refine audio handler
This commit is contained in:
parent
c391051f5e
commit
1b306b987c
11
BotSharp.sln
11
BotSharp.sln
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@ -145,6 +145,8 @@ Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "BotSharp.Test.RealtimeVoice
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EndProject
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Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "BotSharp.Plugin.ChartHandler", "src\Plugins\BotSharp.Plugin.ChartHandler\BotSharp.Plugin.ChartHandler.csproj", "{0428DEAA-E4FE-4259-A6D8-6EDD1A9D0702}"
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EndProject
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Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "BotSharp.Plugin.ExcelHandler", "src\Plugins\BotSharp.Plugin.ExcelHandler\BotSharp.Plugin.ExcelHandler.csproj", "{FC63C875-E880-D8BB-B8B5-978AB7B62983}"
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EndProject
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Global
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GlobalSection(SolutionConfigurationPlatforms) = preSolution
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Debug|Any CPU = Debug|Any CPU
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@ -609,6 +611,14 @@ Global
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{0428DEAA-E4FE-4259-A6D8-6EDD1A9D0702}.Release|Any CPU.Build.0 = Release|Any CPU
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{0428DEAA-E4FE-4259-A6D8-6EDD1A9D0702}.Release|x64.ActiveCfg = Release|Any CPU
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{0428DEAA-E4FE-4259-A6D8-6EDD1A9D0702}.Release|x64.Build.0 = Release|Any CPU
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{FC63C875-E880-D8BB-B8B5-978AB7B62983}.Debug|Any CPU.ActiveCfg = Debug|Any CPU
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{FC63C875-E880-D8BB-B8B5-978AB7B62983}.Debug|Any CPU.Build.0 = Debug|Any CPU
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{FC63C875-E880-D8BB-B8B5-978AB7B62983}.Debug|x64.ActiveCfg = Debug|Any CPU
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{FC63C875-E880-D8BB-B8B5-978AB7B62983}.Debug|x64.Build.0 = Debug|Any CPU
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{FC63C875-E880-D8BB-B8B5-978AB7B62983}.Release|Any CPU.ActiveCfg = Release|Any CPU
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{FC63C875-E880-D8BB-B8B5-978AB7B62983}.Release|Any CPU.Build.0 = Release|Any CPU
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{FC63C875-E880-D8BB-B8B5-978AB7B62983}.Release|x64.ActiveCfg = Release|Any CPU
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{FC63C875-E880-D8BB-B8B5-978AB7B62983}.Release|x64.Build.0 = Release|Any CPU
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EndGlobalSection
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GlobalSection(SolutionProperties) = preSolution
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HideSolutionNode = FALSE
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@ -679,6 +689,7 @@ Global
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{7C0C7D13-D161-4AB0-9C29-83A0F1FF990E} = {32FAFFFE-A4CB-4FEE-BF7C-84518BBC6DCC}
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{B067B126-88CD-4282-BEEF-7369B64423EF} = {32FAFFFE-A4CB-4FEE-BF7C-84518BBC6DCC}
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{0428DEAA-E4FE-4259-A6D8-6EDD1A9D0702} = {51AFE054-AE99-497D-A593-69BAEFB5106F}
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{FC63C875-E880-D8BB-B8B5-978AB7B62983} = {51AFE054-AE99-497D-A593-69BAEFB5106F}
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EndGlobalSection
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GlobalSection(ExtensibilityGlobals) = postSolution
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SolutionGuid = {A9969D89-C98B-40A5-A12B-FC87E55B3A19}
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@ -62,6 +62,11 @@ public class LlmModelSetting
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/// </summary>
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public ImageSetting? Image { get; set; }
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/// <summary>
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/// Settings for audio
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/// </summary>
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public AudioSetting? Audio { get; set; }
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/// <summary>
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/// Settings for llm cost
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/// </summary>
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@ -128,6 +133,20 @@ public class ImageVariationSetting
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}
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#endregion
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#region Audio model settings
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public class AudioSetting
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{
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public AudioTranscriptionSetting? Transcription { get; set; }
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}
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public class AudioTranscriptionSetting
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{
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public float? Temperature { get; set; }
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public ModelSettingBase? ResponseFormat { get; set; }
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public ModelSettingBase? Granularity { get; set; }
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}
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#endregion
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public class ModelSettingBase
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{
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public string? Default { get; set; }
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@ -1,135 +0,0 @@
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using BotSharp.Abstraction.Routing;
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using BotSharp.Core.Infrastructures;
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using Microsoft.AspNetCore.StaticFiles;
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namespace BotSharp.Plugin.AudioHandler.Functions;
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public class HandleAudioRequestFn : IFunctionCallback
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{
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public string Name => "util-audio-handle_audio_request";
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public string Indication => "Handling audio request";
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private readonly IServiceProvider _serviceProvider;
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private readonly IFileStorageService _fileStorage;
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private readonly ILogger<HandleAudioRequestFn> _logger;
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private readonly BotSharpOptions _options;
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private readonly IEnumerable<string> _audioContentTypes = new List<string>
