add how-to page explaining usage of Compose provider services (#22586)

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## Description
Add how-to page for Compose provider services explaining usage and
configuration of this new feature allowing extending Compose behaviour

## Related issues or tickets
https://docker.atlassian.net/browse/APCLI-1091

## Reviews

<!-- Notes for reviewers here -->
<!-- List applicable reviews (optionally @tag reviewers) -->

- [x] Technical review
- [x] Editorial review
- [ ] Product review

---------

Signed-off-by: Guillaume Lours <705411+glours@users.noreply.github.com>
Co-authored-by: Nicolas De loof <nicolas.deloof@gmail.com>
Co-authored-by: Allie Sadler <102604716+aevesdocker@users.noreply.github.com>

content/manuals/compose/how-tos/provider-services.md

@@ -0,0 +1,125 @@
+---
+title: Use provider services
+description: Learn how to use provider services in Docker Compose to integrate external capabilities into your applications
+keywords: compose, docker compose, provider, services, platform capabilities, integration, model runner, ai
+weight: 112
+params:
+  sidebar:
+    badge:
+      color: green
+      text: New
+---
+
+{{< summary-bar feature_name="Compose provider services" >}}
+
+Docker Compose supports provider services, which allow integration with services whose lifecycles are managed by third-party components rather than by Compose itself.  
+This feature enables you to define and utilize platform-specific services without the need for manual setup or direct lifecycle management.
+
+
+## What are provider services?
+
+Provider services are a special type of service in Compose that represents platform capabilities rather than containers.
+They allow you to declare dependencies on specific platform features that your application needs.
+
+When you define a provider service in your Compose file, Compose works with the platform to provision and configure
+the requested capability, making it available to your application services.
+
+## Using provider services
+
+To use a provider service in your Compose file, you need to:
+
+1. Define a service with the `provider` attribute
+2. Specify the `type` of provider you want to use
+3. Configure any provider-specific options
+4. Declare dependencies from your application services to the provider service
+
+Here's a basic example:
+
+```yaml
+services:
+  database:
+    provider:
+      type: awesomecloud
+      options:
+        type: mysql
+        foo: bar  
+  app:
+    image: myapp 
+    depends_on:
+       - database
+```
+
+Notice the dedicated `provider` attribute in the `database` service.
+This attribute specifies that the service is managed by a provider and lets you define options specific to that provider type.
+
+The `depends_on` attribute in the `app` service specifies that it depends on the `database` service.
+This means that the `database` service will be started before the `app` service, allowing the provider information
+to be injected into the `app` service.
+
+## How it works
+
+During the `docker compose up` command execution, Compose identifies services relying on providers and works with them to provision
+the requested capabilities. The provider then populates Compose model with information about how to access the provisioned resource.
+
+This information is passed to services that declare a dependency on the provider service, typically through environment
+variables. The naming convention for these variables is:
+
+```env
+<<PROVIDER_SERVICE_NAME>>_<<VARIABLE_NAME>>
+```
+
+For example, if your provider service is named `database`, your application service might receive environment variables like:
+
+- `DATABASE_URL` with the URL to access the provisioned resource
+- `DATABASE_TOKEN` with an authentication token
+- Other provider-specific variables
+
+Your application can then use these environment variables to interact with the provisioned resource.
+
+## Provider types
+
+The `type` field in a provider service references the name of either:
+
+1. A Docker CLI plugin (e.g., `docker-model`)
+2. A binary available in the user's PATH
+
+When Compose encounters a provider service, it looks for a plugin or binary with the specified name to handle the provisioning of the requested capability.
+
+For example, if you specify `type: model`, Compose will look for a Docker CLI plugin named `docker-model` or a binary named `model` in the PATH.
+
+```yaml
+services:
+  ai-runner:
+    provider:
+      type: model  # Looks for docker-model plugin or model binary
+      options:
+        model: ai/example-model
+```
+
+The plugin or binary is responsible for:
+
+1. Interpreting the options provided in the provider service
+2. Provisioning the requested capability
+3. Returning information about how to access the provisioned resource
+
+This information is then passed to dependent services as environment variables.
+
+## Benefits of using provider services
+
+Using provider services in your Compose applications offers several benefits:
+
+1. Simplified configuration: You don't need to manually configure and manage platform capabilities
+2. Declarative approach: You can declare all your application's dependencies in one place
+3. Consistent workflow: You use the same Compose commands to manage your entire application, including platform capabilities
+
+## Creating your own provider
+
+If you want to create your own provider to extend Compose with custom capabilities, you can implement a Compose plugin that registers provider types.
+
+For detailed information on how to create and implement your own provider, refer to the [Compose Extensions documentation](https://github.com/docker/compose/blob/main/docs/extension.md).   
+This guide explains the extension mechanism that allows you to add new provider types to Compose.
+
+## Reference
+
+- [Docker Model Runner documentation](/manuals/ai/model-runner.md)
+- [Compose Extensions documentation](https://github.com/docker/compose/blob/main/docs/extension.md)

data/summary.yaml

@@ -109,6 +109,8 @@ Compose model runner:
   requires: Docker Compose [2.35.0](/manuals/compose/releases/release-notes.md#2300) and later, and Docker Desktop 4.41 and later
 Compose OCI artifact:
   requires: Docker Compose [2.34.0](/manuals/compose/releases/release-notes.md#2340) and later
+Compose provider services:
+  requires: Docker Compose [2.36.0](/manuals/compose/releases/release-notes.md) and later
 Compose replace file:
   requires: Docker Compose [2.24.4](/manuals/compose/releases/release-notes.md#2244) and later
 Compose required: