https://github.com/ctyar/aiui

This project aims to facilitate the creation of a new type of user interface for line of business applications. It will allow users to query data using natural language and lower the barrier of accessing and analyzing data. This is similar to how most applications let users export data as excel files to do further analysis on their own.
https://github.com/ctyar/aiui

Last synced: 5 days ago
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This project aims to facilitate the creation of a new type of user interface for line of business applications. It will allow users to query data using natural language and lower the barrier of accessing and analyzing data. This is similar to how most applications let users export data as excel files to do further analysis on their own.

• Host: GitHub
• URL: https://github.com/ctyar/aiui
• Owner: ctyar
• Created: 2023-05-06T15:46:16.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2024-05-06T07:35:12.000Z (8 months ago)
• Last Synced: 2024-12-13T02:51:43.485Z (27 days ago)
• Language: C#
• Homepage:
• Size: 928 KB
• Stars: 1
• Watchers: 3
• Forks: 0
• Open Issues: 1
• Metadata Files:
  • Readme: README.md

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README

        
# AI as User Interface

[![Build Status](https://ctyar.visualstudio.com/Aiui/_apis/build/status%2Fctyar.Aiui?branchName=main)](https://ctyar.visualstudio.com/Aiui/_build/latest?definitionId=8&branchName=main)

[![Aiui](https://img.shields.io/nuget/v/Aiui.svg)](https://www.nuget.org/packages/Aiui/)

[Demo video](https://github.com/ctyar/Aiui/assets/1432648/b97d3bd2-f5a4-4c08-a17c-80904411cb07)

This project aims to facilitate the creation of a new type of user interface for line of business applications.

It will allow users to query data in their application using natural language and lower the barrier of accessing and analyzing data.

This is similar to how most applications let users export data as excel files to do further analysis on their own.

## [Live demo: https://aiui.azurewebsites.net](https://aiui.azurewebsites.net/)

## Usage

1. Install the [NuGet package](https://www.nuget.org/packages/Aiui)

2. In the `Program.cs`, register the Aiui.

```csharp

using Aiui;

```

```csharp

var builder = WebApplication.CreateBuilder(args);

builder.Services.AddAiui(new AiuiOptions

{

    Client = new OpenAIClient(builder.Configuration.GetValue("OpenApiKey")),

    Plugins =

    [

        new SqlListPlugin(builder.Configuration.GetConnectionString("SqlServer")!, ["Categories", "Products"]

        new ChartJsPlugin(),

    ]

});

```

3. Pass user's prompt and chat history to the `BotService`.

```csharp

[HttpPost("")]

public async Task Index(string prompt, List chatHistory)

{

    var executionResult = await _botService.ExecutePromptAsync(prompt, chatHistory, null);

    return View(executionResult);

}

```

4. You can optionally use the Chart.js plugin to draw charts.

```csharp

[HttpPost("")]

public async Task Chart(string prompt, List chatHistory, List rows)

{

    var executionResult = await _botService.ExecutePromptAsync(prompt, chatHistory, rows);

    return View(executionResult);

}

```

## Build

[Install](https://get.dot.net) the [required](global.json) .NET SDK.

Run:

```

$ dotnet build

```