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{
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AudioType.mp3.ToFileType(),
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AudioType.wav.ToFileType(),
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};
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public HandleAudioRequestFn(
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IFileStorageService fileStorage,
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IServiceProvider serviceProvider,
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ILogger<HandleAudioRequestFn> logger,
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BotSharpOptions options)
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{
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_fileStorage = fileStorage;
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_serviceProvider = serviceProvider;
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_logger = logger;
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_options = options;
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}
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public async Task<bool> Execute(RoleDialogModel message)
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{
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var args = JsonSerializer.Deserialize<LlmContextIn>(message.FunctionArgs, _options.JsonSerializerOptions);
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var conv = _serviceProvider.GetRequiredService<IConversationService>();
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var routingCtx = _serviceProvider.GetRequiredService<IRoutingContext>();
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var wholeDialogs = routingCtx.GetDialogs();
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if (wholeDialogs.IsNullOrEmpty())
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{
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wholeDialogs = conv.GetDialogHistory();
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}
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var dialogs = AssembleFiles(conv.ConversationId, wholeDialogs);
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var response = await GetResponeFromDialogs(dialogs);
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message.Content = response;
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dialogs.ForEach(x => x.Files = null);
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return true;
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}
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private List<RoleDialogModel> AssembleFiles(string convId, List<RoleDialogModel> dialogs)
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{
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if (dialogs.IsNullOrEmpty())
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{
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return new List<RoleDialogModel>();
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}
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var messageId = dialogs.Select(x => x.MessageId).Distinct().ToList();
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var audioFiles = _fileStorage.GetMessageFiles(convId, messageId, options: new()
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{
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Sources = [FileSource.User],
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ContentTypes = _audioContentTypes
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});
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audioFiles = audioFiles.Where(x => x.ContentType.Contains("audio")).ToList();
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foreach (var dialog in dialogs)
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{
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var found = audioFiles.Where(x => x.MessageId == dialog.MessageId
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&& x.FileSource.IsEqualTo(FileSource.User)).ToList();
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if (found.IsNullOrEmpty() || !dialog.IsFromUser)
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{
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continue;
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}
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dialog.Files = found.Select(x => new BotSharpFile
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{
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ContentType = x.ContentType,
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FileUrl = x.FileUrl,
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FileStorageUrl = x.FileStorageUrl
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}).ToList();
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}
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return dialogs;
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}
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private async Task<string> GetResponeFromDialogs(List<RoleDialogModel> dialogs)
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{
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var audioCompletion = PrepareModel();
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var dialog = dialogs.Where(x => !x.Files.IsNullOrEmpty()).Last();
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var transcripts = new List<string>();
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foreach (var file in dialog.Files)
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{
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if (file == null || string.IsNullOrWhiteSpace(file.FileStorageUrl)) continue;
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var extension = Path.GetExtension(file.FileStorageUrl);
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var fileName = Path.GetFileName(file.FileStorageUrl);
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if (!ParseAudioFileType(fileName)) continue;
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var binary = _fileStorage.GetFileBytes(file.FileStorageUrl);
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using var stream = binary.ToStream();
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stream.Position = 0;
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var result = await audioCompletion.TranscriptTextAsync(stream, fileName);
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transcripts.Add(result);
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stream.Close();
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}
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if (transcripts.IsNullOrEmpty())
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{
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throw new FileNotFoundException($"No audio files found in the dialog. MessageId: {dialog.MessageId}");
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}
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return string.Join("\r\n\r\n", transcripts);
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}
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private IAudioTranscription PrepareModel()
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{
