From 77fcb7873063a556ba52122a63606bd49e2ddc10 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Thu, 19 Sep 2024 10:27:41 +0400 Subject: [PATCH 01/79] add Microsoft.Extensions.Logging --- src/Mscc.GenerativeAI/Mscc.GenerativeAI.csproj | 1 + 1 file changed, 1 insertion(+) diff --git a/src/Mscc.GenerativeAI/Mscc.GenerativeAI.csproj b/src/Mscc.GenerativeAI/Mscc.GenerativeAI.csproj index ab3ab38..8546dcb 100644 --- a/src/Mscc.GenerativeAI/Mscc.GenerativeAI.csproj +++ b/src/Mscc.GenerativeAI/Mscc.GenerativeAI.csproj @@ -62,6 +62,7 @@ + From fbfd2a82b52a6bf5cee81a9a30b24e0246283fcb Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Thu, 19 Sep 2024 10:28:59 +0400 Subject: [PATCH 02/79] exclude DotSettings --- .gitignore | 1 + 1 file changed, 1 insertion(+) diff --git a/.gitignore b/.gitignore index 07e53ed..c3e7b71 100644 --- a/.gitignore +++ b/.gitignore @@ -396,3 +396,4 @@ FodyWeavers.xsd **/appsettings.Development.json **/client_secret*.json *.p12 +*.DotSettings From 42e704d7293f43f78f152b14e0f706fc2b3ff050 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Thu, 19 Sep 2024 10:29:38 +0400 Subject: [PATCH 03/79] add abstract base class for Logging --- src/Mscc.GenerativeAI/Types/GenerationBase.cs | 19 +++++++++++++++++++ 1 file changed, 19 insertions(+) create mode 100644 src/Mscc.GenerativeAI/Types/GenerationBase.cs diff --git a/src/Mscc.GenerativeAI/Types/GenerationBase.cs b/src/Mscc.GenerativeAI/Types/GenerationBase.cs new file mode 100644 index 0000000..2af9785 --- /dev/null +++ b/src/Mscc.GenerativeAI/Types/GenerationBase.cs @@ -0,0 +1,19 @@ +using Microsoft.Extensions.Logging; +using Microsoft.Extensions.Logging.Abstractions; + +namespace Mscc.GenerativeAI +{ + public abstract class GenerationBase + { + protected ILogger Logger { get; } + + /// + /// + /// + /// Logger instance used for logging (optional) + protected GenerationBase(ILogger? logger) + { + this.Logger = logger ?? NullLogger.Instance; + } + } +} \ No newline at end of file From f9650288515c2d5523d73997886e03d2f066ae20 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Thu, 19 Sep 2024 10:32:56 +0400 Subject: [PATCH 04/79] derive classes from abstract class for logging --- src/Mscc.GenerativeAI/BaseGeneration.cs | 18 +++++++++++++++--- src/Mscc.GenerativeAI/GenerativeModel.cs | 15 +++++++++++---- src/Mscc.GenerativeAI/GoogleAI.cs | 8 +++++--- src/Mscc.GenerativeAI/ImageGenerationModel.cs | 3 ++- src/Mscc.GenerativeAI/ImageTextModel.cs | 3 ++- src/Mscc.GenerativeAI/VertexAI.cs | 8 +++++--- 6 files changed, 40 insertions(+), 15 deletions(-) diff --git a/src/Mscc.GenerativeAI/BaseGeneration.cs b/src/Mscc.GenerativeAI/BaseGeneration.cs index 5286e91..a2d5c4b 100644 --- a/src/Mscc.GenerativeAI/BaseGeneration.cs +++ b/src/Mscc.GenerativeAI/BaseGeneration.cs @@ -10,6 +10,7 @@ using System.Threading; using System.Threading.Tasks; #endif +using Microsoft.Extensions.Logging; using System.Diagnostics; using System.Net; using System.Net.Http.Headers; @@ -18,7 +19,7 @@ namespace Mscc.GenerativeAI { - public abstract class BaseGeneration + public abstract class BaseGeneration : GenerationBase { protected readonly string _region = "us-central1"; protected readonly string _publisher = "google"; @@ -133,7 +134,11 @@ public TimeSpan Timeout set => Client.Timeout = value; } - public BaseGeneration() + /// + /// + /// + /// Logger instance used for logging (optional) + public BaseGeneration(ILogger? logger = null) : base(logger) { _options = DefaultJsonSerializerOptions(); GenerativeAIExtensions.ReadDotEnv(); @@ -151,8 +156,15 @@ public BaseGeneration() _region = Environment.GetEnvironmentVariable("GOOGLE_REGION") ?? _region; } + /// + /// + /// + /// + /// + /// + /// Logger instance used for logging (optional) public BaseGeneration(string? projectId = null, string? region = null, - string? model = null) : this() + string? model = null, ILogger? logger = null) : this(logger) { AccessToken = Environment.GetEnvironmentVariable("GOOGLE_ACCESS_TOKEN") ?? GetAccessTokenFromAdc(); diff --git a/src/Mscc.GenerativeAI/GenerativeModel.cs b/src/Mscc.GenerativeAI/GenerativeModel.cs index 88ea2ef..83ec08e 100644 --- a/src/Mscc.GenerativeAI/GenerativeModel.cs +++ b/src/Mscc.GenerativeAI/GenerativeModel.cs @@ -10,6 +10,7 @@ using System.Threading; using System.Threading.Tasks; #endif +using Microsoft.Extensions.Logging; using System.Diagnostics; using System.Net; using System.Net.Http.Headers; @@ -20,7 +21,7 @@ namespace Mscc.GenerativeAI { - public class GenerativeModel + public class GenerativeModel : GenerationBase { private const string EndpointGoogleAi = "https://generativelanguage.googleapis.com"; private const string UrlGoogleAi = "{endpointGoogleAI}/{version}/{model}:{method}"; @@ -213,12 +214,15 @@ public TimeSpan Timeout set => Client.Timeout = value; } + public GenerativeModel() : this(logger: null) { } + /// /// Initializes a new instance of the class. /// The default constructor attempts to read .env file and environment variables. /// Sets default values, if available. /// - public GenerativeModel() + /// Logger instance used for logging (optional) + public GenerativeModel(ILogger? logger = null) : base(logger) { _options = DefaultJsonSerializerOptions(); GenerativeAIExtensions.ReadDotEnv(); @@ -250,13 +254,15 @@ public GenerativeModel() /// Optional. A list of Tools the model may use to generate the next response. /// Optional. /// Optional. Configuration of tools. + /// Logger instance used for logging (optional) internal GenerativeModel(string? apiKey = null, string? model = null, GenerationConfig? generationConfig = null, List? safetySettings = null, List? tools = null, Content? systemInstruction = null, - ToolConfig? toolConfig = null) : this() + ToolConfig? toolConfig = null, + ILogger? logger = null) : this(logger) { ApiKey = apiKey ?? _apiKey; Model = model ?? _model; @@ -284,7 +290,8 @@ internal GenerativeModel(string? projectId = null, string? region = null, List? safetySettings = null, List? tools = null, Content? systemInstruction = null, - ToolConfig? toolConfig = null) : this() + ToolConfig? toolConfig = null, + ILogger? logger = null) : this(logger) { _useVertexAi = true; AccessToken = Environment.GetEnvironmentVariable("GOOGLE_ACCESS_TOKEN") ?? diff --git a/src/Mscc.GenerativeAI/GoogleAI.cs b/src/Mscc.GenerativeAI/GoogleAI.cs index 66c28ee..1b41dda 100644 --- a/src/Mscc.GenerativeAI/GoogleAI.cs +++ b/src/Mscc.GenerativeAI/GoogleAI.cs @@ -3,6 +3,7 @@ using System.Collections.Generic; using System.Threading.Tasks; #endif +using Microsoft.Extensions.Logging; namespace Mscc.GenerativeAI { @@ -12,7 +13,7 @@ namespace Mscc.GenerativeAI /// /// See Model reference. /// - public sealed class GoogleAI : IGenerativeAI + public sealed class GoogleAI : GenerationBase, IGenerativeAI { private readonly string? _apiKey; private readonly string? _accessToken; @@ -31,7 +32,7 @@ public sealed class GoogleAI : IGenerativeAI /// Optional. Access token provided by OAuth 2.0 or Application Default Credentials (ADC). /// /// - private GoogleAI() + private GoogleAI(ILogger? logger = null) : base(logger) { GenerativeAIExtensions.ReadDotEnv(); _apiKey = Environment.GetEnvironmentVariable("GOOGLE_API_KEY"); @@ -44,7 +45,8 @@ private GoogleAI() /// /// Identifier of the Google Cloud project /// Access token for the Google Cloud project - public GoogleAI(string? apiKey = null, string? accessToken = null) : this() + /// Logger instance used for logging (optional) + public GoogleAI(string? apiKey = null, string? accessToken = null, ILogger? logger = null) : this(logger) { _apiKey ??= apiKey; _accessToken ??= accessToken; diff --git a/src/Mscc.GenerativeAI/ImageGenerationModel.cs b/src/Mscc.GenerativeAI/ImageGenerationModel.cs index 12a742e..b188900 100644 --- a/src/Mscc.GenerativeAI/ImageGenerationModel.cs +++ b/src/Mscc.GenerativeAI/ImageGenerationModel.cs @@ -4,6 +4,7 @@ using System.Threading; using System.Threading.Tasks; #endif +using Microsoft.Extensions.Logging; using System.Text; namespace Mscc.GenerativeAI @@ -26,7 +27,7 @@ public class ImageGenerationModel : BaseGeneration /// The default constructor attempts to read .env file and environment variables. /// Sets default values, if available. /// - public ImageGenerationModel() { } + public ImageGenerationModel(ILogger? logger = null) : base(logger) { } /// /// Initializes a new instance of the class with access to Vertex AI Gemini API. diff --git a/src/Mscc.GenerativeAI/ImageTextModel.cs b/src/Mscc.GenerativeAI/ImageTextModel.cs index 8438874..2271af0 100644 --- a/src/Mscc.GenerativeAI/ImageTextModel.cs +++ b/src/Mscc.GenerativeAI/ImageTextModel.cs @@ -4,6 +4,7 @@ using System.Threading; using System.Threading.Tasks; #endif +using Microsoft.Extensions.Logging; using System.Text; namespace Mscc.GenerativeAI @@ -26,7 +27,7 @@ public class ImageTextModel : BaseGeneration /// The default constructor attempts to read .env file and environment variables. /// Sets default values, if available. /// - public ImageTextModel() { } + public ImageTextModel(ILogger? logger = null) : base(logger) { } /// /// Initializes a new instance of the class with access to Vertex AI Gemini API. diff --git a/src/Mscc.GenerativeAI/VertexAI.cs b/src/Mscc.GenerativeAI/VertexAI.cs index be9dc87..8f9d8f9 100644 --- a/src/Mscc.GenerativeAI/VertexAI.cs +++ b/src/Mscc.GenerativeAI/VertexAI.cs @@ -3,6 +3,7 @@ using System.Collections.Generic; using System.Threading.Tasks; #endif +using Microsoft.Extensions.Logging; namespace Mscc.GenerativeAI { @@ -13,7 +14,7 @@ namespace Mscc.GenerativeAI /// See Model reference. /// See also https://cloud.google.com/nodejs/docs/reference/vertexai/latest/vertexai/vertexinit /// - public sealed class VertexAI : IGenerativeAI + public sealed class VertexAI : GenerationBase, IGenerativeAI { private readonly string? _projectId; private readonly string _region = "us-central1"; @@ -36,7 +37,7 @@ public sealed class VertexAI : IGenerativeAI /// Identifier of the Google Cloud region to use (default: "us-central1"). /// /// - private VertexAI() + private VertexAI(ILogger? logger = null) : base(logger) { GenerativeAIExtensions.ReadDotEnv(); _projectId = Environment.GetEnvironmentVariable("GOOGLE_PROJECT_ID"); @@ -48,8 +49,9 @@ private VertexAI() /// /// Identifier of the Google Cloud project. /// Region to use (default: "us-central1"). + /// Logger instance used for logging (optional) /// Thrown when is . - public VertexAI(string projectId, string? region = null) : this() + public VertexAI(string projectId, string? region = null, ILogger? logger = null) : this(logger) { _projectId ??= projectId ?? throw new ArgumentNullException(nameof(projectId)); _region = region ?? _region; From 4916c7bfdc4c2d4afe095a1e511a724536725208 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Thu, 19 Sep 2024 10:34:41 +0400 Subject: [PATCH 05/79] add static LoggerMessageAttribute methods --- src/Mscc.GenerativeAI/GenerativeModel.cs | 9 +++- .../Logging/GenerativeModelLogMessages.cs | 48 +++++++++++++++++++ 2 files changed, 56 insertions(+), 1 deletion(-) create mode 100644 src/Mscc.GenerativeAI/Logging/GenerativeModelLogMessages.cs diff --git a/src/Mscc.GenerativeAI/GenerativeModel.cs b/src/Mscc.GenerativeAI/GenerativeModel.cs index 83ec08e..5c4e34b 100644 --- a/src/Mscc.GenerativeAI/GenerativeModel.cs +++ b/src/Mscc.GenerativeAI/GenerativeModel.cs @@ -224,6 +224,8 @@ public GenerativeModel() : this(logger: null) { } /// Logger instance used for logging (optional) public GenerativeModel(ILogger? logger = null) : base(logger) { + Logger.LogGenerativeModelInvoking(); + _options = DefaultJsonSerializerOptions(); GenerativeAIExtensions.ReadDotEnv(); var credentialsFile = @@ -659,7 +661,10 @@ public async Task GenerateContent(GenerateContentReques request.GenerationConfig.ResponseMimeType = Constants.MediaType; } string json = Serialize(request); - var payload = new StringContent(json, Encoding.UTF8, Constants.MediaType); + + Logger.LogGenerativeModelInvokingRequest(nameof(GenerateContent), url, json); + + var payload = new StringContent(json, Encoding.UTF8, Constants.MediaType); if (requestOptions != null) { @@ -814,6 +819,8 @@ public async IAsyncEnumerable GenerateContentStream(Gen request.GenerationConfig.ResponseMimeType = Constants.MediaType; } + if (Logger.IsEnabled(LogLevel.Debug)) Logger.LogGenerativeModelInvokingRequest(nameof(GenerateContentStream), url, Serialize(request)); + // Ref: https://code-maze.com/using-streams-with-httpclient-to-improve-performance-and-memory-usage/ // Ref: https://www.stevejgordon.co.uk/using-httpcompletionoption-responseheadersread-to-improve-httpclient-performance-dotnet var ms = new MemoryStream(); diff --git a/src/Mscc.GenerativeAI/Logging/GenerativeModelLogMessages.cs b/src/Mscc.GenerativeAI/Logging/GenerativeModelLogMessages.cs new file mode 100644 index 0000000..656e6f7 --- /dev/null +++ b/src/Mscc.GenerativeAI/Logging/GenerativeModelLogMessages.cs @@ -0,0 +1,48 @@ +using Microsoft.Extensions.Logging; +using System.Diagnostics.CodeAnalysis; + +namespace Mscc.GenerativeAI +{ + #pragma warning disable SYSLIB1006 // Multiple logging methods cannot use the same event id within a class + + /// + /// Extensions for logging invocations. + /// + /// + /// This extension uses the to + /// generate logging code at compile time to achieve optimized code. + /// + [ExcludeFromCodeCoverage] + internal static partial class GenerativeModelLogMessages + { + /// + /// Logs + /// + /// Logger instance used for logging + [LoggerMessage(EventId = 0, Level = LogLevel.Debug, Message = "Generative model starting")] + public static partial void LogGenerativeModelInvoking( + this ILogger logger); + + /// + /// Logs + /// + /// Logger instance used for logging + [LoggerMessage(EventId = 0, Level = LogLevel.Information, Message = "Generative model started")] + public static partial void LogGenerativeModelInvoked( + this ILogger logger); + + /// + /// Logs invoking an API request. + /// + /// Logger instance used for logging + /// Calling method + /// URL of Gemini API endpoint + /// Data sent to the API endpoint + [LoggerMessage(EventId = 0, Level = LogLevel.Debug, Message = "[{MethodName}] Request: {Url} - {Payload}")] + public static partial void LogGenerativeModelInvokingRequest( + this ILogger logger, + string methodName, + string url, + string payload); + } +} \ No newline at end of file From c097f6633df9af5d40ca0620614d89f4e576a4e8 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Wed, 9 Oct 2024 21:35:22 +0400 Subject: [PATCH 06/79] resolve conflict --- src/Mscc.GenerativeAI/Mscc.GenerativeAI.csproj | 