cases/"
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/>
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</Grid>
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## Related tutorials

‎pages/use-cases/manage-share-and-store-data/index.mdx‎

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---
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title: Manage, share, store data
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description: Discover the different ways you can use the Scaleway products to develop your projects.
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---
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## Manage, share, store data
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Manage, share, and store your data with secure and scalable storage options.
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<Grid>
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<SummaryCard
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title="Placeholder"
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icon="rocket"
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description="Placeholder"
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label="Read more"
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url="/use-cases/"
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/>
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<SummaryCard
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title="Placeholder"
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icon="rocket"
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description="Placeholder"
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label="Read more"
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url="/use-cases/"
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/>
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</Grid>
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## Related tutorials

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