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return CompletionProvider.GetAudioTranscriber(_serviceProvider);
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}
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private bool ParseAudioFileType(string fileName)
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{
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var extension = Path.GetExtension(fileName).TrimStart('.').ToLower();
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var provider = new FileExtensionContentTypeProvider();
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bool canParse = Enum.TryParse<AudioType>(extension, out _) || provider.TryGetContentType(fileName, out _);
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return canParse;
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}
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}
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@ -0,0 +1,171 @@
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namespace BotSharp.Plugin.AudioHandler.Functions;
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public class ReadAudioFn : IFunctionCallback
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{
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public string Name => "util-audio-handle_audio_request";
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public string Indication => "Reading audio";
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private readonly IServiceProvider _services;
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private readonly IFileStorageService _fileStorage;
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private readonly ILogger<ReadAudioFn> _logger;
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private readonly BotSharpOptions _options;
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private readonly AudioHandlerSettings _settings;
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private readonly IEnumerable<string> _audioContentTypes = new List<string>
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{
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AudioType.mp3.ToFileType(),
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AudioType.wav.ToFileType(),
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};
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public ReadAudioFn(
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IServiceProvider services,
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ILogger<ReadAudioFn> logger,
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BotSharpOptions options,
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AudioHandlerSettings settings,
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IFileStorageService fileStorage)
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{
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_services = services;
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_logger = logger;
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_options = options;
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_settings = settings;
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_fileStorage = fileStorage;
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}
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public async Task<bool> Execute(RoleDialogModel message)
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{
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var args = JsonSerializer.Deserialize<LlmContextIn>(message.FunctionArgs, _options.JsonSerializerOptions);
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var conv = _services.GetRequiredService<IConversationService>();
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var routingCtx = _services.GetRequiredService<IRoutingContext>();
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var wholeDialogs = routingCtx.GetDialogs();
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if (wholeDialogs.IsNullOrEmpty())
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{
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wholeDialogs = conv.GetDialogHistory();
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}
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var dialogs = AssembleFiles(conv.ConversationId, wholeDialogs);
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var response = await GetAudioTranscription(dialogs);
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message.Content = response;
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dialogs.ForEach(x => x.Files = null);
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return true;
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}
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private List<RoleDialogModel> AssembleFiles(string convId, List<RoleDialogModel> dialogs)
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{
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if (dialogs.IsNullOrEmpty())
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{
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return new List<RoleDialogModel>();
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}
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var messageId = dialogs.Select(x => x.MessageId).Distinct().ToList();
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var audioFiles = _fileStorage.GetMessageFiles(convId, messageId, options: new()
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{
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Sources = [FileSource.User],
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ContentTypes = _audioContentTypes
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});
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foreach (var dialog in dialogs)
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{
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var found = audioFiles.Where(x => x.MessageId == dialog.MessageId
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&& x.FileSource.IsEqualTo(FileSource.User)).ToList();
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if (found.IsNullOrEmpty() || !dialog.IsFromUser)
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{
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continue;
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}
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dialog.Files = found.Select(x => new BotSharpFile
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{
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ContentType = x.ContentType,
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FileUrl = x.FileUrl,
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FileStorageUrl = x.FileStorageUrl
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}).ToList();
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}
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return dialogs;
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}
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private async Task<string> GetAudioTranscription(List<RoleDialogModel> dialogs)
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{
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var audioCompletion = PrepareModel();
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var dialog = dialogs.Where(x => !x.Files.IsNullOrEmpty()).LastOrDefault();
