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91b644501a
...
ece52b9929
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@ -12,7 +12,7 @@ public class ImageGenerator
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private readonly IConfiguration _config;
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//private string ModelName => _config.GetValue<string>("StableDiffusionModel") ?? "No Model Defined";
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private string ModelName => _config.GetValue<string>("StableDiffusionModel") ?? "No Model Defined";
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public ImageGenerator(IConfiguration config, BildInfoData bildInfoData)
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{
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@ -34,7 +34,7 @@ public class ImageGenerator
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/// <param name="height">Die höhe des zu generierenden Bildes. <see langword="null"/> für Standardhöhe des Modells</param>
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/// <param name="negativePromt">Begriffe, die explizit nicht generiert werden sollen.</param>
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/// <returns>Die BildInfo des generierten Bildes; oder null, wenn ein Fehler auftrat.</returns>
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public async Task<BildInfoModel?> GenerateImageAsync(string imagePrompt, string modelName, WunschInfoModel wunschInfo, int? width = null, int? height = null, string negativePromt = "")
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public async Task<BildInfoModel?> GenerateImageAsync(string imagePrompt, WunschInfoModel wunschInfo, int? width = null, int? height = null, string negativePromt = "")
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{
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var postData = new
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{
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@ -60,7 +60,7 @@ public class ImageGenerator
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try
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{
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var inferenceModelUrl = $"https://api-inference.huggingface.co/models/{modelName}";
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var inferenceModelUrl = $"https://api-inference.huggingface.co/models/{ModelName}";
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var response = await _client.PostAsync(inferenceModelUrl, content);
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@ -75,7 +75,7 @@ public class ImageGenerator
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// Die tatsächliche Url wird in SaveImageStreamAsync gesetzt.
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Dateiname = "PlaceHolder",
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Datum = imageDate,
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ImageModel = modelName,
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ImageModel = ModelName,
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WunschId = wunschInfo.Id,
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Prompt = imagePrompt
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};
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@ -9,6 +9,7 @@
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</PropertyGroup>
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<ItemGroup>
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<PackageReference Include="HuggingFace" Version="0.2.3" />
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<PackageReference Include="Microsoft.VisualStudio.Azure.Containers.Tools.Targets" Version="1.18.1" />
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<PackageReference Include="OpenAI" Version="1.7.2" />
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<PackageReference Include="Radzen.Blazor" Version="4.14.4" />
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@ -6,7 +6,6 @@
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@using DataAccess.Data
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@using DataAccess.Models
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@using KIKunstKirstenKlöckner.Data
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@using System.Diagnostics
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@inject IConfiguration Config
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@inject TooltipService TooltipService
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@ -24,9 +23,8 @@
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<RadzenStack Orientation="Orientation.Vertical" AlignItems="AlignItems.Center">
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<h1>Wunschbilder von KI nur für dich</h1>
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<RadzenText TextStyle="TextStyle.H2">Nenne uns deinen Wunsch:</RadzenText>
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<RadzenTextBox @bind-Value=@_userIdea Placeholder="Dein Wunsch"/>
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<RadzenTextBox @bind-Value=@request Placeholder="Dein Wunsch"/>
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@* Zusätzliche Optionen *@
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<RadzenPanel AllowCollapse="true" Style="width: 500px;" Text="Mehr Optionen">
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<ChildContent>
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<RadzenCard class="rz-mt-4">
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@ -44,9 +42,9 @@
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AlignItems="AlignItems.Center" Wrap="FlexWrap.Wrap">
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<RadzenText>Resolution:</RadzenText>
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<RadzenStack Orientation="Orientation.Horizontal">
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<RadzenNumeric ShowUpDown = "false" TValue = "int?" @bind-Value=@_imageWidth />