1 + 1 file changed, 1 insertion(+) diff --git a/src/Mscc.GenerativeAI/Mscc.GenerativeAI.csproj b/src/Mscc.GenerativeAI/Mscc.GenerativeAI.csproj index bf80a9d..9f63492 100644 --- a/src/Mscc.GenerativeAI/Mscc.GenerativeAI.csproj +++ b/src/Mscc.GenerativeAI/Mscc.GenerativeAI.csproj @@ -62,6 +62,7 @@ + From ada108bd9d67c8cacc1ea6096252d86d40edfed9 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Thu, 19 Sep 2024 10:28:59 +0400 Subject: [PATCH 07/79] exclude DotSettings --- .gitignore | 1 + 1 file changed, 1 insertion(+) diff --git a/.gitignore b/.gitignore index 07e53ed..c3e7b71 100644 --- a/.gitignore +++ b/.gitignore @@ -396,3 +396,4 @@ FodyWeavers.xsd **/appsettings.Development.json **/client_secret*.json *.p12 +*.DotSettings From 0a33af45a7af655f2ea20d2802f5344e8f3a0b55 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Thu, 19 Sep 2024 10:29:38 +0400 Subject: [PATCH 08/79] add abstract base class for Logging --- src/Mscc.GenerativeAI/Types/GenerationBase.cs | 19 +++++++++++++++++++ 1 file changed, 19 insertions(+) create mode 100644 src/Mscc.GenerativeAI/Types/GenerationBase.cs diff --git a/src/Mscc.GenerativeAI/Types/GenerationBase.cs b/src/Mscc.GenerativeAI/Types/GenerationBase.cs new file mode 100644 index 0000000..2af9785 --- /dev/null +++ b/src/Mscc.GenerativeAI/Types/GenerationBase.cs @@ -0,0 +1,19 @@ +using Microsoft.Extensions.Logging; +using Microsoft.Extensions.Logging.Abstractions; + +namespace Mscc.GenerativeAI +{ + public abstract class GenerationBase + { + protected ILogger Logger { get; } + + /// + /// + /// + /// Logger instance used for logging (optional) + protected GenerationBase(ILogger? logger) + { + this.Logger = logger ?? NullLogger.Instance; + } + } +} \ No newline at end of file From 384bd915d3ae19be58b5f6de16d448be2efe9bd7 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Thu, 19 Sep 2024 10:32:56 +0400 Subject: [PATCH 09/79] derive classes from abstract class for logging --- src/Mscc.GenerativeAI/BaseGeneration.cs | 18 +++++++++++++++--- src/Mscc.GenerativeAI/GenerativeModel.cs | 15 +++++++++++---- src/Mscc.GenerativeAI/GoogleAI.cs | 8 +++++--- src/Mscc.GenerativeAI/ImageGenerationModel.cs | 3 ++- src/Mscc.GenerativeAI/ImageTextModel.cs | 3 ++- src/Mscc.GenerativeAI/VertexAI.cs | 8 +++++--- 6 files changed, 40 insertions(+), 15 deletions(-) diff --git a/src/Mscc.GenerativeAI/BaseGeneration.cs b/src/Mscc.GenerativeAI/BaseGeneration.cs index 5286e91..a2d5c4b 100644 --- a/src/Mscc.GenerativeAI/BaseGeneration.cs +++ b/src/Mscc.GenerativeAI/BaseGeneration.cs @@ -10,6 +10,7 @@ using System.Threading; using System.Threading.Tasks; #endif +using Microsoft.Extensions.Logging; using System.Diagnostics; using System.Net; using System.Net.Http.Headers; @@ -18,7 +19,7 @@ namespace Mscc.GenerativeAI { - public abstract class BaseGeneration + public abstract class BaseGeneration : GenerationBase { protected readonly string _region = "us-central1"; protected readonly string _publisher = "google"; @@ -133,7 +134,11 @@ public TimeSpan Timeout set => Client.Timeout = value; } - public BaseGeneration() + /// + /// + /// + /// Logger instance used for logging (optional) + public BaseGeneration(ILogger? logger = null) : base(logger) { _options = DefaultJsonSerializerOptions(); GenerativeAIExtensions.ReadDotEnv(); @@ -151,8 +156,15 @@ public BaseGeneration() _region = Environment.GetEnvironmentVariable("GOOGLE_REGION") ?? _region; } + /// + /// + /// + /// + /// + /// + /// Logger instance used for logging (optional) public BaseGeneration(string? projectId = null, string? region = null, - string? model = null) : this() + string? model = null, ILogger? logger = null) : this(logger) { AccessToken = Environment.GetEnvironmentVariable("GOOGLE_ACCESS_TOKEN") ?? GetAccessTokenFromAdc(); diff --git a/src/Mscc.GenerativeAI/GenerativeModel.cs b/src/Mscc.GenerativeAI/GenerativeModel.cs index 4aa03dc..7cb405b 100644 --- a/src/Mscc.GenerativeAI/GenerativeModel.cs +++ b/src/Mscc.GenerativeAI/GenerativeModel.cs @@ -10,6 +10,7 @@ using System.Threading; using System.Threading.Tasks; #endif +using Microsoft.Extensions.Logging; using System.Diagnostics; using System.Net; using System.Net.Http.Headers; @@ -20,7 +21,7 @@ namespace Mscc.GenerativeAI { - public class GenerativeModel + public class GenerativeModel : GenerationBase { private const string EndpointGoogleAi = "https://generativelanguage.googleapis.com"; private const string UrlGoogleAi = "{endpointGoogleAI}/{version}/{model}:{method}"; @@ -213,12 +214,15 @@ public TimeSpan Timeout set => Client.Timeout = value; } + public GenerativeModel() : this(logger: null) { } + /// /// Initializes a new instance of the class. /// The default constructor attempts to read .env file and environment variables. /// Sets default values, if available. /// - public GenerativeModel() + /// Logger instance used for logging (optional) + public GenerativeModel(ILogger? logger = null) : base(logger) { _options = DefaultJsonSerializerOptions(); GenerativeAIExtensions.ReadDotEnv(); @@ -250,13 +254,15 @@ public GenerativeModel() /// Optional. A list of Tools the model may use to generate the next response. /// Optional. /// Optional. Configuration of tools. + /// Logger instance used for logging (optional) internal GenerativeModel(string? apiKey = null, string? model = null, GenerationConfig? generationConfig = null, List? safetySettings = null, List? tools = null, Content? systemInstruction = null, - ToolConfig? toolConfig = null) : this() + ToolConfig? toolConfig = null, + ILogger? logger = null) : this(logger) { ApiKey = apiKey ?? _apiKey; Model = model ?? _model; @@ -284,7 +290,8 @@ internal GenerativeModel(string? projectId = null, string? region = null, List? safetySettings = null, List? tools = null, Content? systemInstruction = null, - ToolConfig? toolConfig = null) : this() + ToolConfig? toolConfig = null, + ILogger? logger = null) : this(logger) { _useVertexAi = true; AccessToken = Environment.GetEnvironmentVariable("GOOGLE_ACCESS_TOKEN") ?? diff --git a/src/Mscc.GenerativeAI/GoogleAI.cs b/src/Mscc.GenerativeAI/GoogleAI.cs index 87bee89..2b66488 100644 --- a/src/Mscc.GenerativeAI/GoogleAI.cs +++ b/src/Mscc.GenerativeAI/GoogleAI.cs @@ -3,6 +3,7 @@ using System.Collections.Generic; using System.Threading.Tasks; #endif +using Microsoft.Extensions.Logging; namespace Mscc.GenerativeAI { @@ -12,7 +13,7 @@ namespace Mscc.GenerativeAI /// /// See Model reference. /// - public sealed class GoogleAI : IGenerativeAI + public sealed class GoogleAI : GenerationBase, IGenerativeAI { private readonly string? _apiKey; private readonly string? _accessToken; @@ -31,7 +32,7 @@ public sealed class GoogleAI : IGenerativeAI /// Optional. Access token provided by OAuth 2.0 or Application Default Credentials (ADC). /// /// - private GoogleAI() + private GoogleAI(ILogger? logger = null) : base(logger) { GenerativeAIExtensions.ReadDotEnv(); _apiKey = Environment.GetEnvironmentVariable("GOOGLE_API_KEY"); @@ -44,7 +45,8 @@ private GoogleAI() /// /// Identifier of the Google Cloud project /// Access token for the Google Cloud project - public GoogleAI(string? apiKey = null, string? accessToken = null) : this() + /// Logger instance used for logging (optional) + public GoogleAI(string? apiKey = null, string? accessToken = null, ILogger? logger = null) : this(logger) { _apiKey ??= apiKey; _accessToken ??= accessToken; diff --git a/src/Mscc.GenerativeAI/ImageGenerationModel.cs b/src/Mscc.GenerativeAI/ImageGenerationModel.cs index 12a742e..b188900 100644 --- a/src/Mscc.GenerativeAI/ImageGenerationModel.cs +++ b/src/Mscc.GenerativeAI/ImageGenerationModel.cs @@ -4,6 +4,7 @@ using System.Threading; using System.Threading.Tasks; #endif +using Microsoft.Extensions.Logging; using System.Text; namespace Mscc.GenerativeAI @@ -26,7 +27,7 @@ public class ImageGenerationModel : BaseGeneration /// The default constructor attempts to read .env file and environment variables. /// Sets default values, if available. /// - public ImageGenerationModel() { } + public ImageGenerationModel(ILogger? logger = null) : base(logger) { } /// /// Initializes a new instance of the class with access to Vertex AI Gemini API. diff --git a/src/Mscc.GenerativeAI/ImageTextModel.cs b/src/Mscc.GenerativeAI/ImageTextModel.cs index 8438874..2271af0 100644 --- a/src/Mscc.GenerativeAI/ImageTextModel.cs +++ b/src/Mscc.GenerativeAI/ImageTextModel.cs @@ -4,6 +4,7 @@ using System.Threading; using System.Threading.Tasks; #endif +using Microsoft.Extensions.Logging; using System.Text; namespace Mscc.GenerativeAI @@ -26,7 +27,7 @@ public class ImageTextModel : BaseGeneration /// The default constructor attempts to read .env file and environment variables. /// Sets default values, if available. /// - public ImageTextModel() { } + public ImageTextModel(ILogger? logger = null) : base(logger) { } /// /// Initializes a new instance of the class with access to Vertex AI Gemini API. diff --git a/src/Mscc.GenerativeAI/VertexAI.cs b/src/Mscc.GenerativeAI/VertexAI.cs index 8440fd7..11023d6 100644 --- a/src/Mscc.GenerativeAI/VertexAI.cs +++ b/src/Mscc.GenerativeAI/VertexAI.cs @@ -3,6 +3,7 @@ using System.Collections.Generic; using System.Threading.Tasks; #endif +using Microsoft.Extensions.Logging; namespace Mscc.GenerativeAI { @@ -13,7 +14,7 @@ namespace Mscc.GenerativeAI /// See Model reference. /// See also https://cloud.google.com/nodejs/docs/reference/vertexai/latest/vertexai/vertexinit /// - public sealed class VertexAI : IGenerativeAI + public sealed class VertexAI : GenerationBase, IGenerativeAI { private readonly string? _projectId; private readonly string _region = "us-central1"; @@ -36,7 +37,7 @@ public sealed class VertexAI : IGenerativeAI /// Identifier of the Google Cloud region to use (default: "us-central1"). /// /// - private VertexAI() + private VertexAI(ILogger? logger = null) : base(logger) { GenerativeAIExtensions.ReadDotEnv(); _projectId = Environment.GetEnvironmentVariable("GOOGLE_PROJECT_ID"); @@ -48,8 +49,9 @@ private VertexAI() /// /// Identifier of the Google Cloud project. /// Region to use (default: "us-central1"). + /// Logger instance used for logging (optional) /// Thrown when is . - public VertexAI(string projectId, string? region = null) : this() + public VertexAI(string projectId, string? region = null, ILogger? logger = null) : this(logger) { _projectId ??= projectId ?? throw new ArgumentNullException(nameof(projectId)); _region = region ?? _region; From d03b7de1c6f1cc11815a880f1e1816b31157f944 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Thu, 19 Sep 2024 10:34:41 +0400 Subject: [PATCH 10/79] add static LoggerMessageAttribute methods --- src/Mscc.GenerativeAI/GenerativeModel.cs | 9 +++- .../Logging/GenerativeModelLogMessages.cs | 48 +++++++++++++++++++ 2 files changed, 56 insertions(+), 1 deletion(-) create mode 100644 src/Mscc.GenerativeAI/Logging/GenerativeModelLogMessages.cs diff --git a/src/Mscc.GenerativeAI/GenerativeModel.cs b/src/Mscc.GenerativeAI/GenerativeModel.cs index 7cb405b..2552f78 100644 --- a/src/Mscc.GenerativeAI/GenerativeModel.cs +++ b/src/Mscc.GenerativeAI/GenerativeModel.cs @@ -224,6 +224,8 @@ public GenerativeModel() : this(logger: null) { } /// Logger instance used for logging (optional) public GenerativeModel(ILogger? logger = null) : base(logger) { + Logger.LogGenerativeModelInvoking(); + _options = DefaultJsonSerializerOptions(); GenerativeAIExtensions.ReadDotEnv(); var credentialsFile = @@ -659,7 +661,10 @@ public async Task GenerateContent(GenerateContentReques request.GenerationConfig.ResponseMimeType = Constants.MediaType; } string json = Serialize(request); - var payload = new StringContent(json, Encoding.UTF8, Constants.MediaType); + + Logger.LogGenerativeModelInvokingRequest(nameof(GenerateContent), url, json); + + var payload = new StringContent(json, Encoding.UTF8, Constants.MediaType); if (requestOptions != null) { @@ -814,6 +819,8 @@ public async IAsyncEnumerable GenerateContentStream(Gen request.GenerationConfig.ResponseMimeType = Constants.MediaType; } + if (Logger.IsEnabled(LogLevel.Debug)) Logger.LogGenerativeModelInvokingRequest(nameof(GenerateContentStream), url, Serialize(request)); + // Ref: https://code-maze.com/using-streams-with-httpclient-to-improve-performance-and-memory-usage/ // Ref: https://www.stevejgordon.co.uk/using-httpcompletionoption-responseheadersread-to-improve-httpclient-performance-dotnet var ms = new MemoryStream(); diff --git a/src/Mscc.GenerativeAI/Logging/GenerativeModelLogMessages.cs b/src/Mscc.GenerativeAI/Logging/GenerativeModelLogMessages.cs new file mode 100644 index 0000000..656e6f7 --- /dev/null +++ b/src/Mscc.GenerativeAI/Logging/GenerativeModelLogMessages.cs @@ -0,0 +1,48 @@ +using Microsoft.Extensions.Logging; +using System.Diagnostics.CodeAnalysis; + +namespace Mscc.GenerativeAI +{ + #pragma warning disable SYSLIB1006 // Multiple logging methods cannot use the same event id within a class + + /// + /// Extensions for logging invocations. + /// + /// + /// This extension uses the to + /// generate logging code at compile time to achieve optimized code. + /// + [ExcludeFromCodeCoverage] + internal static partial class GenerativeModelLogMessages + { + /// + /// Logs + /// + /// Logger instance used for logging + [LoggerMessage(EventId = 0, Level = LogLevel.Debug, Message = "Generative model starting")] + public static partial void LogGenerativeModelInvoking( + this ILogger logger); + + /// + /// Logs + /// + /// Logger instance used for logging + [LoggerMessage(EventId = 0, Level = LogLevel.Information, Message = "Generative model started")] + public static partial void LogGenerativeModelInvoked( + this ILogger logger); + + /// + /// Logs invoking an API request. + /// + /// Logger instance used for logging + /// Calling method + /// URL of Gemini API endpoint + /// Data sent to the API endpoint + [LoggerMessage(EventId = 0, Level = LogLevel.Debug, Message = "[{MethodName}] Request: {Url} - {Payload}")] + public static partial void LogGenerativeModelInvokingRequest( + this ILogger logger, + string methodName, + string url, + string payload); + } +} \ No newline at end of file From 42c4e852b27ee8e2f6e1ea3b38ce445c2bcedea4 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Wed, 9 Oct 2024 21:43:02 +0400 Subject: [PATCH 11/79] update XMLdoc for ILogger --- src/Mscc.GenerativeAI/BaseGeneration.cs | 4 ++-- src/Mscc.GenerativeAI/GenerativeModel.cs | 5 +++-- src/Mscc.GenerativeAI/GoogleAI.cs | 2 +- src/Mscc.GenerativeAI/Logging/GenerativeModelLogMessages.cs | 6 +++--- src/Mscc.GenerativeAI/Types/GenerationBase.cs | 2 +- src/Mscc.GenerativeAI/VertexAI.cs | 4 ++-- 6 files changed, 12 insertions(+), 11 deletions(-) diff --git a/src/Mscc.GenerativeAI/BaseGeneration.cs b/src/Mscc.GenerativeAI/BaseGeneration.cs index a2d5c4b..2281177 100644 --- a/src/Mscc.GenerativeAI/BaseGeneration.cs +++ b/src/Mscc.GenerativeAI/BaseGeneration.cs @@ -137,7 +137,7 @@ public TimeSpan Timeout /// /// /// - /// Logger instance used for logging (optional) + /// Optional. Logger instance used for logging public BaseGeneration(ILogger? logger = null) : base(logger) { _options = DefaultJsonSerializerOptions(); @@ -162,7 +162,7 @@ public BaseGeneration(ILogger? logger = null) : base(logger) /// /// /// - /// Logger instance used for logging (optional) + /// Optional. Logger instance used for logging public BaseGeneration(string? projectId = null, string? region = null, string? model = null, ILogger? logger = null) : this(logger) { diff --git a/src/Mscc.GenerativeAI/GenerativeModel.cs b/src/Mscc.GenerativeAI/GenerativeModel.cs index 2552f78..147c47c 100644 --- a/src/Mscc.GenerativeAI/GenerativeModel.cs +++ b/src/Mscc.GenerativeAI/GenerativeModel.cs @@ -221,7 +221,7 @@ public GenerativeModel() : this(logger: null) { } /// The default constructor attempts to read .env file and environment variables. /// Sets default values, if available. /// - /// Logger instance used for logging (optional) + /// Optional. Logger instance used for logging public GenerativeModel(ILogger? logger = null) : base(logger) { Logger.LogGenerativeModelInvoking(); @@ -256,7 +256,7 @@ public GenerativeModel(ILogger? logger = null) : base(logger) /// Optional. A list of Tools the model may use to generate the next response. /// Optional. /// Optional. Configuration of tools. - /// Logger instance used for logging (optional) + /// Optional. Logger instance used for logging internal GenerativeModel(string? apiKey = null, string? model = null, GenerationConfig? generationConfig = null, @@ -286,6 +286,7 @@ internal GenerativeModel(string? apiKey = null, /// Optional. A list of Tools the model may use to generate the next response. /// Optional. /// Optional. Configuration of tools. + /// Optional. Logger instance used for logging internal GenerativeModel(string? projectId = null, string? region = null, string? model = null, GenerationConfig? generationConfig = null, diff --git a/src/Mscc.GenerativeAI/GoogleAI.cs b/src/Mscc.GenerativeAI/GoogleAI.cs index 2b66488..c0d93ea 100644 --- a/src/Mscc.GenerativeAI/GoogleAI.cs +++ b/src/Mscc.GenerativeAI/GoogleAI.cs @@ -45,7 +45,7 @@ private GoogleAI(ILogger? logger = null) : base(logger) /// /// Identifier of the Google Cloud project /// Access token for the Google Cloud project - /// Logger instance used for logging (optional) + /// Optional. Logger instance used for logging public GoogleAI(string? apiKey = null, string? accessToken = null, ILogger? logger = null) : this(logger) { _apiKey ??= apiKey; diff --git a/src/Mscc.GenerativeAI/Logging/GenerativeModelLogMessages.cs b/src/Mscc.GenerativeAI/Logging/GenerativeModelLogMessages.cs index 656e6f7..c76149f 100644 --- a/src/Mscc.GenerativeAI/Logging/GenerativeModelLogMessages.cs +++ b/src/Mscc.GenerativeAI/Logging/GenerativeModelLogMessages.cs @@ -18,7 +18,7 @@ internal static partial class GenerativeModelLogMessages /// /// Logs /// - /// Logger instance used for logging + /// Optional. Logger instance used for logging [LoggerMessage(EventId = 0, Level = LogLevel.Debug, Message = "Generative model starting")] public static partial void LogGenerativeModelInvoking( this ILogger logger); @@ -26,7 +26,7 @@ public static partial void LogGenerativeModelInvoking( /// /// Logs /// - /// Logger instance used for logging + /// Optional. Logger instance used for logging [LoggerMessage(EventId = 0, Level = LogLevel.Information, Message = "Generative model started")] public static partial void LogGenerativeModelInvoked( this ILogger logger); @@ -34,7 +34,7 @@ public static partial void LogGenerativeModelInvoked( /// /// Logs invoking an API request. /// - /// Logger instance used for logging + /// Optional. Logger instance used for logging /// Calling method /// URL of Gemini API endpoint /// Data sent to the API endpoint diff --git a/src/Mscc.GenerativeAI/Types/GenerationBase.cs b/src/Mscc.GenerativeAI/Types/GenerationBase.cs index 2af9785..3f8bcbc 100644 --- a/src/Mscc.GenerativeAI/Types/GenerationBase.cs +++ b/src/Mscc.GenerativeAI/Types/GenerationBase.cs @@ -10,7 +10,7 @@ public abstract class GenerationBase /// /// /// - /// Logger instance used for logging (optional) + /// Optional. Logger instance used for logging protected GenerationBase(ILogger? logger) { this.Logger = logger ?? NullLogger.Instance; diff --git a/src/Mscc.GenerativeAI/VertexAI.cs b/src/Mscc.GenerativeAI/VertexAI.cs index 11023d6..74950d9 100644 --- a/src/Mscc.GenerativeAI/VertexAI.cs +++ b/src/Mscc.GenerativeAI/VertexAI.cs @@ -48,8 +48,8 @@ private VertexAI(ILogger? logger = null) : base(logger) /// Initializes a new instance of the class with access to Vertex AI Gemini API. /// /// Identifier of the Google Cloud project. - /// Region to use (default: "us-central1"). - /// Logger instance used for logging (optional) + /// Optional. Region to use (default: "us-central1"). + /// Optional. Logger instance used for logging /// Thrown when is . public VertexAI(string projectId, string? region = null, ILogger? logger = null) : this(logger) { From 228628a1faf30b8522983ab274af20eab50ffc68 Mon Sep 17 00:00:00 2001 From: rsmithsa Date: Fri, 11 Oct 2024 07:56:23 +0200 Subject: [PATCH 12/79] #35 GenerativeModel.UploadFile locks the uploaded file - Using block for filestream --- src/Mscc.GenerativeAI/GenerativeModel.cs | 27 +++++++++++++----------- 1 file changed, 15 insertions(+), 12 deletions(-) diff --git a/src/Mscc.GenerativeAI/GenerativeModel.cs b/src/Mscc.GenerativeAI/GenerativeModel.cs index 147c47c..b317a75 100644 --- a/src/Mscc.GenerativeAI/GenerativeModel.cs +++ b/src/Mscc.GenerativeAI/GenerativeModel.cs @@ -549,19 +549,22 @@ public async Task UploadFile(string uri, ["uploadType"] = "multipart" }); string json = Serialize(request); - var multipartContent = new MultipartContent("related"); - multipartContent.Add(new StringContent(json, Encoding.UTF8, Constants.MediaType)); - multipartContent.Add(new StreamContent(new FileStream(uri, FileMode.Open), (int)Constants.ChunkSize) - { - Headers = { - ContentType = new MediaTypeHeaderValue(mimeType), - ContentLength = totalBytes - } - }); - var response = await Client.PostAsync(url, multipartContent, cancellationToken); - response.EnsureSuccessStatusCode(); - return await Deserialize(response); + using (var fs = new FileStream(uri, FileMode.Open)){ + var multipartContent = new MultipartContent("related"); + multipartContent.Add(new StringContent(json, Encoding.UTF8, Constants.MediaType)); + multipartContent.Add(new StreamContent(fs, (int)Constants.ChunkSize) + { + Headers = { + ContentType = new MediaTypeHeaderValue(mimeType), + ContentLength = totalBytes + } + }); + + var response = await Client.PostAsync(url, multipartContent, cancellationToken); + response.EnsureSuccessStatusCode(); + return await Deserialize(response); + } } /// From 78452c9dc0b54308bdd416cc553ca52a8a6f608d Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Thu, 3 Oct 2024 09:35:31 +0400 Subject: [PATCH 13/79] drop .NET 7 and .NET Standard 2.0 --- .../Test.Mscc.GenerativeAI.Google.csproj | 2 +- tests/Mscc.GenerativeAI/Test.Mscc.GenerativeAI.csproj | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/tests/Mscc.GenerativeAI.Google/Test.Mscc.GenerativeAI.Google.csproj b/tests/Mscc.GenerativeAI.Google/Test.Mscc.GenerativeAI.Google.csproj index 8d8b9b2..2aa7feb 100644 --- a/tests/Mscc.GenerativeAI.Google/Test.Mscc.GenerativeAI.Google.csproj +++ b/tests/Mscc.GenerativeAI.Google/Test.Mscc.GenerativeAI.Google.csproj @@ -1,7 +1,7 @@ - netstandard2.0;net472;net6.0;net7.0;net8.0 + net472;net6.0;net8.0 latest $(NoWarn);CS0618;NU1701 false diff --git a/tests/Mscc.GenerativeAI/Test.Mscc.GenerativeAI.csproj b/tests/Mscc.GenerativeAI/Test.Mscc.GenerativeAI.csproj index 85a8855..b03506b 100644 --- a/tests/Mscc.GenerativeAI/Test.Mscc.GenerativeAI.csproj +++ b/tests/Mscc.GenerativeAI/Test.Mscc.GenerativeAI.csproj @@ -1,7 +1,7 @@  - netstandard2.0;net472;net6.0;net7.0;net8.0 + net472;net6.0;net8.0 latest $(NoWarn);CS0618;NU1701 false From 3d55becf22a17b754f03613feb0d5e8f18f12703 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Thu, 3 Oct 2024 09:36:47 +0400 Subject: [PATCH 14/79] update image URL due to removal by Google AI Studio #32 --- README.md | 2 +- src/Mscc.GenerativeAI/Mscc.GenerativeAI.csproj | 2 +- tests/Mscc.GenerativeAI/GoogleAi_Gemini15Pro_Should.cs | 8 ++++---- .../GoogleAi_GeminiProVision_Should.cs | 10 +++++----- 4 files changed, 11 insertions(+), 11 deletions(-) diff --git a/README.md b/README.md index b85197f..0a219e8 100644 --- a/README.md +++ b/README.md @@ -183,7 +183,7 @@ var apiKey = "your_api_key"; var prompt = "Parse the time and city from the airport board shown in this image into a list, in Markdown"; var model = new GenerativeModel(apiKey: apiKey, model: Model.GeminiVisionPro); var request = new GenerateContentRequest(prompt); -await request.AddMedia("https://ai.google.dev/static/docs/images/timetable.png"); +await request.AddMedia("https://raw.githubusercontent.com/mscraftsman/generative-ai/refs/heads/main/tests/Mscc.GenerativeAI/payload/timetable.png"); var response = await model.GenerateContent(request); Console.WriteLine(response.Text); diff --git a/src/Mscc.GenerativeAI/Mscc.GenerativeAI.csproj b/src/Mscc.GenerativeAI/Mscc.GenerativeAI.csproj index 9f63492..dfef61e 100644 --- a/src/Mscc.GenerativeAI/Mscc.GenerativeAI.csproj +++ b/src/Mscc.GenerativeAI/Mscc.GenerativeAI.csproj @@ -42,7 +42,7 @@ bin\Release\Mscc.GenerativeAI.xml - + diff --git a/tests/Mscc.GenerativeAI/GoogleAi_Gemini15Pro_Should.cs b/tests/Mscc.GenerativeAI/GoogleAi_Gemini15Pro_Should.cs index ddd95ee..7193463 100644 --- a/tests/Mscc.GenerativeAI/GoogleAi_Gemini15Pro_Should.cs +++ b/tests/Mscc.GenerativeAI/GoogleAi_Gemini15Pro_Should.cs @@ -130,7 +130,7 @@ public async void Describe_Image_From_InlineData() var prompt = "Parse the time and city from the airport board shown in this image into a list, in Markdown"; var model = new GenerativeModel(apiKey: _fixture.ApiKey, model: _model); // Images - var board = await TestExtensions.ReadImageFileBase64Async("https://ai.google.dev/static/docs/images/timetable.png"); + var board = await TestExtensions.ReadImageFileBase64Async("https://raw.githubusercontent.com/mscraftsman/generative-ai/refs/heads/main/tests/Mscc.GenerativeAI/payload/timetable.png"); var request = new GenerateContentRequest(prompt); request.Contents[0].Parts.Add( new InlineData { MimeType = "image/png", Data = board } @@ -216,7 +216,7 @@ public async void Describe_AddMedia_From_Url() var prompt = "Parse the time and city from the airport board shown in this image into a list, in Markdown"; var model = new GenerativeModel(apiKey: _fixture.ApiKey, model: _model); var request = new GenerateContentRequest(prompt); - await request.AddMedia("https://ai.google.dev/static/docs/images/timetable.png"); + await request.AddMedia("https://raw.githubusercontent.com/mscraftsman/generative-ai/refs/heads/main/tests/Mscc.GenerativeAI/payload/timetable.png"); // Act var response = await model.GenerateContent(request); @@ -236,7 +236,7 @@ public async void Describe_AddMedia_From_UrlRemote() var prompt = "Parse the time and city from the airport board shown in this image into a list, in Markdown"; var model = new GenerativeModel(apiKey: _fixture.ApiKey, model: _model); var request = new GenerateContentRequest(prompt); - await request.AddMedia("https://ai.google.dev/static/docs/images/timetable.png", useOnline: true); + await request.AddMedia("https://raw.githubusercontent.com/mscraftsman/generative-ai/refs/heads/main/tests/Mscc.GenerativeAI/payload/timetable.png", useOnline: true); // Act var response = await model.GenerateContent(request); @@ -664,7 +664,7 @@ public async void Describe_Image_From_URL() var request = new GenerateContentRequest(prompt); request.Contents[0].Parts.Add(new FileData { - FileUri = "https://ai.google.dev/static/docs/images/timetable.png", + FileUri = "https://raw.githubusercontent.com/mscraftsman/generative-ai/refs/heads/main/tests/Mscc.GenerativeAI/payload/timetable.png", MimeType = "image/png" }); diff --git a/tests/Mscc.GenerativeAI/GoogleAi_GeminiProVision_Should.cs b/tests/Mscc.GenerativeAI/GoogleAi_GeminiProVision_Should.cs index 276ea05..a6d2290 100644 --- a/tests/Mscc.GenerativeAI/GoogleAi_GeminiProVision_Should.cs +++ b/tests/Mscc.GenerativeAI/GoogleAi_GeminiProVision_Should.cs @@ -70,7 +70,7 @@ public async void Describe_Image_From_InlineData() var prompt = "Parse the time and city from the airport board shown in this image into a list, in Markdown"; var model = new GenerativeModel(apiKey: _fixture.ApiKey, model: _model); // Images - var board = await TestExtensions.ReadImageFileBase64Async("https://ai.google.dev/static/docs/images/timetable.png"); + var board = await TestExtensions.ReadImageFileBase64Async("https://raw.githubusercontent.com/mscraftsman/generative-ai/refs/heads/main/tests/Mscc.GenerativeAI/payload/timetable.png"); var request = new GenerateContentRequest(prompt); request.Contents[0].Parts.Add( new InlineData { MimeType = "image/png", Data = board } @@ -156,7 +156,7 @@ public async void Describe_AddMedia_From_Url_Markdown() var prompt = "Parse the time and city from the airport board shown in this image into a list, in Markdown table"; var model = new GenerativeModel(apiKey: _fixture.ApiKey, model: _model); var request = new GenerateContentRequest(prompt); - await request.AddMedia("https://ai.google.dev/static/docs/images/timetable.png"); + await request.AddMedia("https://raw.githubusercontent.com/mscraftsman/generative-ai/refs/heads/main/tests/Mscc.GenerativeAI/payload/timetable.png"); // Act var response = await model.GenerateContent(request); @@ -176,7 +176,7 @@ public async void Describe_AddMedia_From_Url_JSON() var prompt = "Parse the time and city from the airport board shown in this image into a list, in JSON"; var model = new GenerativeModel(apiKey: _fixture.ApiKey, model: _model); var request = new GenerateContentRequest(prompt); - await request.AddMedia("https://ai.google.dev/static/docs/images/timetable.png"); + await request.AddMedia("https://raw.githubusercontent.com/mscraftsman/generative-ai/refs/heads/main/tests/Mscc.GenerativeAI/payload/timetable.png"); // Act var response = await