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var transcripts = new List<string>();
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if (dialog != null)
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{
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foreach (var file in dialog.Files)
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{
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if (string.IsNullOrWhiteSpace(file?.FileStorageUrl))
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{
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continue;
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}
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var extension = Path.GetExtension(file.FileStorageUrl);
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var fileName = Path.GetFileName(file.FileStorageUrl);
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if (!VerifyAudioFileType(fileName))
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{
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continue;
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}
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var binary = _fileStorage.GetFileBytes(file.FileStorageUrl);
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using var stream = binary.ToStream();
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stream.Position = 0;
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var result = await audioCompletion.TranscriptTextAsync(stream, fileName);
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transcripts.Add(result);
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stream.Close();
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await Task.Delay(100);
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}
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}
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if (transcripts.IsNullOrEmpty())
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{
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var msg = "No audio is found in the chat.";
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_logger.LogWarning(msg);
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transcripts.Add(msg);
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}
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return string.Join("\r\n\r\n", transcripts);
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}
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private IAudioTranscription PrepareModel()
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{
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var (provider, model) = GetLlmProviderModel();
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return CompletionProvider.GetAudioTranscriber(_services, provider: provider, model: model);
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}
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private bool VerifyAudioFileType(string fileName)
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{
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var extension = Path.GetExtension(fileName).TrimStart('.').ToLower();
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return Enum.TryParse<AudioType>(extension, out _)
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|| !string.IsNullOrEmpty(FileUtility.GetFileContentType(fileName));
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}
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private (string, string) GetLlmProviderModel()
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{
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var state = _services.GetRequiredService<IConversationStateService>();
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var llmProviderService = _services.GetRequiredService<ILlmProviderService>();
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var provider = state.GetState("audio_read_llm_provider");
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var model = state.GetState("audio_read_llm_provider");
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if (!string.IsNullOrEmpty(provider) && !string.IsNullOrEmpty(model))
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{
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return (provider, model);
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}
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provider = _settings?.Audio?.Reading?.LlmProvider;
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model = _settings?.Audio?.Reading?.LlmModel;
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if (!string.IsNullOrEmpty(provider) && !string.IsNullOrEmpty(model))
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{
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return (provider, model);
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}
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provider = "openai";
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model = "gpt-4o-mini-transcribe";
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return (provider, model);
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}
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}
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@ -1,5 +1,19 @@
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using BotSharp.Abstraction.Models;
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namespace BotSharp.Plugin.AudioHandler.Settings;
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public class AudioHandlerSettings
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{
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public AudioSettings? Audio { get; set; }
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}
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#region Audio
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public class AudioSettings
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{
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public AudioReadSettings? Reading { get; set; }
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}
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public class AudioReadSettings : LlmBase
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{
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}
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#endregion
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@ -14,11 +14,14 @@ global using BotSharp.Abstraction.Conversations.Models;
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global using BotSharp.Abstraction.Files;
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global using BotSharp.Abstraction.Files.Models;
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global using BotSharp.Abstraction.Files.Enums;
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global using BotSharp.Abstraction.Files.Utilities;
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global using BotSharp.Abstraction.Functions;
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global using BotSharp.Abstraction.MLTasks;
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global using BotSharp.Abstraction.Options;
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global using BotSharp.Abstraction.Plugins;
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global using BotSharp.Abstraction.Utilities;