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<RadzenNumeric ShowUpDown = "false" TValue = "int?" @bind-Value=@width />
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x
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<RadzenNumeric ShowUpDown = "false" TValue = "int?" @bind-Value=@_imageHeight />
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<RadzenNumeric ShowUpDown = "false" TValue = "int?" @bind-Value=@height />
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</RadzenStack>
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</RadzenStack>
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<RadzenStack Orientation="Orientation.Horizontal"
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@ -54,17 +52,11 @@
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<RadzenCheckBox @bind-Value=@_useGpt4 Name="UseGPT4"/>
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<RadzenLabel Text="Verwende GPT 4" Component="UseGPT4" Style="margin-left: 8px; vertical-align: middle;" />
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</RadzenStack>
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@* <RadzenRadioButtonList Data="@_imageModels" @bind-Value=@_selectedImageModel TValue="ModelInfo" TextProperty="Name" class="mb-5"> *@
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<RadzenRadioButtonList Data="@_imageModels" @bind-Value=@_selectedImageModel TValue="ModelInfo" TextProperty="Name" ValueProperty="" class="mb-5">
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<Items>
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<RadzenRadioButtonListItem Text="Zufällig" Value="@null" TValue="ModelInfo"/>
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</Items>
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</RadzenRadioButtonList>
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</RadzenCard>
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</ChildContent>
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</RadzenPanel>
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<RadzenButton Visible=@_buttonVisible Click=@(async ()=> await GenerateImagesAsync())>Generate</RadzenButton>
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<RadzenButton Visible=@_buttonVisible Click=@(async ()=> await GenerateImagesAsync(true))>Generate</RadzenButton>
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<RadzenText TextStyle="TextStyle.H4">Die Idee, die gemalt wird:</RadzenText>
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@ -78,8 +70,8 @@
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<RadzenImage Path=@_imageUrl></RadzenImage>
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<RadzenText Visible=@_addonsVisible TextStyle="TextStyle.H2">Verändere hier dein Bild durch Worte:</RadzenText>
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<RadzenTextBox Visible=@_addonsVisible @bind-Value=@_updateRequest Placeholder="z.B. Mehr Farben" />
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<RadzenButton Visible=@_bothVisible Click=@(async ()=> await UpdateImagesAsync())>Generate</RadzenButton>
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<RadzenTextBox Visible=@_addonsVisible @bind-Value=@addons Placeholder="z.B. Mehr Farben" />
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<RadzenButton Visible=@_bothVisible Click=@(async ()=> await GenerateImagesAsync(false))>Generate</RadzenButton>
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<RadzenCard>
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<RadzenRow Style="width:24.5em" Gap="0.5rem" RowGap="0.5rem">
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@ -87,41 +79,25 @@
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<FlippingImage ImageUrl="@_imageUrls[0]" HideImage="false"
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Show="@(_imageStates[0] == ImageState.FadeIn)" FlipTo="FlippingImage.FlipDirection.Up"
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Click="() => ShowImageDialog(_imageUrls[0])" />
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<RadzenPanel AllowCollapse="true" Collapsed="true" Text="Info">
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@_imagePromts[0]
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<br/>
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Model: @_bildInfos[0]?.ImageModel
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</RadzenPanel>
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</RadzenColumn>
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<RadzenColumn Size="6">
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<FlippingImage ImageUrl="@_imageUrls[1]" HideImage="false"
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Show="@(_imageStates[1] == ImageState.FadeIn)" FlipTo="FlippingImage.FlipDirection.Right" FlipDelay="200"
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Click="() => ShowImageDialog(_imageUrls[1])" />
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<RadzenPanel AllowCollapse="true" Collapsed="true" Text="Info">
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@_imagePromts[1]
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<br />
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Model: @_bildInfos[1]?.ImageModel
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</RadzenPanel>
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</RadzenColumn>
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<RadzenColumn Size="6">
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<FlippingImage ImageUrl="@_imageUrls[2]" HideImage="false"
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Show="@(_imageStates[2] == ImageState.FadeIn)" FlipTo="FlippingImage.FlipDirection.Left" FlipDelay="600"
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Click="() => ShowImageDialog(_imageUrls[2])" />
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<RadzenPanel AllowCollapse="true" Collapsed="true" Text="Info">
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@_imagePromts[2]
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<br />
