WIP: Implementing a coding assistant

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Thorsten Sommer 2024-07-16 16:05:40 +02:00
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commit 4391128ed7
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<AssistantBlock Name="Icon Finder" Description="Using a LLM to find an icon for a given context." Icon="@Icons.Material.Filled.FindInPage" Link="/assistant/icons"/> <AssistantBlock Name="Icon Finder" Description="Using a LLM to find an icon for a given context." Icon="@Icons.Material.Filled.FindInPage" Link="/assistant/icons"/>
<AssistantBlock Name="Text Summarizer" Description="Using a LLM to summarize a given text." Icon="@Icons.Material.Filled.TextSnippet" Link="/assistant/summarizer"/> <AssistantBlock Name="Text Summarizer" Description="Using a LLM to summarize a given text." Icon="@Icons.Material.Filled.TextSnippet" Link="/assistant/summarizer"/>
<AssistantBlock Name="Translator" Description="Translate text into another language." Icon="@Icons.Material.Filled.Translate" Link="/assistant/translator"/> <AssistantBlock Name="Translator" Description="Translate text into another language." Icon="@Icons.Material.Filled.Translate" Link="/assistant/translator"/>
<AssistantBlock Name="Coding" Description="Get coding and debugging support from a LLM." Icon="@Icons.Material.Filled.Code" Link="/assistant/coding"/>
</MudGrid> </MudGrid>

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@page "/assistant/coding"
@using AIStudio.Settings
@using AIStudio.Tools
@inherits AssistantBaseCore

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namespace AIStudio.Components.Pages.Coding;
public partial class AssistantCoding : AssistantBaseCore
{
protected override string Title => "Coding Assistant";
protected override string Description =>
"""
This coding assistant supports you in writing code. Provide some coding context by copying and pasting
your code into the input fields. You might assign an ID to your code snippet to easily reference it later.
When you have compiler messages, you can paste them into the input fields to get help with debugging as well.
""";
protected override string SystemPrompt =>
"""
You are a friendly, helpful senior software developer with extensive experience in various programming languages
and concepts. You are familiar with principles like DRY, KISS, YAGNI, and SOLID and can apply and explain them.
You know object-oriented programming, as well as functional programming and procedural programming. You are also
familiar with design patterns and can explain them. You are an expert of debugging and can help with compiler
messages. You can also help with code refactoring and optimization.
""";
private readonly List<CodingContext> codingContexts = new();
}

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namespace AIStudio.Components.Pages.Coding;
public readonly record struct CodingContext(string Id, CommonCodingLanguages Language, string Code);

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<MudTextField T="string" @bind-Text="@this.inputText" Validation="@this.ValidatingText" AdornmentIcon="@Icons.Material.Filled.DocumentScanner" Adornment="Adornment.Start" Label="Your input" Variant="Variant.Outlined" Lines="6" AutoGrow="@true" MaxLines="12" Class="mb-3" UserAttributes="@USER_INPUT_ATTRIBUTES"/>

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using AIStudio.Settings;
using Microsoft.AspNetCore.Components;
namespace AIStudio.Components.Pages.Coding;
public partial class CodingContextItem : ComponentBase
{
[Parameter]
public CodingContext CodingContext { get; set; }
[Inject]
protected SettingsManager SettingsManager { get; set; } = null!;
private static readonly Dictionary<string, object?> USER_INPUT_ATTRIBUTES = new();
#region Overrides of ComponentBase
protected override async Task OnParametersSetAsync()
{
// Configure the spellchecking for the user input:
this.SettingsManager.InjectSpellchecking(USER_INPUT_ATTRIBUTES);
await base.OnParametersSetAsync();
}
#endregion
}

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namespace AIStudio.Components.Pages.Coding;
public static class CommonCodingLanguageExtensions
{
public static string Name(this CommonCodingLanguages language) => language switch
{
CommonCodingLanguages.NONE => "None",
CommonCodingLanguages.BASH => "Bash",
CommonCodingLanguages.C => "C",
CommonCodingLanguages.CPP => "C++",
CommonCodingLanguages.CSHARP => "C#",
CommonCodingLanguages.CSS => "CSS",
CommonCodingLanguages.FORTRAN => "Fortran",
CommonCodingLanguages.GDSCRIPT => "GDScript",
CommonCodingLanguages.GO => "Go",
CommonCodingLanguages.HTML => "HTML",
CommonCodingLanguages.JAVA => "Java",
CommonCodingLanguages.JAVASCRIPT => "JavaScript",
CommonCodingLanguages.JSON => "JSON",
CommonCodingLanguages.JULIA => "Julia",
CommonCodingLanguages.KOTLIN => "Kotlin",
CommonCodingLanguages.LUA => "Lua",
CommonCodingLanguages.MARKDOWN => "Markdown",
CommonCodingLanguages.MATHEMATICA => "Mathematica",
CommonCodingLanguages.MATLAB => "MATLAB",
CommonCodingLanguages.PHP => "PHP",
CommonCodingLanguages.POWERSHELL => "PowerShell",
CommonCodingLanguages.PROLOG => "Prolog",
CommonCodingLanguages.PYTHON => "Python",
CommonCodingLanguages.R => "R",
CommonCodingLanguages.RUBY => "Ruby",
CommonCodingLanguages.RUST => "Rust",
CommonCodingLanguages.SQL => "SQL",
CommonCodingLanguages.SWIFT => "Swift",
CommonCodingLanguages.TYPESCRIPT => "TypeScript",
CommonCodingLanguages.XML => "XML",
CommonCodingLanguages.OTHER => "Other",
_ => "Unknown"
};
}

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namespace AIStudio.Components.Pages.Coding;
public enum CommonCodingLanguages
{
NONE,
BASH,
C,
CPP,
CSHARP,
CSS,
FORTRAN,
GDSCRIPT,
GO,
HTML,
JAVA,
JAVASCRIPT,
JSON,
JULIA,
KOTLIN,
LUA,
MARKDOWN,
MATHEMATICA,
MATLAB,
PHP,
POWERSHELL,
PROLOG,
PYTHON,
R,
RUBY,
RUST,
SQL,
SWIFT,
TYPESCRIPT,
XML,
OTHER,
}