Aniket
Feb 27, 2023
visibility 3895
star star star star star
(0 votes)

ChatGPT/OpenAI integration for text generation using Prompt in Optimizely

Here's how you can use a simple publishing event to generate content using OpenAI.

The code is pretty simple - I will avoid getting into too many details as Tomas has done a wonderful job of explaining it in his blog post here:
https://www.gulla.net/en/blog/integrating-generative-ai-in-optimizely-cms-a-quick-test-with-openai/

...And from Allan here:
https://www.codeart.dk/blog/2022/11/ai-assisted-content-creation---in-optimizely-cms--commerce-ai-series---part-2/ 

Here's sample code which has been requested by a few people. 

namespace ClientName.CMS.Features.Sample
{
    using System;
    using System.Collections.Generic;
    using System.Linq;
    using System.Net.Http;
    using System.Threading.Tasks;
    using System.Web;
    using EPiServer;
    using EPiServer.Core;
    using EPiServer.Framework;
    using EPiServer.Framework.Initialization;
    using EPiServer.ServiceLocation;
    using Newtonsoft.Json;
    using ClientName.CMS.Features.Basics.RichTextBlock.Models;
    using ClientName.Common.Features.Foundation.Threading.Utilities;

    [InitializableModule]
    [ModuleDependency(typeof(EPiServer.Web.InitializationModule))]
    public class OpenAIBlockInitialization : IInitializableModule
    {
        private static readonly HttpClient _client = new HttpClient();
        private readonly string _apiKey = "YOUR API KEY GOES HERE"; // You can generate it here: https://platform.openai.com/account/api-keys

        public void Initialize(InitializationEngine context)
        {
            // Add initialization logic, this method is called once after CMS has been initialized
            var contentEvents = ServiceLocator.Current.GetInstance<IContentEvents>();
            contentEvents.PublishingContent += ContentEvents_PublishingContent;
        }

        public async Task<dynamic> SendRequestAsync(string model, string prompt, int maxTokens)
        {
            var requestUrl = "https://api.openai.com/v1/engines/" + model + "/completions";
            var requestData = new
            {
                prompt = prompt,
                max_tokens = maxTokens
            };
            var jsonRequestData = JsonConvert.SerializeObject(requestData);
            var requestContent = new StringContent(jsonRequestData, System.Text.Encoding.UTF8, "application/json");

            _client.DefaultRequestHeaders.Authorization = new System.Net.Http.Headers.AuthenticationHeaderValue("Bearer", _apiKey);

            var response = await _client.PostAsync(requestUrl, requestContent);
            response.EnsureSuccessStatusCode();

            var responseContent = await response.Content.ReadAsStringAsync();
            var responseData = JsonConvert.DeserializeObject<dynamic>(responseContent);

            return responseData;
        }

        private void ContentEvents_PublishingContent(object sender, EPiServer.ContentEventArgs e)
        {
            try
            {
                if (e.Content != null)
                {
                    if (e.Content is RichTextBlock richTextBlock)
                    {
                        var blockData = e.Content as RichTextBlock;

                        string textToOpenAI = blockData.OpenAIPrompt;

                        // Call Open AI and get results
                        var response = AsyncHelper.RunSync(async () => await SendRequestAsync("text-davinci-003", textToOpenAI, 3000));

                        blockData.OpenAIGeneratedText = response?.choices[0]?.text;
                    }
                }
            }
            catch (Exception ex)
            {
                // Optinal logging
            }
        }

        public void Uninitialize(InitializationEngine context)
        {
            // Add uninitialization logic
            var contentEvents = ServiceLocator.Current.GetInstance<IContentEvents>();
            contentEvents.PublishingContent -= ContentEvents_PublishingContent;
        }
    }
}

AsyncHelper class to run async method synchronously (due to initialization functions limitations)

namespace ClientName.Common.Features.Foundation.Threading.Utilities
{
    using System;
    using System.Threading;
    using System.Threading.Tasks;

    public static class AsyncHelper
    {
        private static readonly TaskFactory TaskFactory =
            new TaskFactory(CancellationToken.None, TaskCreationOptions.None, TaskContinuationOptions.None, TaskScheduler.Default);

        /// <summary>
        /// Executes an async Task method which has a void return value synchronously
        /// USAGE: AsyncUtil.RunSync(() => AsyncMethod());
        /// </summary>
        /// <param name="task">Task method to execute</param>
        public static void RunSync(Func<Task> task) => TaskFactory.StartNew(task).Unwrap().GetAwaiter().GetResult();

        /// <summary>
        /// Executes an async Task<T> method which has a T return type synchronously
        /// USAGE: T result = AsyncUtil.RunSync(() => AsyncMethod<T>());
        /// </summary>
        /// <typeparam name="TResult">Return Type</typeparam>
        /// <param name="task">Task<T> method to execute</param>
        /// <returns></returns>
        public static TResult RunSync<TResult>(Func<Task<TResult>> task) =>
            TaskFactory.StartNew(task).Unwrap().GetAwaiter().GetResult();
    }
}

Happy coding!

Feb 27, 2023

Comments

error Please login to comment.
Latest blogs
The Top 10 Things I'm Actually Using AI For

A while back I wrote about ReviewPR, an Azure Function that uses AI to review Azure DevOps pull requests. That was one specific use case, but over...

KennyG | Aug 5, 2026

Drag-and-Drop Reordering for Commerce Media Collection in Optimizely Commerce Connect

Optimizely Commerce Connect ships a polished asset editor for the CommerceMediaCollection  property on catalog entries. It lets editors add, remove...

Linh Doan Cuu | Aug 5, 2026

Order tabs with drag and drop V2

I earlier did a very simple Blazor version to be able to sort tabs with drag and drop. I wanted to update it a bit and also display how the tabs ar...

Per Nergård (MVP) | Aug 4, 2026

Optimizely : Missing Language Manager Gadget Fix in CMS 12 After Upgrading to .NET 10

Recently, while upgrading an Optimizely CMS solution to .NET 10, we came across an issue where the Language Manager gadget completely disappeared...

Madhu | Aug 2, 2026 |