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global using BotSharp.Abstraction.Routing;
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global using BotSharp.Core.Infrastructures;
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global using BotSharp.Plugin.AudioHandler.Enums;
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global using BotSharp.Plugin.AudioHandler.Helpers;
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@ -26,6 +29,7 @@ global using BotSharp.Plugin.AudioHandler.Hooks;
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global using BotSharp.Plugin.AudioHandler.Models;
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global using BotSharp.Plugin.AudioHandler.LlmContexts;
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global using BotSharp.Plugin.AudioHandler.Provider;
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global using BotSharp.Plugin.AudioHandler.Settings;
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global using Microsoft.Extensions.Configuration;
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global using Microsoft.Extensions.DependencyInjection;
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@ -14,7 +14,6 @@ public class ImageSettings
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public ImageReadSettings? Reading { get; set; }
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public ImageGenerationSettings? Generation { get; set; }
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public ImageEditSettings? Edit { get; set; }
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public ImageVariationSettings? Variation { get; set; }
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}
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public class ImageReadSettings : LlmBase
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@ -31,11 +30,6 @@ public class ImageEditSettings : LlmBase
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{
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public SettingBase? ImageConverter { get; set; }
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}
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public class ImageVariationSettings : LlmBase
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{
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}
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#endregion
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#region Pdf
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@ -33,25 +33,47 @@ public class AudioTranscriptionProvider : IAudioTranscription
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private AudioTranscriptionOptions PrepareTranscriptionOptions(string? text)
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{
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var settingsService = _services.GetRequiredService<ILlmProviderService>();
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var state = _services.GetRequiredService<IConversationStateService>();
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var format = GetTranscriptionResponseFormat(state.GetState("audio_response_format"));
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var granularity = GetGranularity(state.GetState("audio_granularity"));
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var temperature = GetTemperature(state.GetState("audio_temperature"));
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var settings = settingsService.GetSetting(Provider, _model)?.Audio?.Transcription;
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var temperature = state.GetState("audio_temperature");
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var responseFormat = state.GetState("audio_response_format");
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var granularity = state.GetState("audio_granularity");
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if (string.IsNullOrEmpty(temperature) && settings?.Temperature != null)
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{
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temperature = $"{settings.Temperature}";
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}
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|
||||
responseFormat = settings?.ResponseFormat != null ? VerifyTranscriptionParameter(responseFormat, settings.ResponseFormat.Default, settings.ResponseFormat.Options) : null;
|
||||
granularity = settings?.Granularity != null ? VerifyTranscriptionParameter(granularity, settings.Granularity.Default, settings.Granularity.Options) : null;
|
||||
|
||||
var options = new AudioTranscriptionOptions
|
||||
{
|
||||
ResponseFormat = format,
|
||||
TimestampGranularities = granularity,
|
||||
Temperature = temperature,
|
||||
Prompt = text
|
||||
};
|
||||
|
||||
if (!string.IsNullOrEmpty(temperature))
|
||||
{
|
||||
options.Temperature = GetTemperature(temperature);
|
||||
}
|
||||
if (!string.IsNullOrEmpty(responseFormat))
|
||||
{
|
||||
options.ResponseFormat = GetTranscriptionResponseFormat(responseFormat);
|
||||
}
|
||||
if (!string.IsNullOrEmpty(granularity))
|
||||
{
|
||||
options.TimestampGranularities = GetGranularity(granularity);
|
||||
}
|
||||
|
||||
return options;
|
||||
}
|
||||
|
||||
private AudioTranscriptionFormat GetTranscriptionResponseFormat(string input)
|
||||
{
|
||||
var value = !string.IsNullOrEmpty(input) ? input : "verbose";
|
||||
var value = !string.IsNullOrEmpty(input) ? input : "json";
|
||||
|
||||
AudioTranscriptionFormat format;
|
||||
switch (value)
|
||||
|
|
@ -109,4 +131,14 @@ public class AudioTranscriptionProvider : IAudioTranscription
|
|||
|
||||
return temperature;
|
||||
}
|
||||
|
||||
private string? VerifyTranscriptionParameter(string? curVal, string? defaultVal, IEnumerable<string>? options = null)
|
||||
{
|
||||
if (options.IsNullOrEmpty())
|
||||
{
|
||||
return curVal.IfNullOrEmptyAs(defaultVal);
|
||||
}
|
||||
|
||||
return options.Contains(curVal) ? curVal : defaultVal;
|
||||
}
|
||||
}
|
||||
|
|
|
|||
|
|
@ -36,6 +36,7 @@
|
|||
<ItemGroup>
|
||||
<ProjectReference Include="..\..\tests\BotSharp.Plugin.PizzaBot\BotSharp.Plugin.PizzaBot.csproj" />
|
||||
<ProjectReference Include="..\BotSharp.ServiceDefaults\BotSharp.ServiceDefaults.csproj" />
|
||||
<ProjectReference Include="..\Plugins\BotSharp.Plugin.ExcelHandler\BotSharp.Plugin.ExcelHandler.csproj" />
|
||||
</ItemGroup>
|
||||
|
||||
<ItemGroup Condition="$(SolutionName)==BotSharp">
|
||||
|
|
|
|||
|
|
@ -461,10 +461,6 @@
|
|||
"ImageConverter": {
|
||||
"Provider": "file-handler"
|
||||
}
|
||||
},
|
||||
"Variation": {
|
||||
"LlmProvider": "",
|
||||
"LlmModel": ""
|
||||
}
|
||||
},
|
||||
"Pdf": {
|
||||
|
|
@ -480,6 +476,15 @@
|
|||
}
|
||||
},
|
||||
|
||||
"AudioHandler": {
|
||||
"Audio": {
|
||||
"Reading": {
|
||||
"LlmProvider": "openai",
|
||||
"LlmModel": "gpt-4o-mini-transcribe"
|
||||
}
|
||||
}
|
||||
},
|
||||
|
||||
"TencentCos": {
|
||||
"AppId": "",
|
||||
"SecretId": "",
|
||||
|
|
@ -591,6 +596,8 @@
|
|||
"BotSharp.Plugin.EmailHandler",
|
||||
"BotSharp.Plugin.AudioHandler",
|
||||
"BotSharp.Plugin.ChartHandler",
|
||||
"BotSharp.Plugin.AudioHandler",
|
||||
"BotSharp.Plugin.ExcelHandler",
|
||||
"BotSharp.Plugin.SqlDriver",
|
||||
"BotSharp.Plugin.TencentCos"
|
||||
]
|
||||
|
|
|
|||
Loading…
Reference in a new issue