model.GenerateContent(request); @@ -196,7 +196,7 @@ public async void Describe_AddMedia_From_UrlRemote() var prompt = "Parse the time and city from the airport board shown in this image into a list, in Markdown"; var model = new GenerativeModel(apiKey: _fixture.ApiKey, model: _model); var request = new GenerateContentRequest(prompt); - await request.AddMedia("https://ai.google.dev/static/docs/images/timetable.png", useOnline: true); + await request.AddMedia("https://raw.githubusercontent.com/mscraftsman/generative-ai/refs/heads/main/tests/Mscc.GenerativeAI/payload/timetable.png", useOnline: true); // Act var response = await model.GenerateContent(request); @@ -218,7 +218,7 @@ public async void Describe_Image_From_FileData() var request = new GenerateContentRequest(prompt); request.Contents[0].Parts.Add(new FileData { - FileUri = "https://ai.google.dev/static/docs/images/timetable.png", + FileUri = "https://raw.githubusercontent.com/mscraftsman/generative-ai/refs/heads/main/tests/Mscc.GenerativeAI/payload/timetable.png", MimeType = "image/png" }); From 69820d4eca9f39c9d0d4309843af9962363e37d9 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Thu, 3 Oct 2024 14:32:57 +0400 Subject: [PATCH 15/79] improve language --- README.md | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/README.md b/README.md index 0a219e8..ae4f3b0 100644 --- a/README.md +++ b/README.md @@ -79,7 +79,7 @@ Use of Gemini API in either Google AI or Vertex AI is almost identical. The majo ### Using Environment variables -In the cloud most settings are configured via environment variables (EnvVars). The ease of configuration, their wide spread support and the simplicity of environment variables makes them a very interesting option. +In the cloud most settings are configured via environment variables (EnvVars). The ease of configuration, their widespread support and the simplicity of environment variables makes them a very interesting option. | Variable Name | Description | |--------------------------------|---------------------------------------------------------------| @@ -91,7 +91,7 @@ In the cloud most settings are configured via environment variables (EnvVars). T | GOOGLE_APPLICATION_CREDENTIALS | Path to the application credentials file. | | GOOGLE_WEB_CREDENTIALS | Path to a Web credentials file. | -Using any environment variable provides a simplified access to a model. +Using any environment variable provides simplified access to a model. ```csharp using Mscc.GenerativeAI; @@ -132,7 +132,7 @@ var model = vertex.GenerativeModel(model: Model.Gemini15Pro); model.AccessToken = accessToken; ``` -The `ConfigurationFixture` type in the test project implements multiple options to retrieve sensitive information, ie. API key or access token. +The `ConfigurationFixture` type in the test project implements multiple options to retrieve sensitive information, i.e. API key or access token. ### Using Google AI Gemini API @@ -254,7 +254,7 @@ Read more about [Gemini 1.5: Our next-generation model, now available for Privat The Gemini API lets you tune models on your own data. Since it's your data and your tuned models this needs stricter access controls than API-Keys can provide. -Before you can create a tuned model, you'll need to [setup OAuth for your project](https://ai.google.dev/palm_docs/oauth_quickstart). +Before you can create a tuned model, you'll need to [set up OAuth for your project](https://ai.google.dev/palm_docs/oauth_quickstart). ```csharp using Mscc.GenerativeAI; From b70f6f58a6a47aee28ece6384c7b82018cd0e8d3 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Sun, 13 Oct 2024 08:23:55 +0400 Subject: [PATCH 16/79] add properties `State`, `Error`, and `VideoMetadata` to type `FileResource`. --- .../Enums/StateFileResource.cs | 30 +++++++++++++++++ .../Types/Generative/FileResource.cs | 12 +++++++ .../Types/Generative/Status.cs | 33 +++++++++++++++++++ 3 files changed, 75 insertions(+) create mode 100644 src/Mscc.GenerativeAI/Enums/StateFileResource.cs create mode 100644 src/Mscc.GenerativeAI/Types/Generative/Status.cs diff --git a/src/Mscc.GenerativeAI/Enums/StateFileResource.cs b/src/Mscc.GenerativeAI/Enums/StateFileResource.cs new file mode 100644 index 0000000..6aca3cc --- /dev/null +++ b/src/Mscc.GenerativeAI/Enums/StateFileResource.cs @@ -0,0 +1,30 @@ +#if NET472_OR_GREATER || NETSTANDARD2_0 +using System.Text.Json.Serialization; +#endif + +namespace Mscc.GenerativeAI +{ + /// + /// States for the lifecycle of a File. + /// + [JsonConverter(typeof(JsonStringEnumConverter))] + public enum StateFileResource + { + /// + /// The default value. This value is used if the state is omitted. + /// + StateUnspecified = 0, + /// + /// File is being processed and cannot be used for inference yet. + /// + Processing, + /// + /// File is processed and available for inference. + /// + Active, + /// + /// File failed processing. + /// + Failed + } +} \ No newline at end of file diff --git a/src/Mscc.GenerativeAI/Types/Generative/FileResource.cs b/src/Mscc.GenerativeAI/Types/Generative/FileResource.cs index 7e5745a..8436995 100644 --- a/src/Mscc.GenerativeAI/Types/Generative/FileResource.cs +++ b/src/Mscc.GenerativeAI/Types/Generative/FileResource.cs @@ -53,5 +53,17 @@ public class FileResource /// Output only. The uri of the File. /// public string Uri { get; set; } + /// + /// Output only. Processing state of the File. + /// + public StateFileResource State { get; set; } + /// + /// Output only. Error status if File processing failed. + /// + public Status Error { get; set; } + /// + /// Output only. Metadata for a video. + /// + public VideoMetadata VideoMetadata { get; set; } } } \ No newline at end of file diff --git a/src/Mscc.GenerativeAI/Types/Generative/Status.cs b/src/Mscc.GenerativeAI/Types/Generative/Status.cs new file mode 100644 index 0000000..fb45650 --- /dev/null +++ b/src/Mscc.GenerativeAI/Types/Generative/Status.cs @@ -0,0 +1,33 @@ +using System.Collections.Generic; + +namespace Mscc.GenerativeAI +{ + /// + /// The `Status` type defines a logical error model that is suitable for + /// different programming environments, including REST APIs and RPC APIs. + /// + /// + /// It is used by [gRPC](https://github.com/grpc). + /// Each `Status` message contains three pieces of data: error code, + /// error message, and error details. You can find out more about + /// this error model and how to work with it in the [API Design Guide](https://cloud.google.com/apis/design/errors). + /// + public class Status + { + /// + /// The status code, which should be an enum value of google.rpc.Code. + /// + public int Code { get; set; } + /// + /// A developer-facing error message, which should be in English. + /// Any user-facing error message should be localized and sent in + /// the google.rpc.Status.details field, or localized by the client. + /// + public string Message { get; set; } + /// + /// A list of messages that carry the error details. + /// There is a common set of message types for APIs to use. + /// + public List Details { get; set; } + } +} \ No newline at end of file From 94c34dc084927954c496b3ea3bccac00e71313a5 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Sun, 13 Oct 2024 08:31:34 +0400 Subject: [PATCH 17/79] enhance returned error information #33 --- .../GenerativeAIExtensions.cs | 57 +++++++++++++++++++ src/Mscc.GenerativeAI/GenerativeModel.cs | 48 ++++++++-------- 2 files changed, 81 insertions(+), 24 deletions(-) diff --git a/src/Mscc.GenerativeAI/GenerativeAIExtensions.cs b/src/Mscc.GenerativeAI/GenerativeAIExtensions.cs index fdc53bf..0608ef2 100644 --- a/src/Mscc.GenerativeAI/GenerativeAIExtensions.cs +++ b/src/Mscc.GenerativeAI/GenerativeAIExtensions.cs @@ -746,5 +746,62 @@ internal static string GetMimeType(string uri) default: return "application/octet-stream"; } } + + /// + /// Throws an exception if the IsSuccessStatusCode property for the HTTP response is false. + /// + /// The HTTP response message to check. + /// Custom error message to prepend the message."/> + /// Include the response content in the error message. + /// The HTTP response message if the call is successful. + /// + internal static async Task EnsureSuccessAsync(this HttpResponseMessage response, + string? errorMessage = null, bool includeResponseContent = true) + { + if (response.IsSuccessStatusCode) return response; + + errorMessage = !string.IsNullOrEmpty(errorMessage) + ? errorMessage + : Constants.RequestFailed; + string? errorMessageContent = includeResponseContent + ? Environment.NewLine + await response.Content.ReadAsStringAsync() + : string.Empty; + + throw new HttpRequestException($"{errorMessage}{Environment.NewLine}{Constants.RequestFailedWithStatusCode}{response.StatusCode}{errorMessageContent.Truncate()}"); + } + + /// + /// Truncates/abbreviates a string and places a user-facing indicator at the end. + /// + /// The string to truncate. + /// Maximum length of the resulting string. + /// Optional. Indicator to use, by default the ellipsis … + /// The truncated string + /// Thrown when the parameter is null or empty. + /// Thrown when the length of the is larger than the . + internal static string Truncate(this string value, + int maxLength = 4096, string suffix = "…") + { + if (string.IsNullOrWhiteSpace(value)) return value; + if (string.IsNullOrEmpty(suffix)) throw new ArgumentException(nameof(suffix)); + if (suffix.Length > maxLength) + throw new ArgumentOutOfRangeException(nameof(suffix), + $"Suffix '{suffix}' (length {suffix.Length} cannot be larger than maximal length {maxLength}."); + + if (maxLength - suffix.Length >= 0 && maxLength - suffix.Length <= value.Length) + { +#if NET472_OR_GREATER || NETSTANDARD2_0 + value = value.Length >= maxLength + ? value.Substring(0, maxLength - suffix.Length) + suffix + : value; +#else + value = value.Length >= maxLength + ? value[..(maxLength - suffix.Length)] + suffix + : value; +#endif + } + + return value; + } } } diff --git a/src/Mscc.GenerativeAI/GenerativeModel.cs b/src/Mscc.GenerativeAI/GenerativeModel.cs index b317a75..0dcde54 100644 --- a/src/Mscc.GenerativeAI/GenerativeModel.cs +++ b/src/Mscc.GenerativeAI/GenerativeModel.cs @@ -345,7 +345,7 @@ public async Task> ListModels(bool tuned = false, url = ParseUrl(url).AddQueryString(queryStringParams); var response = await Client.GetAsync(url); - response.EnsureSuccessStatusCode(); + await response.EnsureSuccessAsync(); var models = await Deserialize(response); return models?.Models!; } @@ -371,7 +371,7 @@ public async Task GetModel(string? model = null) var url = $"{EndpointGoogleAi}/{Version}/{model}"; url = ParseUrl(url); var response = await Client.GetAsync(url); - response.EnsureSuccessStatusCode(); + await response.EnsureSuccessAsync(); return await Deserialize(response); } @@ -402,7 +402,7 @@ public async Task CreateTunedModel(CreateTunedModelReq string json = Serialize(request); var payload = new StringContent(json, Encoding.UTF8, Constants.MediaType); var response = await Client.PostAsync(url, payload); - response.EnsureSuccessStatusCode(); + await response.EnsureSuccessAsync(); return await Deserialize(response); } @@ -427,7 +427,7 @@ public async Task DeleteTunedModel(string model) var url = $"{EndpointGoogleAi}/{Version}/{model}"; // v1beta3 url = ParseUrl(url); var response = await Client.DeleteAsync(url); - response.EnsureSuccessStatusCode(); + await response.EnsureSuccessAsync(); return await response.Content.ReadAsStringAsync(); } @@ -472,7 +472,7 @@ public async Task UpdateTunedModel(string model, ModelResponse tu #else var response = await Client.PatchAsync(url, payload); #endif - response.EnsureSuccessStatusCode(); + await response.EnsureSuccessAsync(); return await Deserialize(response); } @@ -501,7 +501,7 @@ public async Task TransferOwnership(string model, string emailAddress) string json = Serialize(new { EmailAddress = emailAddress }); // TransferOwnershipRequest var payload = new StringContent(json, Encoding.UTF8, Constants.MediaType); var response = await Client.PostAsync(url, payload); - response.EnsureSuccessStatusCode(); + await response.EnsureSuccessAsync(); return await response.Content.ReadAsStringAsync(); } @@ -562,7 +562,7 @@ public async Task UploadFile(string uri, }); var response = await Client.PostAsync(url, multipartContent, cancellationToken); - response.EnsureSuccessStatusCode(); + await response.EnsureSuccessAsync(); return await Deserialize(response); } } @@ -589,7 +589,7 @@ public async Task ListFiles(int? pageSize = 100, url = ParseUrl(url).AddQueryString(queryStringParams); var response = await Client.GetAsync(url); - response.EnsureSuccessStatusCode(); + await response.EnsureSuccessAsync(); return await Deserialize(response); } @@ -611,7 +611,7 @@ public async Task GetFile(string file) var url = $"{EndpointGoogleAi}/{Version}/{file}"; url = ParseUrl(url); var response = await Client.GetAsync(url); - response.EnsureSuccessStatusCode(); + await response.EnsureSuccessAsync(); return await Deserialize(response); } @@ -633,7 +633,7 @@ public async Task DeleteFile(string file) var url = $"{EndpointGoogleAi}/{Version}/{file}"; // v1beta3 url = ParseUrl(url); var response = await Client.DeleteAsync(url); - response.EnsureSuccessStatusCode(); + await response.EnsureSuccessAsync(); return await response.Content.ReadAsStringAsync(); } @@ -683,7 +683,7 @@ public async Task GenerateContent(GenerateContentReques // " Please upload your files with the File API instead." // "`f = genai.upload_file(path); m.generate_content(['tell me about this file:', f])`" // ) - response.EnsureSuccessStatusCode(); + await response.EnsureSuccessAsync(); if (_useVertexAi) { @@ -846,7 +846,7 @@ public async IAsyncEnumerable GenerateContentStream(Gen using (var response = await Client.SendAsync(message, HttpCompletionOption.ResponseHeadersRead, cancellationToken)) { - response.EnsureSuccessStatusCode(); + await response.EnsureSuccessAsync(); if (response.Content is not null) { using var stream = await response.Content.ReadAsStreamAsync(); @@ -936,7 +936,7 @@ internal async IAsyncEnumerable GenerateContentStreamSS using (var response = await Client.SendAsync(message, HttpCompletionOption.ResponseHeadersRead, cancellationToken)) { - response.EnsureSuccessStatusCode(); + await response.EnsureSuccessAsync(); if (response.Content is not null) { using (var sr = new StreamReader(await response.Content.ReadAsStreamAsync())) @@ -980,7 +980,7 @@ public async Task GenerateAnswer(GenerateAnswerRequest? string json = Serialize(request); var payload = new StringContent(json, Encoding.UTF8, Constants.MediaType); var response = await Client.PostAsync(url, payload); - response.EnsureSuccessStatusCode(); + await response.EnsureSuccessAsync(); // if (_useVertexAi) // { @@ -1055,7 +1055,7 @@ public async Task EmbedContent(EmbedContentRequest request string json = Serialize(request); var payload = new StringContent(json, Encoding.UTF8, Constants.MediaType); var response = await Client.PostAsync(url, payload); - response.EnsureSuccessStatusCode(); + await response.EnsureSuccessAsync(); return await Deserialize(response); } @@ -1205,7 +1205,7 @@ public async Task CountTokens(GenerateContentRequest? reque } var response = await Client.PostAsync(url, payload); - response.EnsureSuccessStatusCode(); + await response.EnsureSuccessAsync(); return await Deserialize(response); } @@ -1293,7 +1293,7 @@ public async Task GenerateText(GenerateTextRequest? reques string json = Serialize(request); var payload = new StringContent(json, Encoding.UTF8, Constants.MediaType); var response = await Client.PostAsync(url, payload); - response.EnsureSuccessStatusCode(); + await response.EnsureSuccessAsync(); return await Deserialize(response); } @@ -1329,7 +1329,7 @@ public async Task CountTokens(GenerateTextRequest? request, } var response = await Client.PostAsync(url, payload); - response.EnsureSuccessStatusCode(); + await response.EnsureSuccessAsync(); return await Deserialize(response); } @@ -1351,7 +1351,7 @@ public async Task GenerateMessage(GenerateMessageReques string json = Serialize(request); var payload = new StringContent(json, Encoding.UTF8, Constants.MediaType); var response = await Client.PostAsync(url, payload); - response.EnsureSuccessStatusCode(); + await response.EnsureSuccessAsync(); return await Deserialize(response); } @@ -1387,7 +1387,7 @@ public async Task CountTokens(GenerateMessageRequest reques } var response = await Client.PostAsync(url, payload); - response.EnsureSuccessStatusCode(); + await response.EnsureSuccessAsync(); return await Deserialize(response); } @@ -1410,7 +1410,7 @@ public async Task EmbedText(EmbedTextRequest request) string json = Serialize(request); var payload = new StringContent(json, Encoding.UTF8, Constants.MediaType); var response = await Client.PostAsync(url, payload); - response.EnsureSuccessStatusCode(); + await response.EnsureSuccessAsync(); return await Deserialize(response); } @@ -1451,7 +1451,7 @@ public async Task CountTokens(EmbedTextRequest request, } var response = await Client.PostAsync(url, payload); - response.EnsureSuccessStatusCode(); + await response.EnsureSuccessAsync(); return await Deserialize(response); } @@ -1514,7 +1514,7 @@ private async Task> ListTunedModels(int? pageSize = null, url = ParseUrl(url).AddQueryString(queryStringParams); var response = await Client.GetAsync(url); - response.EnsureSuccessStatusCode(); + await response.EnsureSuccessAsync(); var models = await Deserialize(response); return models?.TunedModels!; } @@ -1667,7 +1667,7 @@ private string RunExternalExe(string filename, string? arguments = null) var stdOutput = new StringBuilder(); process.OutputDataReceived += (sender, args) => stdOutput.AppendLine(args.Data); // Use AppendLine rather than Append since args.Data is one line of output, not including the newline character. - string stdError = null; + string stdError; try { process.Start(); From c4968aad510a9315972126f2ff8dea0a05db1b4c Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Sun, 13 Oct 2024 08:32:54 +0400 Subject: [PATCH 18/79] enhance returned error information #33 --- src/Mscc.GenerativeAI/Constants/Constants.cs | 2 ++ 1 file changed, 2 insertions(+) diff --git a/src/Mscc.GenerativeAI/Constants/Constants.cs b/src/Mscc.GenerativeAI/Constants/Constants.cs index 42ff4a7..3122aa2 100644 --- a/src/Mscc.GenerativeAI/Constants/Constants.cs +++ b/src/Mscc.GenerativeAI/Constants/Constants.cs @@ -5,5 +5,7 @@ internal struct Constants internal const uint ChunkSize = 8388608; internal const long MaxUploadFileSize = 2147483648; internal const string MediaType = "application/json"; + internal const string RequestFailed = "Request failed"; + internal const string RequestFailedWithStatusCode = "Request failed with Status Code: "; } } \ No newline at end of file From 83280338b0fb990a77bea8a0706e66132a928c17 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Sun, 13 Oct 2024 08:34:47 +0400 Subject: [PATCH 19/79] update enums according to $discovery --- src/Mscc.GenerativeAI/Enums/BlockedReason.cs | 13 ++++++++++--- src/Mscc.GenerativeAI/Enums/FinishReason.cs | 8 ++++++-- .../Enums/HarmBlockThreshold.cs | 16 ++++++++++------ src/Mscc.GenerativeAI/Enums/HarmCategory.cs | 4 ++++ src/Mscc.GenerativeAI/Enums/Operator.cs | 6 +++--- src/Mscc.GenerativeAI/Enums/ParameterType.cs | 2 +- src/Mscc.GenerativeAI/Enums/State.cs | 2 +- 7 files changed, 35 insertions(+), 16 deletions(-) diff --git a/src/Mscc.GenerativeAI/Enums/BlockedReason.cs b/src/Mscc.GenerativeAI/Enums/BlockedReason.cs index 0d95e71..b54379c 100644 --- a/src/Mscc.GenerativeAI/Enums/BlockedReason.cs +++ b/src/Mscc.GenerativeAI/Enums/BlockedReason.cs @@ -8,7 +8,6 @@ namespace Mscc.GenerativeAI /// A list of reasons why content may have been blocked. /// [JsonConverter(typeof(JsonStringEnumConverter))] - public enum BlockedReason { /// @@ -21,8 +20,16 @@ public enum BlockedReason /// Safety = 1, /// - /// Other means candidates blocked due to other reason. + /// Prompt was blocked due to unknown reasons. + /// + Other = 2, + /// + /// Prompt was blocked due to the terms which are included from the terminology blocklist. + /// + Blocklist, + /// + /// Prompt was blocked due to prohibited content. /// - Other = 2 + ProhibitedContent } } diff --git a/src/Mscc.GenerativeAI/Enums/FinishReason.cs b/src/Mscc.GenerativeAI/Enums/FinishReason.cs index c97bf71..83b9439 100644 --- a/src/Mscc.GenerativeAI/Enums/FinishReason.cs +++ b/src/Mscc.GenerativeAI/Enums/FinishReason.cs @@ -26,7 +26,7 @@ public enum FinishReason MaxTokens = 2, /// /// Safety means the token generation was stopped as the response was flagged for safety - /// reasons. NOTE: When streaming the Candidate.content will be empty if + /// reasons. NOTE: When streaming the Candidate.Content will be empty if /// content filters blocked the output. /// Safety = 3, @@ -53,6 +53,10 @@ public enum FinishReason /// The token generation was stopped as the response was flagged for /// Sensitive Personally Identifiable Information (SPII) contents. /// - Spii = 8 + Spii = 8, + /// + /// The function call generated by the model is invalid. + /// + MalformedFunctionCall = 9 } } \ No newline at end of file diff --git a/src/Mscc.GenerativeAI/Enums/HarmBlockThreshold.cs b/src/Mscc.GenerativeAI/Enums/HarmBlockThreshold.cs index bebe0ab..34dd28a 100644 --- a/src/Mscc.GenerativeAI/Enums/HarmBlockThreshold.cs +++ b/src/Mscc.GenerativeAI/Enums/HarmBlockThreshold.cs @@ -12,24 +12,28 @@ namespace Mscc.GenerativeAI public enum HarmBlockThreshold { /// - /// BlockUnspecified means unspecified harm block threshold. + /// Threshold is unspecified. /// HarmBlockThresholdUnspecified = 0, /// - /// BlockLowAndAbove means block low threshold and above (i.e. block more). + /// Content with NEGLIGIBLE will be allowed. /// BlockLowAndAbove = 1, /// - /// BlockMediumAndAbove means block medium threshold and above. + /// Content with NEGLIGIBLE and LOW will be allowed. /// BlockMediumAndAbove = 2, /// - /// BlockOnlyHigh means block only high threshold (i.e. block less). + /// Content with NEGLIGIBLE, LOW, and MEDIUM will be allowed. /// BlockOnlyHigh = 3, /// - /// BlockNone means block none. + /// All content will be allowed. /// - BlockNone = 4 + BlockNone = 4, + /// + /// Turn off the safety filter. + /// + None } } diff --git a/src/Mscc.GenerativeAI/Enums/HarmCategory.cs b/src/Mscc.GenerativeAI/Enums/HarmCategory.cs index 6d4983b..7da760e 100644 --- a/src/Mscc.GenerativeAI/Enums/HarmCategory.cs +++ b/src/Mscc.GenerativeAI/Enums/HarmCategory.cs @@ -32,6 +32,10 @@ public enum HarmCategory /// HarmCategorySexuallyExplicit means the harm category is sexually explicit content. /// HarmCategorySexuallyExplicit = 4, + /// + /// Content that may be used to harm civic integrity. + /// + HarmCategoryCivicIntegrity = 5, #region "PaLM 2" safety settings diff --git a/src/Mscc.GenerativeAI/Enums/Operator.cs b/src/Mscc.GenerativeAI/Enums/Operator.cs index c5ebca8..afcd6d5 100644 --- a/src/Mscc.GenerativeAI/Enums/Operator.cs +++ b/src/Mscc.GenerativeAI/Enums/Operator.cs @@ -13,7 +13,7 @@ public enum Operator /// /// The default value. This value is unused. /// - Unspecified = 0, + OperatorUnspecified = 0, /// /// Supported by numeric. /// @@ -39,11 +39,11 @@ public enum Operator /// NotEqual = 6, /// - /// Supported by string only when CustomMetadata value type for the given key has a stringListValue. + /// Supported by string only when value type for the given key has a stringListValue. /// Includes = 7, /// - /// Supported by string only when CustomMetadata value type for the given key has a stringListValue. + /// Supported by string only when value type for the given key has a stringListValue. /// Excludes = 8 } diff --git a/src/Mscc.GenerativeAI/Enums/ParameterType.cs b/src/Mscc.GenerativeAI/Enums/ParameterType.cs index d2cb54b..fc80476 100644 --- a/src/Mscc.GenerativeAI/Enums/ParameterType.cs +++ b/src/Mscc.GenerativeAI/Enums/ParameterType.cs @@ -13,7 +13,7 @@ public enum ParameterType /// /// Unspecified means not specified, should not be used. /// - Unspecified = 0, + TypeUnspecified = 0, /// /// String means openAPI string type /// diff --git a/src/Mscc.GenerativeAI/Enums/State.cs b/src/Mscc.GenerativeAI/Enums/State.cs index 7ad7d30..68b071f 100644 --- a/src/Mscc.GenerativeAI/Enums/State.cs +++ b/src/Mscc.GenerativeAI/Enums/State.cs @@ -13,7 +13,7 @@ public enum State /// /// The default value. This value is unused. /// - Unspecified = 0, + StateUnspecified = 0, /// /// The model is being created. /// From 99a5cb3a9f5569e6deed128ead6b122f769b3483 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Sun, 13 Oct 2024 08:35:45 +0400 Subject: [PATCH 20/79] sync target frameworks among projects --- src/Mscc.GenerativeAI.Google/Mscc.GenerativeAI.Google.csproj | 5 +++-- src/Mscc.GenerativeAI.Web/Mscc.GenerativeAI.Web.csproj | 5 +++-- 2 files changed, 6 insertions(+), 4 deletions(-) diff --git a/src/Mscc.GenerativeAI.Google/Mscc.GenerativeAI.Google.csproj b/src/Mscc.GenerativeAI.Google/Mscc.GenerativeAI.Google.csproj index 3201598..0a33171 100644 --- a/src/Mscc.GenerativeAI.Google/Mscc.GenerativeAI.Google.csproj +++ b/src/Mscc.GenerativeAI.Google/Mscc.GenerativeAI.Google.csproj @@ -1,7 +1,8 @@  - net8.0;net6.0;net7.0;netstandard2.0 + netstandard2.0;net472;net6.0;net8.0 + Library latest false PackageReference @@ -54,7 +55,7 @@ - + diff --git a/src/Mscc.GenerativeAI.Web/Mscc.GenerativeAI.Web.csproj b/src/Mscc.GenerativeAI.Web/Mscc.GenerativeAI.Web.csproj index e47bbdc..5b86a16 100644 --- a/src/Mscc.GenerativeAI.Web/Mscc.GenerativeAI.Web.csproj +++ b/src/Mscc.GenerativeAI.Web/Mscc.GenerativeAI.Web.csproj @@ -1,7 +1,8 @@  - netstandard2.0 + netstandard2.0;net472;net6.0;net8.0 + Library latest false PackageReference @@ -46,7 +47,7 @@ - + From 62165cd27f125eff94bb6716342b2d81c41a9ca0 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Sun, 13 Oct 2024 08:36:07 +0400 Subject: [PATCH 21/79] improve test cases --- .../GenerativeModelGoogle_Should.cs | 7 ++++--- 1 file changed, 4 insertions(+), 3 deletions(-) diff --git a/tests/Mscc.GenerativeAI.Google/GenerativeModelGoogle_Should.cs b/tests/Mscc.GenerativeAI.Google/GenerativeModelGoogle_Should.cs index cc20b55..27591c0 100644 --- a/tests/Mscc.GenerativeAI.Google/GenerativeModelGoogle_Should.cs +++ b/tests/Mscc.GenerativeAI.Google/GenerativeModelGoogle_Should.cs @@ -6,6 +6,7 @@ using FluentAssertions; using Mscc.GenerativeAI; using Mscc.GenerativeAI.Google; +using System.Threading.Tasks; using Xunit; using Xunit.Abstractions; @@ -50,7 +51,7 @@ public void Initiate_Static_OAuth() public void Initiate_Static_ServiceAccount() { // Arrange - var serviceAccount = ""; + //var serviceAccount = ""; // Act var vertex = GenerativeModelGoogle.CreateInstance(_fixture.ServiceAccount, passphrase:_fixture.Passphrase); @@ -126,7 +127,7 @@ public void Initiate_Model(string expected) } [Fact] - public async void List_Models() + public async Task List_Models() { // Arrange var vertex = new GenerativeModelGoogle() @@ -141,7 +142,7 @@ public async void List_Models() } [Fact] - public async void List_Models_With_ServiceAccount() + public async Task List_Models_With_ServiceAccount() { // Arrange var vertex = GenerativeModelGoogle.CreateInstance(_fixture.ServiceAccount, passphrase:_fixture.Passphrase) From a56a6f5782768a1c017aee89a6bccfc73c3eb9af Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Sun, 13 Oct 2024 09:31:37 +0400 Subject: [PATCH 22/79] overload method of `UploadMedia` to support stream types #38 --- src/Mscc.GenerativeAI/GenerativeModel.cs | 49 ++++++++++++++++++- .../GoogleAi_Gemini15Pro_Should.cs | 38 ++++++++++++++ 2 files changed, 86 insertions(+), 1 deletion(-) diff --git a/src/Mscc.GenerativeAI/GenerativeModel.cs b/src/Mscc.GenerativeAI/GenerativeModel.cs index 0dcde54..83a33f6 100644 --- a/src/Mscc.GenerativeAI/GenerativeModel.cs +++ b/src/Mscc.GenerativeAI/GenerativeModel.cs @@ -509,7 +509,7 @@ public async Task TransferOwnership(string model, string emailAddress) /// Uploads a file to the File API backend. /// /// URI or path to the file to upload. - /// A name displazed for the uploaded file. + /// A name displayed for the uploaded file. /// Flag indicating whether to use resumable upload. /// A cancellation token to cancel the upload. /// A URI of the uploaded file. @@ -567,6 +567,53 @@ public async Task UploadFile(string uri, } } + public async Task UploadFile(Stream stream, + string displayName, + string mimeType, + bool resumable = false, + CancellationToken cancellationToken = default) + { + if (stream == null) throw new ArgumentNullException(nameof(stream)); + if (stream.Length > Constants.MaxUploadFileSize) throw new MaxUploadFileSizeException(nameof(stream)); + if (string.IsNullOrEmpty(mimeType)) throw new ArgumentException(nameof(mimeType)); + if (string.IsNullOrEmpty(displayName)) throw new ArgumentException(nameof(displayName)); + + var totalBytes = stream.Length; + var request = new UploadMediaRequest() + { + File = new FileRequest() + { + DisplayName = displayName + } + }; + + var url = $"{EndpointGoogleAi}/upload/{Version}/files"; // v1beta3 // ?key={apiKey} + if (resumable) + { + url = $"{EndpointGoogleAi}/resumable/upload/{Version}/files"; // v1beta3 // ?key={apiKey} + } + url = ParseUrl(url).AddQueryString(new Dictionary() + { + ["alt"] = "json", + ["uploadType"] = "multipart" + }); + string json = Serialize(request); + + var multipartContent = new MultipartContent("related"); + multipartContent.Add(new StringContent(json, Encoding.UTF8, Constants.MediaType)); + multipartContent.Add(new StreamContent(stream, (int)Constants.ChunkSize) + { + Headers = { + ContentType = new MediaTypeHeaderValue(mimeType), + ContentLength = totalBytes + } + }); + + var response = await Client.PostAsync(url, multipartContent, cancellationToken); + await response.EnsureSuccessAsync(); + return await Deserialize(response); + } + /// /// Lists the metadata for Files owned by the requesting project. /// diff --git a/tests/Mscc.GenerativeAI/GoogleAi_Gemini15Pro_Should.cs b/tests/Mscc.GenerativeAI/GoogleAi_Gemini15Pro_Should.cs index 7193463..9383b35 100644 --- a/tests/Mscc.GenerativeAI/GoogleAi_Gemini15Pro_Should.cs +++ b/tests/Mscc.GenerativeAI/GoogleAi_Gemini15Pro_Should.cs @@ -349,6 +349,44 @@ public async void Upload_File_WithResume_Using_FileAPI() File.Delete(filePath); } + [Theory] + [InlineData("scones.jpg", "Set of blueberry scones", "image/jpeg")] + [InlineData("cat.jpg", "Wildcat on snow", "image/jpeg")] + [InlineData("cat.jpg", "Cat in the snow", "image/jpeg")] + [InlineData("image.jpg", "Sample drawing", "image/jpeg")] + [InlineData("animals.mp4", "Zootopia in da house", "video/mp4")] + [InlineData("sample.mp3", "State_of_the_Union_Address_30_January_1961", "audio/mp3")] + [InlineData("pixel.mp3", "Pixel Feature Drops: March 2023", "audio/mp3")] + [InlineData("gemini.pdf", + "Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context", "application/pdf")] + public async void Upload_Stream_Using_FileAPI(string filename, string displayName, string mimeType) + { + // Arrange + var filePath = Path.Combine(Environment.CurrentDirectory, "payload", filename); + IGenerativeAI genAi = new GoogleAI(_fixture.ApiKey); + var model = genAi.GenerativeModel(_model); + + // Act + using (var fs = new FileStream(filePath, FileMode.Open)) + { + var response = await model.UploadFile(fs, displayName, mimeType); + + // Assert + response.Should().NotBeNull(); + response.File.Should().NotBeNull(); + response.File.Name.Should().NotBeNull(); + response.File.DisplayName.Should().Be(displayName); + // response.File.MimeType.Should().Be("image/jpeg"); + // response.File.CreateTime.Should().BeGreaterThan(DateTime.Now.Add(TimeSpan.FromHours(48))); + // response.File.ExpirationTime.Should().NotBeNull(); + // response.File.UpdateTime.Should().NotBeNull(); + response.File.SizeBytes.Should().BeGreaterThan(0); + response.File.Sha256Hash.Should().NotBeNull(); + response.File.Uri.Should().NotBeNull(); + _output.WriteLine($"Uploaded file '{response?.File.DisplayName}' as: {response?.File.Uri}"); + } + } + [Fact] public async void List_Files() { From 57cd6250f788897cac14c910e92877608b84042d Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Sun, 13 Oct 2024 09:33:41 +0400 Subject: [PATCH 23/79] bump version --- README.md | 2 +- VERSION | 2 +- src/Mscc.GenerativeAI.Google/CHANGELOG.md | 6 ++++++ src/Mscc.GenerativeAI.Web/CHANGELOG.md | 6 ++++++ src/Mscc.GenerativeAI/CHANGELOG.md | 14 ++++++++++++++ 5 files changed, 28 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index ae4f3b0..f05aad0 100644 --- a/README.md +++ b/README.md @@ -35,7 +35,7 @@ Alternatively, add the following line to your `.csproj` file. ```text - + ``` diff --git a/VERSION b/VERSION index 6463e95..49ebdd6 100644 --- a/VERSION +++ b/VERSION @@ -1 +1 @@ -1.6.4 \ No newline at end of file +1.6.5 \ No newline at end of file diff --git a/src/Mscc.GenerativeAI.Google/CHANGELOG.md b/src/Mscc.GenerativeAI.Google/CHANGELOG.md index 197eb7d..342af68 100644 --- a/src/Mscc.GenerativeAI.Google/CHANGELOG.md +++ b/src/Mscc.GenerativeAI.Google/CHANGELOG.md @@ -11,6 +11,12 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 ### Changed ### Fixed +## 1.6.5 + +### Changed + +- bump version + ## 1.6.4 ### Changed diff --git a/src/Mscc.GenerativeAI.Web/CHANGELOG.md b/src/Mscc.GenerativeAI.Web/CHANGELOG.md index 44ca04a..e67a0ed 100644 --- a/src/Mscc.GenerativeAI.Web/CHANGELOG.md +++ b/src/Mscc.GenerativeAI.Web/CHANGELOG.md @@ -11,6 +11,12 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 ### Changed ### Fixed +## 1.6.5 + +### Changed + +- bump version + ## 1.6.4 ### Changed diff --git a/src/Mscc.GenerativeAI/CHANGELOG.md b/src/Mscc.GenerativeAI/CHANGELOG.md index 7fa12bd..e076235 100644 --- a/src/Mscc.GenerativeAI/CHANGELOG.md +++ b/src/Mscc.GenerativeAI/CHANGELOG.md @@ -16,6 +16,20 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 ### Changed ### Fixed +## 1.6.5 + +### Added + +- add properties `State`, `Error`, and `VideoMetadata` to type `FileResource`. [#33](https://github.com/mscraftsman/generative-ai/issues/33) +- overload method of `UploadMedia` to support stream types ([#38](https://github.com/mscraftsman/generative-ai/issues/38)) + +### Changed + +- use of using expression to dispose `FileStream` after upload [#35](https://github.com/mscraftsman/generative-ai/pull/37) - thanks @rsmithsa +- enhance returned error information [#33](https://github.com/mscraftsman/generative-ai/issues/33) +- update enums according to $discovery +- sync target frameworks among projects + ## 1.6.4 ### Changed From e8b23edc7ae5cbbd7a9cc0c605cf45ff7491a7d9 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Mon, 14 Oct 2024 21:41:50 +0400 Subject: [PATCH 24/79] add XMLdoc for stream upload --- src/Mscc.GenerativeAI/GenerativeModel.cs | 14 ++++++++++++++ 1 file changed, 14 insertions(+) diff --git a/src/Mscc.GenerativeAI/GenerativeModel.cs b/src/Mscc.GenerativeAI/GenerativeModel.cs index 83a33f6..4801ff6 100644 --- a/src/Mscc.GenerativeAI/GenerativeModel.cs +++ b/src/Mscc.GenerativeAI/GenerativeModel.cs @@ -567,6 +567,20 @@ public async Task UploadFile(string uri, } } + + /// + /// Uploads a stream to the File API backend. + /// + /// Stream to upload. + /// A name displayed for the uploaded file. + /// The MIME type of the stream content. + /// Flag indicating whether to use resumable upload. + /// A cancellation token to cancel the upload. + /// A URI of the uploaded file. + /// Thrown when the is null or empty. + /// Thrown when the size exceeds the maximum allowed size. + /// Thrown when the upload fails. + /// Thrown when the request fails to execute. public async Task UploadFile(Stream stream, string displayName, string mimeType, From b9a47e69279909e4609acb0e49d57808a5ae76f3 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Mon, 14 Oct 2024 21:49:47 +0400 Subject: [PATCH 25/79] Contents is required not optional --- .../Types/Generative/GenerateContentRequest.cs | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/Mscc.GenerativeAI/Types/Generative/GenerateContentRequest.cs b/src/Mscc.GenerativeAI/Types/Generative/GenerateContentRequest.cs index 6669148..39e2b84 100644 --- a/src/Mscc.GenerativeAI/Types/Generative/GenerateContentRequest.cs +++ b/src/Mscc.GenerativeAI/Types/Generative/GenerateContentRequest.cs @@ -17,7 +17,7 @@ public class GenerateContentRequest /// Required. The content of the current conversation with the model. /// For single-turn queries, this is a single instance. For multi-turn queries, this is a repeated field that contains conversation history + latest request. /// - public List? Contents { get; set; } + public List Contents { get; set; } /// /// Optional. Configuration options for model generation and outputs. /// From a450f67368b6ad6ab68ffcf2de606c370c92954a Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Mon, 14 Oct 2024 21:51:47 +0400 Subject: [PATCH 26/79] add extension methods for `GeneratedFiles` and `CachedContents` --- .../GenerativeAIExtensions.cs | 24 +++++++++++++++++++ 1 file changed, 24 insertions(+) diff --git a/src/Mscc.GenerativeAI/GenerativeAIExtensions.cs b/src/Mscc.GenerativeAI/GenerativeAIExtensions.cs index 0608ef2..41060c4 100644 --- a/src/Mscc.GenerativeAI/GenerativeAIExtensions.cs +++ b/src/Mscc.GenerativeAI/GenerativeAIExtensions.cs @@ -79,6 +79,30 @@ public static void GuardSupportedLanguage(this string language) return value; } + public static string? SanitizeGeneratedFileName(this string? value) + { + if (value == null) return value; + + if (!value.StartsWith("generatedFile", StringComparison.InvariantCultureIgnoreCase)) + { + return $"generatedFiles/{value}"; + } + + return value; + } + + public static string? SanitizeCachedContentName(this string? value) + { + if (value == null) return value; + + if (!value.StartsWith("cachedContent", StringComparison.InvariantCultureIgnoreCase)) + { + return $"cachedContents/{value}"; + } + + return value; + } + public static string? GetValue(this JsonElement element, string key) { if (key == null) throw new ArgumentNullException(nameof(key)); From 1b677f3679be981517e9342d00396228893ad615 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Mon, 14 Oct 2024 21:52:24 +0400 Subject: [PATCH 27/79] add constant for `CachedContents` --- src/Mscc.GenerativeAI/Constants/Method.cs | 3 +++ 1 file changed, 3 insertions(+) diff --git a/src/Mscc.GenerativeAI/Constants/Method.cs b/src/Mscc.GenerativeAI/Constants/Method.cs index 74ce7df..6592661 100644 --- a/src/Mscc.GenerativeAI/Constants/Method.cs +++ b/src/Mscc.GenerativeAI/Constants/Method.cs @@ -22,6 +22,9 @@ public static class Method public static string TransferOwnership = "transferOwnership"; public static string TunedModels = "tunedModels"; + // Methods for cached content. + public static string CachedContents = "cachedContents"; + // Methods used for PaLM models. public static string BatchEmbedText = "batchEmbedText"; public static string CountMessageTokens = "countMessageTokens"; From bd25a6202a34218568caed23e6daa5934f2f9356 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Mon, 14 Oct 2024 21:52:51 +0400 Subject: [PATCH 28/79] add XMLdoc --- src/Mscc.GenerativeAI/IGenerativeAI.cs | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/src/Mscc.GenerativeAI/IGenerativeAI.cs b/src/Mscc.GenerativeAI/IGenerativeAI.cs index 1f10e7d..860244c 100644 --- a/src/Mscc.GenerativeAI/IGenerativeAI.cs +++ b/src/Mscc.GenerativeAI/IGenerativeAI.cs @@ -6,6 +6,10 @@ namespace Mscc.GenerativeAI { + /// + /// The interface shall be used to write generic implementations using either + /// Google AI Gemini API or Vertex AI Gemini API as backends. + /// public interface IGenerativeAI { /// From ec46edf780e1bcaf36ee108cff052ed98ade19c7 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Mon, 14 Oct 2024 22:07:05 +0400 Subject: [PATCH 29/79] add methods using File API to class `GoogleAI` --- src/Mscc.GenerativeAI/FilesModel.cs | 96 ++++++++++ src/Mscc.GenerativeAI/GoogleAI.cs | 138 +++++++++++++- src/Mscc.GenerativeAI/IGenerativeAI.cs | 2 - src/Mscc.GenerativeAI/MediaModel.cs | 169 ++++++++++++++++++ .../GoogleAi_Gemini15Pro_Should.cs | 104 +++++------ 5 files changed, 454 insertions(+), 55 deletions(-) create mode 100644 src/Mscc.GenerativeAI/FilesModel.cs create mode 100644 src/Mscc.GenerativeAI/MediaModel.cs diff --git a/src/Mscc.GenerativeAI/FilesModel.cs b/src/Mscc.GenerativeAI/FilesModel.cs new file mode 100644 index 0000000..1369c0a --- /dev/null +++ b/src/Mscc.GenerativeAI/FilesModel.cs @@ -0,0 +1,96 @@ +#if NET472_OR_GREATER || NETSTANDARD2_0 +using System; +using System.Collections.Generic; +using System.IO; +using System.Linq; +using System.Net.Http; +using System.Security.Authentication; +using System.Text.Json; +using System.Text.Json.Serialization; +using System.Threading; +using System.Threading.Tasks; +#endif + +namespace Mscc.GenerativeAI +{ + public class FilesModel : BaseGeneration + { + protected override string Version => ApiVersion.V1Beta; + private const string EndpointGoogleAi = "https://generativelanguage.googleapis.com"; + + /// + /// Lists the metadata for Files owned by the requesting project. + /// + /// The maximum number of Models to return (per page). + /// A page token, received from a previous files.list call. Provide the pageToken returned by one request as an argument to the next request to retrieve the next page. + /// List of files in File API. + /// Thrown when the functionality is not supported by the model. + /// Thrown when the request fails to execute. + public async Task ListFiles(int? pageSize = 100, + string? pageToken = null) + { + // this.GuardSupported(); + + var url = "{endpointGoogleAI}/{Version}/files"; + var queryStringParams = new Dictionary() + { + [nameof(pageSize)] = Convert.ToString(pageSize), + [nameof(pageToken)] = pageToken + }; + + url = ParseUrl(url).AddQueryString(queryStringParams); + var response = await Client.GetAsync(url); + await response.EnsureSuccessAsync(); + return await Deserialize(response); + } + + private void GuardSupported() + { + throw new NotImplementedException(); + } + + /// + /// Gets the metadata for the given File. + /// + /// Required. The resource name of the file to get. This name should match a file name returned by the files.list method. Format: files/file-id. + /// Metadata for the given file. + /// Thrown when the is null or empty. + /// Thrown when the functionality is not supported by the model. + /// Thrown when the request fails to execute. + public async Task GetFile(string file) + { + if (string.IsNullOrEmpty(file)) throw new ArgumentNullException(nameof(file)); + // this.GuardSupported(); + + file = file.SanitizeFileName(); + + var url = $"{EndpointGoogleAi}/{Version}/{file}"; + url = ParseUrl(url); + var response = await Client.GetAsync(url); + await response.EnsureSuccessAsync(); + return await Deserialize(response); + } + + /// + /// Deletes a file. + /// + /// Required. The resource name of the file to get. This name should match a file name returned by the files.list method. Format: files/file-id. + /// If successful, the response body is empty. + /// Thrown when the is null or empty. + /// Thrown when the functionality is not supported by the model. + /// Thrown when the request fails to execute. + public async Task DeleteFile(string file) + { + if (string.IsNullOrEmpty(file)) throw new ArgumentNullException(nameof(file)); + // this.GuardSupported(); + + file = file.SanitizeFileName(); + + var url = $"{EndpointGoogleAi}/{Version}/{file}"; // v1beta3 + url = ParseUrl(url); + var response = await Client.DeleteAsync(url); + await response.EnsureSuccessAsync(); + return await response.Content.ReadAsStringAsync(); + } + } +} \ No newline at end of file diff --git a/src/Mscc.GenerativeAI/GoogleAI.cs