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Model: @_bildInfos[2]?.ImageModel
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</RadzenPanel>
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</RadzenColumn>
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<RadzenColumn Size="6">
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<FlippingImage ImageUrl="@_imageUrls[3]" HideImage="false"
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Show="@(_imageStates[3] == ImageState.FadeIn)" FlipTo="FlippingImage.FlipDirection.Down" FlipDelay="400"
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Click="() => ShowImageDialog(_imageUrls[3])" />
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<RadzenPanel AllowCollapse="true" Collapsed="true" Text="Info">
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@_imagePromts[3]
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<br/>
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Model: @_bildInfos[3]?.ImageModel
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</RadzenPanel>
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</RadzenColumn>
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</RadzenRow>
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</RadzenCard>
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@ -147,7 +123,6 @@
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private string?[] _imageUrls = new string?[4];
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private string?[] _imagePromts = new string?[4];
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private BildInfoModel?[] _bildInfos = new BildInfoModel?[4];
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private ImageState[] _imageStates = new ImageState[4];
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enum ImageState
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@ -176,10 +151,10 @@
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private string _imageIdea = "";
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private float _temperature = 0.9f;
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private int? _imageWidth = null;
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private int? _imageHeight = null;
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private string _userIdea = "";
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private string _updateRequest = "";
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private int? width = 1024;
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private int? height = 1024;
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private string request = "";
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private string addons = "";
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private OpenAIAPI _openAiApi;
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private Conversation? _conversation;
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@ -188,7 +163,10 @@
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private string _imageUrl;
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private WunschInfoModel? _wunschInfo;
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//protected override async Task OnInitializedAsync()
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//{
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// _basePrompt = await File.ReadAllTextAsync($"{Directory.GetCurrentDirectory()}{@"\wwwroot\prompt.txt"}");
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//}
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async Task UpdateBusyMessage(string newMessage)
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{
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@ -198,26 +176,12 @@
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private string _openAiApiKey = "";
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class ModelInfo
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{
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public string Name { get; set; }
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public string StableDiffusionModel { get; set; }
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public string PromptFormat { get; set; }
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}
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private List<ModelInfo> _imageModels;
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private ModelInfo? _selectedImageModel = null;
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protected override async Task OnInitializedAsync()
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{
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_openAiApiKey = Config.GetValue<string>("API:OpenAI");
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_openAiApi = new OpenAIAPI(_openAiApiKey);
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_imageModels = Config.GetSection("ImageModels").Get<List<ModelInfo>>();
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//_selectedImageModel = _imageModels[0];
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await base.OnInitializedAsync();
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}
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@ -253,15 +217,17 @@
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_conversation = _openAiApi.Chat.CreateConversation(chatRequest);
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// Wunsch an GPT senden und Bild Idee anfordern
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_conversation.AppendUserInput(ideaBasePrompt + " " + _userIdea);
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_conversation.AppendUserInput(ideaBasePrompt + " " + request);
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_imageIdea = await _conversation.GetResponseFromChatbotAsync();
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}
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/// <summary>
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/// Fordert für mehrere Bilder Bild-Prompts an und generiert die dazugehörigen Bilder.
