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🚀 Predict Future Trends with Syncfusion Blazor Pivot Table

Welcome to this exciting demo! This GitHub repository shows how to power up the Syncfusion Blazor Pivot Table with Azure OpenAI to predict future trends using historical data. Whether you’re forecasting sales, inventory, or resources, this project makes it easy to gain actionable insights.

✨ What You’ll Build

AI-Driven Forecasting: Predict future data points (e.g., bike sales for FY 2026) based on past trends, with forecasted values highlighted in the Pivot Table for clarity.

📋 Prerequisites

Before you start, ensure you have:

  • Visual Studio 2022 or later with .NET 7.0 or higher.
  • An Azure OpenAI Service account with an API key and endpoint.
  • A basic understanding of Blazor and C#.

🛠️ Getting Started

Let’s get forecasting in just a few steps!

  1. Clone the Repository Grab the code by cloning this repo:

    git clone https://github.com/SyncfusionExamples/blazor-pivottable-ai-forecasting
cd blazor-pivottable-ai-forecasting

  2. Set Up the Project

  • Open BlazorAI.sln in Visual Studio 2022.
  • Restore NuGet packages: Right-click the solution in Solution Explorer and select Restore NuGet Packages.
  • Build the solution (Ctrl+Shift+B or Build → Build Solution).
  1. Configure Azure OpenAI In Services/OpenAIService.cs, replace the placeholder azureEndpoint and azureApiKey with your Azure OpenAI credentials: csharp
    var azureEndpoint = "your-azure-endpoint-url";
    var azureApiKey = "your-api-key";
  1. Run and Explore
  • Press F5 to launch the app.
  • The Pivot Table will load with sample bike sales data.
  • Click the AI Assist button, pick a future year (e.g., 2026), and see the forecasted data highlighted in yellow!

📚 Resources