b/src/Mscc.GenerativeAI/GoogleAI.cs index c0d93ea..373ae7f 100644 --- a/src/Mscc.GenerativeAI/GoogleAI.cs +++ b/src/Mscc.GenerativeAI/GoogleAI.cs @@ -1,6 +1,9 @@ #if NET472_OR_GREATER || NETSTANDARD2_0 using System; using System.Collections.Generic; +using System.Net.Http; +using System.IO; +using System.Threading; using System.Threading.Tasks; #endif using Microsoft.Extensions.Logging; @@ -18,6 +21,8 @@ public sealed class GoogleAI : GenerationBase, IGenerativeAI private readonly string? _apiKey; private readonly string? _accessToken; private GenerativeModel? _generativeModel; + private FilesModel? _filesModel; + private MediaModel? _mediaModel; /// /// Initializes a new instance of the class with access to Google AI Gemini API. @@ -60,8 +65,8 @@ public GoogleAI(string? apiKey = null, string? accessToken = null, ILogger? logg /// Optional. A list of unique SafetySetting instances for blocking unsafe content. /// Optional. A list of Tools the model may use to generate the next response. /// Optional. - /// Thrown when both "apiKey" and "accessToken" are . /// Generative model instance. + /// Thrown when both "apiKey" and "accessToken" are . public GenerativeModel GenerativeModel(string model = Model.Gemini15Pro, GenerationConfig? generationConfig = null, List? safetySettings = null, @@ -81,6 +86,8 @@ public GenerativeModel GenerativeModel(string model = Model.Gemini15Pro, { _generativeModel.AccessToken = _accessToken; } + systemInstruction); + _generativeModel.AccessToken = _apiKey is null ? _accessToken : null; return _generativeModel; } @@ -90,5 +97,134 @@ public async Task GetModel(string model) { return await _generativeModel?.GetModel(model)!; } + + /// + /// Uploads a file to the File API backend. + /// + /// URI or path to the file to upload. + /// A name displayed for the uploaded file. + /// Flag indicating whether to use resumable upload. + /// A cancellation token to cancel the upload. + /// A URI of the uploaded file. + /// Thrown when the is null or empty. + /// Thrown when the file is not found. + /// Thrown when the file size exceeds the maximum allowed size. + /// Thrown when the file upload fails. + /// Thrown when the request fails to execute. + public async Task UploadFile(string uri, + string? displayName = null, + bool resumable = false, + CancellationToken cancellationToken = default) + { + _mediaModel ??= new() + { + ApiKey = _apiKey, + AccessToken = _apiKey is null ? _accessToken : null + }; + return await _mediaModel?.UploadFile(uri, displayName, resumable, cancellationToken)!; + } + + /// + /// Uploads a stream to the File API backend. + /// + /// Stream to upload. + /// A name displayed for the uploaded file. + /// The MIME type of the stream content. + /// Flag indicating whether to use resumable upload. + /// A cancellation token to cancel the upload. + /// A URI of the uploaded file. + /// Thrown when the is null or empty. + /// Thrown when the size exceeds the maximum allowed size. + /// Thrown when the upload fails. + /// Thrown when the request fails to execute. + public async Task UploadFile(Stream stream, + string displayName, + string mimeType, + bool resumable = false, + CancellationToken cancellationToken = default) + { + _mediaModel ??= new() + { + ApiKey = _apiKey, + AccessToken = _apiKey is null ? _accessToken : null + }; + return await _mediaModel?.UploadFile(stream, displayName, mimeType, resumable, cancellationToken)!; + } + + /// + /// Gets a generated file. + /// + /// + /// When calling this method via REST, only the metadata of the generated file is returned. + /// To retrieve the file content via REST, add alt=media as a query parameter. + /// + /// Required. The name of the generated file to retrieve. Example: `generatedFiles/abc-123` + /// Metadata for the given file. + /// Thrown when the is null or empty. + /// Thrown when the request fails to execute. + public async Task DownloadFile(string file) + { + _mediaModel ??= new() + { + ApiKey = _apiKey, + AccessToken = _apiKey is null ? _accessToken : null + }; + return await _mediaModel.DownloadFile(file); + } + + /// + /// Lists the metadata for Files owned by the requesting project. + /// + /// The maximum number of Models to return (per page). + /// A page token, received from a previous files.list call. Provide the pageToken returned by one request as an argument to the next request to retrieve the next page. + /// List of files in File API. + /// Thrown when the functionality is not supported by the model. + /// Thrown when the request fails to execute. + public async Task ListFiles(int? pageSize = 100, + string? pageToken = null) + { + _filesModel ??= new() + { + ApiKey = _apiKey, + AccessToken = _apiKey is null ? _accessToken : null + }; + return await _filesModel?.ListFiles(pageSize, pageToken)!; + } + + /// + /// Gets the metadata for the given File. + /// + /// Required. The resource name of the file to get. This name should match a file name returned by the files.list method. Format: files/file-id. + /// Metadata for the given file. + /// Thrown when the is null or empty. + /// Thrown when the functionality is not supported by the model. + /// Thrown when the request fails to execute. + public async Task GetFile(string file) + { + _filesModel ??= new() + { + ApiKey = _apiKey, + AccessToken = _apiKey is null ? _accessToken : null + }; + return await _filesModel?.GetFile(file)!; + } + + /// + /// Deletes a file. + /// + /// Required. The resource name of the file to get. This name should match a file name returned by the files.list method. Format: files/file-id. + /// If successful, the response body is empty. + /// Thrown when the is null or empty. + /// Thrown when the functionality is not supported by the model. + /// Thrown when the request fails to execute. + public async Task DeleteFile(string file) + { + _filesModel ??= new() + { + ApiKey = _apiKey, + AccessToken = _apiKey is null ? _accessToken : null + }; + return await _filesModel?.DeleteFile(file)!; + } } } diff --git a/src/Mscc.GenerativeAI/IGenerativeAI.cs b/src/Mscc.GenerativeAI/IGenerativeAI.cs index 860244c..546c259 100644 --- a/src/Mscc.GenerativeAI/IGenerativeAI.cs +++ b/src/Mscc.GenerativeAI/IGenerativeAI.cs @@ -22,8 +22,6 @@ public interface IGenerativeAI /// Optional. /// Thrown when required parameters are null. /// Generative model instance. - /// The interface shall be used to write generic implementations using either - /// Google AI Gemini API or Vertex AI Gemini API as backends. public GenerativeModel GenerativeModel(string model = Model.Gemini15Pro, GenerationConfig? generationConfig = null, List? safetySettings = null, diff --git a/src/Mscc.GenerativeAI/MediaModel.cs b/src/Mscc.GenerativeAI/MediaModel.cs new file mode 100644 index 0000000..c358b86 --- /dev/null +++ b/src/Mscc.GenerativeAI/MediaModel.cs @@ -0,0 +1,169 @@ +#if NET472_OR_GREATER || NETSTANDARD2_0 +using System; +using System.Collections.Generic; +using System.IO; +using System.Linq; +using System.Net.Http; +using System.Security.Authentication; +using System.Text.Json; +using System.Text.Json.Serialization; +using System.Threading; +using System.Threading.Tasks; +#endif +using System.Net.Http.Headers; +using System.Text; + +namespace Mscc.GenerativeAI +{ + public class MediaModel : BaseGeneration + { + protected override string Version => ApiVersion.V1Beta; + private const string EndpointGoogleAi = "https://generativelanguage.googleapis.com"; + + /// + /// Uploads a file to the File API backend. + /// + /// URI or path to the file to upload. + /// A name displayed for the uploaded file. + /// Flag indicating whether to use resumable upload. + /// A cancellation token to cancel the upload. + /// A URI of the uploaded file. + /// Thrown when the is null or empty. + /// Thrown when the file is not found. + /// Thrown when the file size exceeds the maximum allowed size. + /// Thrown when the file upload fails. + /// Thrown when the request fails to execute. + public async Task UploadFile(string uri, + string? displayName = null, + bool resumable = false, + CancellationToken cancellationToken = default) + { + if (uri == null) throw new ArgumentNullException(nameof(uri)); + if (!File.Exists(uri)) throw new FileNotFoundException(nameof(uri)); + var fileInfo = new FileInfo(uri); + if (fileInfo.Length > Constants.MaxUploadFileSize) throw new MaxUploadFileSizeException(nameof(uri)); + + var mimeType = GenerativeAIExtensions.GetMimeType(uri); + var totalBytes = new FileInfo(uri).Length; + var request = new UploadMediaRequest() + { + File = new FileRequest() + { + DisplayName = displayName ?? Path.GetFileNameWithoutExtension(uri), + } + }; + + var url = $"{EndpointGoogleAi}/upload/{Version}/files"; // v1beta3 // ?key={apiKey} + if (resumable) + { + url = $"{EndpointGoogleAi}/resumable/upload/{Version}/files"; // v1beta3 // ?key={apiKey} + } + url = ParseUrl(url).AddQueryString(new Dictionary() + { + ["alt"] = "json", + ["uploadType"] = "multipart" + }); + string json = Serialize(request); + + using (var fs = new FileStream(uri, FileMode.Open)){ + var multipartContent = new MultipartContent("related"); + multipartContent.Add(new StringContent(json, Encoding.UTF8, Constants.MediaType)); + multipartContent.Add(new StreamContent(fs, (int)Constants.ChunkSize) + { + Headers = { + ContentType = new MediaTypeHeaderValue(mimeType), + ContentLength = totalBytes + } + }); + + var response = await Client.PostAsync(url, multipartContent, cancellationToken); + await response.EnsureSuccessAsync(); + return await Deserialize(response); + } + } + + /// + /// Uploads a stream to the File API backend. + /// + /// Stream to upload. + /// A name displayed for the uploaded file. + /// The MIME type of the stream content. + /// Flag indicating whether to use resumable upload. + /// A cancellation token to cancel the upload. + /// A URI of the uploaded file. + /// Thrown when the is null or empty. + /// Thrown when the size exceeds the maximum allowed size. + /// Thrown when the upload fails. + /// Thrown when the request fails to execute. + public async Task UploadFile(Stream stream, + string displayName, + string mimeType, + bool resumable = false, + CancellationToken cancellationToken = default) + { + if (stream == null) throw new ArgumentNullException(nameof(stream)); + if (stream.Length > Constants.MaxUploadFileSize) throw new MaxUploadFileSizeException(nameof(stream)); + if (string.IsNullOrEmpty(mimeType)) throw new ArgumentException(nameof(mimeType)); + if (string.IsNullOrEmpty(displayName)) throw new ArgumentException(nameof(displayName)); + + var totalBytes = stream.Length; + var request = new UploadMediaRequest() + { + File = new FileRequest() + { + DisplayName = displayName + } + }; + + var url = $"{EndpointGoogleAi}/upload/{Version}/files"; // v1beta3 // ?key={apiKey} + if (resumable) + { + url = $"{EndpointGoogleAi}/resumable/upload/{Version}/files"; // v1beta3 // ?key={apiKey} + } + url = ParseUrl(url).AddQueryString(new Dictionary() + { + ["alt"] = "json", + ["uploadType"] = "multipart" + }); + string json = Serialize(request); + + var multipartContent = new MultipartContent("related"); + multipartContent.Add(new StringContent(json, Encoding.UTF8, Constants.MediaType)); + multipartContent.Add(new StreamContent(stream, (int)Constants.ChunkSize) + { + Headers = { + ContentType = new MediaTypeHeaderValue(mimeType), + ContentLength = totalBytes + } + }); + + var response = await Client.PostAsync(url, multipartContent, cancellationToken); + await response.EnsureSuccessAsync(); + return await Deserialize(response); + } + + /// + /// Gets a generated file. + /// + /// + /// When calling this method via REST, only the metadata of the generated file is returned. + /// To retrieve the file content via REST, add alt=media as a query parameter. + /// + /// Required. The name of the generated file to retrieve. Example: `generatedFiles/abc-123` + /// Metadata for the given file. + /// Thrown when the is null or empty. + /// Thrown when the request fails to execute. + public async Task DownloadFile(string file) + { + if (string.IsNullOrEmpty(file)) throw new ArgumentNullException(nameof(file)); + + file = file.SanitizeGeneratedFileName(); + + var url = $"{EndpointGoogleAi}/{Version}/{file}"; + url = ParseUrl(url); + var response = await Client.GetAsync(url); + await response.EnsureSuccessAsync(); + return await Deserialize(response); + } + } +} \ No newline at end of file diff --git a/tests/Mscc.GenerativeAI/GoogleAi_Gemini15Pro_Should.cs b/tests/Mscc.GenerativeAI/GoogleAi_Gemini15Pro_Should.cs index 9383b35..849475f 100644 --- a/tests/Mscc.GenerativeAI/GoogleAi_Gemini15Pro_Should.cs +++ b/tests/Mscc.GenerativeAI/GoogleAi_Gemini15Pro_Should.cs @@ -36,11 +36,11 @@ public void Initialize_Gemini15Pro() // Assert model.Should().NotBeNull(); - model.Name.Should().Be(Model.Gemini15Pro.SanitizeModelName()); + model.Name.Should().Be(Model.Gemini15ProLatest.SanitizeModelName()); } [Fact] - public async void GenerateContent_WithInvalidAPIKey_ChangingBeforeRequest() + public async Task GenerateContent_WithInvalidAPIKey_ChangingBeforeRequest() { // Arrange var prompt = "Tell me 4 things about Taipei. Be short."; @@ -59,7 +59,7 @@ public async void GenerateContent_WithInvalidAPIKey_ChangingBeforeRequest() } [Fact] - public async void GenerateContent_WithInvalidAPIKey_ChangingAfterRequest() + public async Task GenerateContent_WithInvalidAPIKey_ChangingAfterRequest() { // Arrange var prompt = "Tell me 4 things about Taipei. Be short."; @@ -79,7 +79,7 @@ public async void GenerateContent_WithInvalidAPIKey_ChangingAfterRequest() } [Fact] - public async void GenerateContent_Using_JsonMode() + public async Task GenerateContent_Using_JsonMode() { // Arrange var prompt = "List a few popular cookie recipes using this JSON schema: {'type': 'object', 'properties': { 'recipe_name': {'type': 'string'}}}"; @@ -98,7 +98,7 @@ public async void GenerateContent_Using_JsonMode() } [Fact] - public async void Generate_Text_From_Image() + public async Task Generate_Text_From_Image() { // Arrange var model = new GenerativeModel(apiKey: _fixture.ApiKey, model: _model); @@ -124,7 +124,7 @@ public async void Generate_Text_From_Image() } [Fact] - public async void Describe_Image_From_InlineData() + public async Task Describe_Image_From_InlineData() { // Arrange var prompt = "Parse the time and city from the airport board shown in this image into a list, in Markdown"; @@ -152,7 +152,7 @@ public async void Describe_Image_From_InlineData() [InlineData("cat.jpg", "image/jpeg", "Describe this image", "snow")] [InlineData("cat.jpg", "image/jpeg", "Is