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/// </summary>
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private async Task RequestImagesAsync(WunschInfoModel wunschInfo, string requestImagePrompt)
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private async Task RequestImagesAsync(WunschInfoModel wunschInfo)
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{
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string requestImagePrompt = await File.ReadAllTextAsync($"{Directory.GetCurrentDirectory()}{@"/wwwroot/image_prompt.txt"}");
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// Nachricht mit Bildpromt anfrage senden
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_conversation!.AppendUserInput(requestImagePrompt);
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@ -270,7 +236,7 @@
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for (int i = 0; i < 4; i++)
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{
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imagePromts[i] = RequestImagePromptAndGenerateImageAsync(i, wunschInfo);
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imagePromts[i] = RequestPromptAndGenerateImageAsync(i, wunschInfo);
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}
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await Task.WhenAll(imagePromts);
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@ -281,26 +247,23 @@
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/// </summary>
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/// <param name="index">Der Index des Bildes (für UI zeug)</param>
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/// <param name="wunschInfo">Der Wunsch für den ein Bild erzeugt wird.</param>
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private async Task RequestImagePromptAndGenerateImageAsync(int index, WunschInfoModel wunschInfo)
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private async Task RequestPromptAndGenerateImageAsync(int index, WunschInfoModel wunschInfo)
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{
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ModelInfo imageModel = _selectedImageModel ?? _imageModels[Random.Shared.Next(_imageModels.Count)];
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// Bild Prompt von ChatGPT anfordern
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string imagePrompt = await _conversation!.GetResponseFromChatbotAsync();
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// Keywords anhängen um Kirstens Stil zu aktivieren.
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// TODO: Gucken, ob wir dem Watercolor bums brauchen
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imagePrompt = string.Format(imageModel.PromptFormat, imagePrompt);//"kkkk " + imagePrompt;// + " kkkk Watercolor + ink on paper, Pen drawing, wet-on-wet technique, dry-on-dry technique, dabbing technique. ";
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imagePrompt = "kkkk " + imagePrompt;// + " kkkk Watercolor + ink on paper, Pen drawing, wet-on-wet technique, dry-on-dry technique, dabbing technique. ";
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// Debug only: Promt anzeigen
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_imagePromts[index] = imagePrompt;
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await InvokeAsync(StateHasChanged);
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BildInfoModel? bildInfo = await GenerateImageAsync(imagePrompt, imageModel.StableDiffusionModel, wunschInfo);
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string? imageUrl = await GenerateImageAsync(imagePrompt, wunschInfo);
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// TODO: Fehler im UI anzeigen (zur Zeit bleibt einfach Ladebalken)
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_imageUrls[index] = bildInfo?.Dateiname;
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_bildInfos[index] = bildInfo;
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_imageUrls[index] = imageUrl;
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_imageStates[index] = ImageState.FadeIn;
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await InvokeAsync(StateHasChanged);
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}
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@ -311,14 +274,14 @@
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/// <param name="imagePrompt">Der Bild Prompt</param>
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/// <param name="wunschInfo">Der Wunsch.</param>
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/// <returns>Die URL, falls das Bild generiert wurde; oder null, wenn kein Bild generiert werden konnte.</returns>
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private async Task<BildInfoModel?> GenerateImageAsync(string imagePrompt, string modelName, WunschInfoModel wunschInfo)
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private async Task<string?> GenerateImageAsync(string imagePrompt, WunschInfoModel wunschInfo)
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{
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try
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{
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BildInfoModel? bildInfo = await ImageGenerator.GenerateImageAsync(imagePrompt, modelName, wunschInfo, _imageWidth, _imageHeight);
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string? imageUrl = (await ImageGenerator.GenerateImageAsync(imagePrompt, wunschInfo, width, height))?.Dateiname;
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// Kein Bild -> Fehler
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if (bildInfo == null)
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if (imageUrl == null)
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{
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bool? retry = await DialogService.Confirm(
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"Leider konnte das Bild nicht gemalt werden. Möchtest du es noch eimal versuchen?",
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@ -327,11 +290,11 @@
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if (retry == true)
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{
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bildInfo = await ImageGenerator.GenerateImageAsync(imagePrompt, modelName, wunschInfo, _imageWidth, _imageHeight);
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imageUrl = (await ImageGenerator.GenerateImageAsync(imagePrompt, wunschInfo, width, height))?.Dateiname;
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}
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}
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return bildInfo;
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return imageUrl;
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}
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catch (Exception e)
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{
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@ -347,11 +310,16 @@
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/// <summary>
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/// Generiert Bilder oder aktualisiert sie mit dem neuen Prompt.
