This document focuses on showing a working example on how to use Object Lambda with MinIO, you must have [MinIO deployed in your environment](https://min.io/docs/minio/linux/operations/installation.html) before you can start using external lambda functions. You also must install Python version 3.8 or later for the lambda handlers to work.

## Example Lambda handler

Install the necessary dependencies.
```sh

  define for each {{{../maven-model/maven.html#class_dependency}dependency type}} information on the artifact
  (classifier, extension, language) and how to manage it as dependency (add to classpath, include dependencies).

  They are replaced in Maven 4 with Maven 4 API Core's {{{../api/maven-api-core/apidocs/org/apache/maven/api/Type.html}Dependency Types}},

```

### Include the custom docs

Now you can create the *path operations* for the custom docs.

You can re-use FastAPI's internal functions to create the HTML pages for the docs, and pass them the needed arguments:

* `openapi_url`: the URL where the HTML page for the docs can get the OpenAPI schema for your API. You can use here the attribute `app.openapi_url`.
* `title`: the title of your API.

```Python hl_lines="7  21  23"
{!../../../docs_src/custom_response/tutorial004.py!}
```

👉 🖼, 🔢 `generate_html_response()` ⏪ 🏗 & 📨 `Response` ↩️ 🛬 🕸 `str`.

🛬 🏁 🤙 `generate_html_response()`, 👆 ⏪ 🛬 `Response` 👈 🔜 🔐 🔢 **FastAPI** 🎭.

✋️ 👆 🚶‍♀️ `HTMLResponse` `response_class` 💁‍♂️, **FastAPI** 🔜 💭 ❔ 📄 ⚫️ 🗄 & 🎓 🩺 🕸 ⏮️ `text/html`:

<img src="/img/tutorial/custom-response/image01.png">

## 💪 📨

📥 💪 📨.

    通过声明 `response_class=HTMLResponse`，API 文档就能识别响应的对象是 HTML。

!!! note "技术细节"

    您还可以使用 `from starlette.templating import Jinja2Templates`。

    **FastAPI** 的 `fastapi.templating` 只是为开发者提供的快捷方式。实际上，绝大多数可用响应都直接继承自 Starlette。 `Request` 与 `StaticFiles` 也一样。

## 编写模板

编写模板 `templates/item.html`，代码如下：

```jinja hl_lines="7"
{!../../../docs_src/templates/templates/item.html!}
```

它会显示从 **context** 字典中提取的 `id`：

            ex.buildResult!! to ex
        }

        println(buildResult.output)

        val richReportFile = inputBuildDir.resolve("binary-compatibility/build/japi/japi.html").apply {
            assertTrue("Rich report file doesn't exist", isFile)
        }

        return CheckResult(failure, scrapeRichReport(richReportFile), buildResult).apply {
            println(richReport.toText())

Fess comprend aussi un Crawler, qui peut explorer les documents d'un [serveur Web](https://fess.codelibs.org/14.6/admin/webconfig-guide.html), un [système de fichiers](https://fess.codelibs.org/14.6/admin/fileconfig-guide.html), ou un [Stockage de données](https://fess.codelibs.org/14.6/admin/dataconfig-guide.html) (tel qu'une base de donnée ou des CSV). Plusieurs formats de fichiers sont supportés tels que (mais pas uniquement): Microsoft Office, PDF, et zip.

!!! note "Technical Details"

Jetzt können Sie die *Pfadoperationen* für die benutzerdefinierten Dokumentationen erstellen.

Sie können die internen Funktionen von FastAPI wiederverwenden, um die HTML-Seiten für die Dokumentation zu erstellen und ihnen die erforderlichen Argumente zu übergeben:

* `openapi_url`: die URL, unter welcher die HTML-Seite für die Dokumentation das OpenAPI-Schema für Ihre API abrufen kann. Sie können hier das Attribut `app.openapi_url` verwenden.
* `title`: der Titel Ihrer API.

Il existe un script que vous pouvez exécuter localement pour tester tout le code et générer des rapports de couverture en HTML :

<div class="termy">

```console
$ bash scripts/test-cov-html.sh
```

</div>