Moonglade.ContentSecurity

The Azure Function used by my blog (https://edi.wang) for filtering harmful text in order to live in China.

This Function provides two types of moderation:

Local: filter harmful text by a local dictionary
Azure: filter harmful text by Azure AI Content Safety

Get Started

Tools	Alternative
.NET 8.0 SDK	N/A
Visual Studio 2022 with Azure Development payload	Visual Studio Code
Azure Key Vault	N/A
Azure CLI	N/A

Deployment

Build and deploy the project to your Azure subscription.

Recommendations:

Enable 64 bit worker process in Azure Function App settings.
Enable Always On in Azure Function App settings.
Enable Application Insights in Azure Function App settings.
Do NOT use consumption plan due to cold start time.

Local Moderation

Once deployed to Azure, set the following environment variables in Azure Portal (Configuration blade) or Azure CLI:

Keywords: the keywords to be filtered, separated by "|"

Azure Moderation

Pre-requisite: create an Azure AI Content Safety resource in Azure Portal, and get the endpoint and key.

Once deployed to Azure, set the following environment variables in Azure Portal (Configuration blade) or Azure CLI:

Endpoint: the endpoint of your Azure AI Content Safety resource
OcpApimSubscriptionKey: the key of your Azure AI Content Safety resource

Development and Debugging

For development, create local.settings.json under "./src/", this file defines development time settings. It is by default ignored by git, so you will need to manange it on your own.

Sample local.settings.json file

{
  "IsEncrypted": false,
  "Values": {
    "AzureWebJobsStorage": "UseDevelopmentStorage=true",
    "FUNCTIONS_WORKER_RUNTIME": "dotnet-isolated"
    "Keywords": "example|harmful|words",
    "Endpoint": "https://<your resource name>.cognitiveservices.azure.com/",
    "OcpApimSubscriptionKey": "<your key>"
  }
}

Creating Your Own API

If you have any reason to not use this project, such as a dislike for Azure or C#, it is completely acceptable to develop your own API. Moonglade utilizes standard REST API calls, as long as your API functions with the same request and response interface contract outlined below.

Request Example

{
    "originAspNetRequestId": "1",
    "contents": [
        {
            "Id": "1",
            "RawText": "This is an example of harmful words"
        },
        {
            "Id": "2",
            "RawText": "Glad to meet you"
        }
    ]
}

Response Example

{
    "originAspNetRequestId": "1",
    "moderator": "LocalModerator",
    "mode": "Mask",
    "processedContents": [
        {
            "id": "1",
            "processedText": "This is an * of * *"
        },
        {
            "id": "2",
            "processedText": "Glad to meet you"
        }
    ],
    "positive": null
}

Please see source code for more details.

免责申明

对于**用户，我们有一份特定的免责申明。请确保你已经阅读并理解其内容：

免责申明（仅限**用户）

EdiWang/Moonglade.ContentSecurity