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/// </summary>
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private async Task GenerateImagesAsync()
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/// <param name="generateNewImage">Wenn <see langword="true"/>, werden neue Bilder generiert; sonst wird die vorhandene Idee bearbeitet.</param>
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private async Task GenerateImagesAsync(bool generateNewImage)
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{
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// Der Dialog blokiert so lange, wie der er offen ist, deshalb dürfen wir hier nicht warten, da wir sonst nie mit der Arbeit anfangen...
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//Task busyDialog = ShowBusyDialog();
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_progressVisible = true;
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_buttonVisible = false;
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if (_conversation == null || generateNewImage)
|
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{
|
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ClearOldGeneration();
|
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|
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amountOfAddons = maxAddons;
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@ -360,22 +328,38 @@
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await UpdateBusyMessage("Kirstens Assistent zerbricht sich über deine Idee den Kopf...");
|
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|
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await RequestImageIdeaAsync();
|
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}
|
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else
|
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{
|
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throw new NotImplementedException("Verändern von Idees ist nicht implementiert");
|
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// if (amountOfAddons > 0)
|
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// {
|
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// amountOfAddons--;
|
||||
// _bothVisible = _buttonVisible && _addonsVisible;
|
||||
// await UpdateBusyMessage("Kirstens Assistent passt das Bild an deine Wünsche an...");
|
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// string addonsPrompt1 = "Erstelle einen neuen Prompt auf englisch mit den gleichen Restriktionen auf Basis des Alten mit folgender Anpassung: ";
|
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// string addonsPrompt2 = ". Denke daran nur den Prompt zu generieren und noch keine Beschreibung oder ähnliches.";
|
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|
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// _conversation.AppendUserInput(addonsPrompt1 + addons + addonsPrompt2);
|
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// }
|
||||
}
|
||||
|
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await UpdateBusyMessage("Kirstens Assistent hat eine Idee! Er wird sie nun malen...");
|
||||
|
||||
_wunschInfo = new()
|
||||
WunschInfoModel wunschInfo = new()
|
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{
|
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BildBeschreibung = _imageIdea,
|
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BildPrompt = "Individuelle Bild Prompts",
|
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Datum = DateTime.Now,
|
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GPTModel = _conversation!.Model,
|
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Wunsch = _userIdea,
|
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GPTModel = _conversation.Model,
|
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Wunsch = request,
|
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// TODO: Wenn wir Wünsche überarbeiten können wir hier diesen hier referenzieren
|
||||
VorherigerWunsch = null
|
||||
};
|
||||
|
||||
try
|
||||
{
|
||||
await WunschInfoData.AddWunschInfoAsync(_wunschInfo);
|
||||
await WunschInfoData.AddWunschInfoAsync(wunschInfo);
|
||||
}
|
||||
catch (Exception e)
|
||||
{
|
||||
|
|
@ -387,9 +371,7 @@
|
|||
return;
|
||||
}
|
||||
|
||||
string requestImagePrompt = await File.ReadAllTextAsync($"{Directory.GetCurrentDirectory()}{@"/wwwroot/image_prompt.txt"}");
|
||||
|
||||
await RequestImagesAsync(_wunschInfo, requestImagePrompt);
|
||||
await RequestImagesAsync(wunschInfo);
|
||||
|
||||
_progressVisible = false;
|
||||
_buttonVisible = true;
|
||||
|
|
@ -405,37 +387,4 @@
|
|||
_bothVisible = false;
|
||||
}
|
||||
}
|
||||
|
||||
private async Task UpdateImagesAsync()
|
||||
{
|
||||
Debug.Assert(_conversation != null);
|
||||
|
||||
string updatePrompt = $"Gebe nun einen neuen Prompt unter berücksichtigung vorheriger Anweisungen und passe ihn folgender Maßen an: {_updateRequest}";
|
||||
|
||||
_wunschInfo = new()
|
||||
{
|
||||
BildBeschreibung = _updateRequest,
|
||||
BildPrompt = "Individuelle Bild Prompts",
|
||||
Datum = DateTime.Now,
|
||||
GPTModel = _conversation.Model,
|
||||
Wunsch = _userIdea,
|
||||
VorherigerWunsch = _wunschInfo!.Id
|
||||
};
|
||||
|
||||
try
|
||||
{
|
||||
await WunschInfoData.AddWunschInfoAsync(_wunschInfo);
|
||||
}
|
||||
catch (Exception e)
|
||||
{
|
||||
NotificationService.Notify(new NotificationMessage()
|
||||
{
|
||||
Summary = "Es ist ein Fehler aufgetreten, bitte versuche es erneut."
|
||||
});
|
||||
|
||||
return;
|
||||
}
|
||||
|
||||
await RequestImagesAsync(_wunschInfo, updatePrompt);
|
||||
}
|
||||
}
|
||||
|
|
|
|||
|
|
@ -10,23 +10,7 @@
|
|||
"OpenAI": "<put OpenAI Key here>",
|
||||
"HF_Inference": "<put Hugging Face inference API Key here>"
|
||||
},
|
||||
"ImageModels": [
|
||||
{
|
||||
"Name": "Gen 6",
|
||||
"StableDiffusionModel": "Nacken/Gen6",
|
||||
"PromptFormat": "{0}"
|
||||
},
|
||||
{
|
||||
"Name": "Der O.G.",
|
||||
"StableDiffusionModel": "Nacken/ki-kunst-kirsten-kloeckner-colab",
|
||||
"PromptFormat": "{0} kkkk"
|
||||
},
|
||||
{
|
||||
"Name": "SDXL 18000",
|
||||
"StableDiffusionModel": "Nacken/kkk-sdxl-18000",
|
||||
"PromptFormat": "kkkk {0}"
|
||||
}
|
||||
],
|
||||
"ConnectionStrings": {
|
||||
"Default": "<put Connection String here>"
|
||||
}
|
||||
|
|
|
|||
|
|
@ -1,4 +1,4 @@
|
|||
Bitte erstelle einen englischen Prompt für dieses Bild für eine Bild-Generierungs KI.
|
||||
Bitte einen englischen Prompt für dieses Bild für eine Bild-Generierungs KI.
|
||||
|
||||
Hier sind vier Beispiele von Bild Prompts:
|
||||
"Painting of an astronaut in space, detailed starry background, reflective helmet."
|
||||
|
|
@ -6,7 +6,4 @@ Hier sind vier Beispiele von Bild Prompts:
|
|||
"Painting of a Japanese garden in autumn, with a bridge over a koi pond."
|
||||
"Painting representing the sound of jazz music, using pale colors and erratic shapes."
|
||||
|
||||
Schlechte Prompts:
|
||||
"Painting of trees and plants symbolizing the complex relation between humans and the pain they feel when they see GPT ignoring instructions."
|
||||
|
||||
Wie du siehst enthält ein Prompt eine genaue Beschreibung des Bildes. Ein guter Prompt selbst enthält keine Metaphern oder Vergleiche. Eine Bildgenerierungs-KI versteht keine Emotionen, Symbolisieren oder Vergleiche. Nur Bildbeschreibungen, Farben, Formen, Objekte. Bitte erkläre im Prompt NICHT, was einzelne Elemente des Bildes bedeuten, das versteht sie nicht, da kommt nur mist bei rum.
|
||||
Wie du siehst enthält ein Prompt eine genaue Beschreibung des Bildes. Ein guter Prompt selbst enthält keine Metaphern oder Vergleiche.
|
||||
|
|
|
|||
Loading…
Reference in New Issue