it a cat?", "Yes")] //[InlineData("animals.mp4", "video/mp4", "What's in the video?", "Zootopia")] - public async void Generate_Text_From_ImageFile(string filename, string mimetype, string prompt, string expected) + public async Task Generate_Text_From_ImageFile(string filename, string mimetype, string prompt, string expected) { // Arrange var model = new GenerativeModel(apiKey: _fixture.ApiKey, model: _model); @@ -184,7 +184,7 @@ public async void Generate_Text_From_ImageFile(string filename, string mimetype, [InlineData("cat.jpg", "Describe this image", "snow")] [InlineData("cat.jpg", "Is it a feline?", "Yes")] //[InlineData("animals.mp4", "video/mp4", "What's in the video?", "Zootopia")] - public async void Describe_AddMedia_From_ImageFile(string filename, string prompt, string expected) + public async Task Describe_AddMedia_From_ImageFile(string filename, string prompt, string expected) { // Arrange var model = new GenerativeModel(apiKey: _fixture.ApiKey, model: _model); @@ -210,7 +210,7 @@ public async void Describe_AddMedia_From_ImageFile(string filename, string promp } [Fact] - public async void Describe_AddMedia_From_Url() + public async Task Describe_AddMedia_From_Url() { // Arrange var prompt = "Parse the time and city from the airport board shown in this image into a list, in Markdown"; @@ -230,7 +230,7 @@ public async void Describe_AddMedia_From_Url() } [Fact] - public async void Describe_AddMedia_From_UrlRemote() + public async Task Describe_AddMedia_From_UrlRemote() { // Arrange var prompt = "Parse the time and city from the airport board shown in this image into a list, in Markdown"; @@ -258,7 +258,7 @@ public async void Describe_AddMedia_From_UrlRemote() [InlineData("sample.mp3", "State_of_the_Union_Address_30_January_1961")] [InlineData("pixel.mp3", "Pixel Feature Drops: March 2023")] [InlineData("gemini.pdf", "Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context")] - public async void Upload_File_Using_FileAPI(string filename, string displayName) + public async Task Upload_File_Using_FileAPI(string filename, string displayName) { // Arrange var filePath = Path.Combine(Environment.CurrentDirectory, "payload", filename); @@ -266,7 +266,7 @@ public async void Upload_File_Using_FileAPI(string filename, string displayName) var model = genAi.GenerativeModel(_model); // Act - var response = await model.UploadFile(filePath, displayName); + var response = await ((GoogleAI)genAi).UploadFile(filePath, displayName); // Assert response.Should().NotBeNull(); @@ -284,7 +284,7 @@ public async void Upload_File_Using_FileAPI(string filename, string displayName) } [Fact] - public async void Upload_File_TooLarge_ThrowsMaxUploadFileSizeException() + public async Task Upload_File_TooLarge_ThrowsMaxUploadFileSizeException() { // Arrange IGenerativeAI genAi = new GoogleAI(_fixture.ApiKey); @@ -297,22 +297,22 @@ public async void Upload_File_TooLarge_ThrowsMaxUploadFileSizeException() fs.Close(); // Act & Assert - // await Assert.ThrowsAsync(() => model.UploadFile(filePath, displayName)); + // await Assert.ThrowsAsync(() => ((GoogleAI)genAi).UploadFile(filePath, displayName)); // Act - Func act = async () => + Func sut = async () => { - await model.UploadFile(filePath, displayName); + await ((GoogleAI)genAi).UploadFile(filePath, displayName); }; // Assert - await act.Should().ThrowAsync(); + await sut.Should().ThrowAsync(); // House keeping File.Delete(filePath); } [Fact] - public async void Upload_File_WithResume_Using_FileAPI() + public async Task Upload_File_WithResume_Using_FileAPI() { // Arrange IGenerativeAI genAi = new GoogleAI(_fixture.ApiKey); @@ -329,7 +329,7 @@ public async void Upload_File_WithResume_Using_FileAPI() } // Act - var response = await model.UploadFile(filePath, displayName, resumable: true); + var response = await ((GoogleAI)genAi).UploadFile(filePath, displayName, resumable: true); // Assert response.Should().NotBeNull(); @@ -359,7 +359,7 @@ public async void Upload_File_WithResume_Using_FileAPI() [InlineData("pixel.mp3", "Pixel Feature Drops: March 2023", "audio/mp3")] [InlineData("gemini.pdf", "Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context", "application/pdf")] - public async void Upload_Stream_Using_FileAPI(string filename, string displayName, string mimeType) + public async Task Upload_Stream_Using_FileAPI(string filename, string displayName, string mimeType) { // Arrange var filePath = Path.Combine(Environment.CurrentDirectory, "payload", filename); @@ -369,7 +369,7 @@ public async void Upload_Stream_Using_FileAPI(string filename, string displayNam // Act using (var fs = new FileStream(filePath, FileMode.Open)) { - var response = await model.UploadFile(fs, displayName, mimeType); + var response = await ((GoogleAI)genAi).UploadFile(fs, displayName, mimeType); // Assert response.Should().NotBeNull(); @@ -388,14 +388,14 @@ public async void Upload_Stream_Using_FileAPI(string filename, string displayNam } [Fact] - public async void List_Files() + public async Task List_Files() { // Arrange IGenerativeAI genAi = new GoogleAI(_fixture.ApiKey); var model = genAi.GenerativeModel(_model); // Act - var sut = await model.ListFiles(); + var sut = await ((GoogleAI)genAi).ListFiles(); // Assert sut.Should().NotBeNull(); @@ -409,12 +409,12 @@ public async void List_Files() } [Fact] - public async void Get_File() + public async Task Get_File() { // Arrange IGenerativeAI genAi = new GoogleAI(_fixture.ApiKey); var model = genAi.GenerativeModel(_model); - var files = await model.ListFiles(); + var files = await ((GoogleAI)genAi).ListFiles(); var fileName = files.Files.FirstOrDefault().Name; // Act @@ -428,12 +428,12 @@ public async void Get_File() } [Fact] - public async void Delete_File() + public async Task Delete_File() { // Arrange IGenerativeAI genAi = new GoogleAI(_fixture.ApiKey); var model = genAi.GenerativeModel(_model); - var files = await model.ListFiles(); + var files = await ((GoogleAI)genAi).ListFiles(); var fileName = files.Files.FirstOrDefault().Name; _output.WriteLine($"File: {fileName}"); @@ -446,14 +446,14 @@ public async void Delete_File() } [Fact] - public async void Describe_Single_Media_From_FileAPI() + public async Task Describe_Single_Media_From_FileAPI() { // Arrange var prompt = "Describe the image with a creative description"; IGenerativeAI genAi = new GoogleAI(_fixture.ApiKey); var model = genAi.GenerativeModel(_model); var request = new GenerateContentRequest(prompt); - var files = await model.ListFiles(); + var files = await ((GoogleAI)genAi).ListFiles(); var file = files.Files.Where(x => x.MimeType.StartsWith("image/")).FirstOrDefault(); _output.WriteLine($"File: {file.Name}\tName: '{file.DisplayName}'"); request.AddMedia(file); @@ -470,14 +470,14 @@ public async void Describe_Single_Media_From_FileAPI() } [Fact] - public async void Describe_Images_From_FileAPI() + public async Task Describe_Images_From_FileAPI() { // Arrange var prompt = "Make a short story from the media resources. The media resources are:"; IGenerativeAI genAi = new GoogleAI(_fixture.ApiKey); var model = genAi.GenerativeModel(_model); var request = new GenerateContentRequest(prompt); - var files = await model.ListFiles(); + var files = await ((GoogleAI)genAi).ListFiles(); foreach (var file in files.Files.Where(x => x.MimeType.StartsWith("image/"))) { _output.WriteLine($"File: {file.Name}\tName: '{file.DisplayName}'"); @@ -496,14 +496,14 @@ public async void Describe_Images_From_FileAPI() } [Fact] - public async void Describe_Audio_From_FileAPI() + public async Task Describe_Audio_From_FileAPI() { // Arrange var prompt = "Listen carefully to the following audio file. Provide a brief summary."; IGenerativeAI genAi = new GoogleAI(_fixture.ApiKey); var model = genAi.GenerativeModel(_model); var request = new GenerateContentRequest(prompt); - var files = await model.ListFiles(); + var files = await ((GoogleAI)genAi).ListFiles(); foreach (var file in files.Files.Where(x => x.MimeType.StartsWith("audio/"))) { _output.WriteLine($"File: {file.Name}\tName: '{file.DisplayName}'"); @@ -522,7 +522,7 @@ public async void Describe_Audio_From_FileAPI() } [Fact] - public async void Summarize_Audio_From_FileAPI() + public async Task Summarize_Audio_From_FileAPI() { // Arrange var prompt = @"Please provide a summary for the audio. @@ -532,7 +532,7 @@ public async void Summarize_Audio_From_FileAPI() IGenerativeAI genAi = new GoogleAI(_fixture.ApiKey); var model = genAi.GenerativeModel(_model); var request = new GenerateContentRequest(prompt); - var files = await model.ListFiles(); + var files = await ((GoogleAI)genAi).ListFiles(); var file = files.Files.Where(x => x.MimeType.StartsWith("audio/")).FirstOrDefault(); _output.WriteLine($"File: {file.Name}\tName: '{file.DisplayName}'"); request.AddMedia(file); @@ -549,14 +549,14 @@ public async void Summarize_Audio_From_FileAPI() } [Fact] - public async void Analyze_Document_PDF_From_FileAPI() + public async Task Analyze_Document_PDF_From_FileAPI() { // Arrange var prompt = @"Your are a very professional document summarization specialist. Please summarize the given document."; IGenerativeAI genAi = new GoogleAI(_fixture.ApiKey); var model = genAi.GenerativeModel(_model); var request = new GenerateContentRequest(prompt); - var files = await model.ListFiles(); + var files = await ((GoogleAI)genAi).ListFiles(); var file = files.Files.Where(x => x.MimeType.StartsWith("application/pdf")).FirstOrDefault(); _output.WriteLine($"File: {file.Name}\tName: '{file.DisplayName}'"); request.AddMedia(file); @@ -573,7 +573,7 @@ public async void Analyze_Document_PDF_From_FileAPI() } [Fact] - public async void TranscribeStream_Audio_From_FileAPI() + public async Task TranscribeStream_Audio_From_FileAPI() { // Arrange var prompt = @"Can you transcribe this interview, in the format of timecode, speaker, caption. @@ -582,7 +582,7 @@ public async void TranscribeStream_Audio_From_FileAPI() IGenerativeAI genAi = new GoogleAI(_fixture.ApiKey); var model = genAi.GenerativeModel(_model); var request = new GenerateContentRequest(prompt); - var files = await model.ListFiles(); + var files = await ((GoogleAI)genAi).ListFiles(); var file = files.Files.Where(x => x.MimeType.StartsWith("audio/")).FirstOrDefault(); _output.WriteLine($"File: {file.Name}\tName: '{file.DisplayName}'"); request.AddMedia(file); @@ -606,7 +606,7 @@ public async void TranscribeStream_Audio_From_FileAPI() } [Fact] - public async void TranscribeStream_Audio_From_FileAPI_UsingSSEFormat() + public async Task TranscribeStream_Audio_From_FileAPI_UsingSSEFormat() { // Arrange var prompt = @"Can you transcribe this interview, in the format of timecode, speaker, caption. @@ -616,7 +616,7 @@ public async void TranscribeStream_Audio_From_FileAPI_UsingSSEFormat() var model = genAi.GenerativeModel(_model); model.UseServerSentEventsFormat = true; var request = new GenerateContentRequest(prompt); - var files = await model.ListFiles(); + var files = await ((GoogleAI)genAi).ListFiles(); var file = files.Files.Where(x => x.MimeType.StartsWith("audio/")).FirstOrDefault(); _output.WriteLine($"File: {file.Name}\tName: '{file.DisplayName}'"); request.AddMedia(file); @@ -636,14 +636,14 @@ public async void TranscribeStream_Audio_From_FileAPI_UsingSSEFormat() [Fact(Skip = "Bad Request due to FileData part")] // [Fact] - public async void Describe_Videos_From_FileAPI() + public async Task Describe_Videos_From_FileAPI() { // Arrange var prompt = "Make a short story from the media resources. The media resources are:"; IGenerativeAI genAi = new GoogleAI(_fixture.ApiKey); var model = genAi.GenerativeModel(_model); var request = new GenerateContentRequest(prompt); - var files = await model.ListFiles(); + var files = await ((GoogleAI)genAi).ListFiles(); foreach (var file in files.Files.Where(x => x.MimeType.StartsWith("video/"))) { _output.WriteLine($"File: {file.Name}\tName: '{file.DisplayName}'"); @@ -662,7 +662,7 @@ public async void Describe_Videos_From_FileAPI() } [Fact(Skip = "Bad Request due to FileData part")] - public async void Describe_Image_From_StorageBucket() + public async Task Describe_Image_From_StorageBucket() { // Arrange var prompt = "Describe the image with a creative description"; @@ -694,7 +694,7 @@ public async void Describe_Image_From_StorageBucket() } [Fact(Skip = "Bad Request due to FileData part")] - public async void Describe_Image_From_URL() + public async Task Describe_Image_From_URL() { // Arrange var prompt = "Parse the time and city from the airport board shown in this image into a list, in Markdown"; @@ -718,7 +718,7 @@ public async void Describe_Image_From_URL() } [Fact] - public async void Generate_Content_SystemInstruction() + public async Task Generate_Content_SystemInstruction() { // Arrange var systemInstruction = new Content("You are a friendly pirate. Speak like one."); @@ -738,7 +738,7 @@ public async void Generate_Content_SystemInstruction() } [Fact] - public async void Generate_Content_SystemInstruction_WithSafetySettings() + public async Task Generate_Content_SystemInstruction_WithSafetySettings() { // Arrange var systemInstruction = @@ -776,7 +776,7 @@ public async void Generate_Content_SystemInstruction_WithSafetySettings() } [Fact(Skip = "The 'gs' scheme is not supported.")] - public async void Multimodal_Video_Input() + public async Task Multimodal_Video_Input() { // Arrange var model = new GenerativeModel(apiKey: _fixture.ApiKey, model: _model); @@ -799,13 +799,13 @@ public async void Multimodal_Video_Input() [Theory] [InlineData("https://generativelanguage.googleapis.com/v1beta/files/e2bq1yd67zfb", 78330)] - public async void Count_Tokens_Audio(string prompt, int expected) + public async Task Count_Tokens_Audio(string prompt, int expected) { // Arrange IGenerativeAI genAi = new GoogleAI(_fixture.ApiKey); var model = genAi.GenerativeModel(_model); var request = new GenerateContentRequest { Contents = new List() }; - var files = await model.ListFiles(); + var files = await ((GoogleAI)genAi).ListFiles(); foreach (var file in files.Files.Where(x => x.MimeType.StartsWith("audio/"))) { _output.WriteLine($"File: {file.Name}"); @@ -826,13 +826,13 @@ public async void Count_Tokens_Audio(string prompt, int expected) } [Fact] - public async void Count_Tokens_Audio_FileApi() + public async Task Count_Tokens_Audio_FileApi() { // Arrange IGenerativeAI genAi = new GoogleAI(_fixture.ApiKey); var model = genAi.GenerativeModel(_model); var request = new GenerateContentRequest { Contents = new List() }; - var files = await model.ListFiles(); + var files = await ((GoogleAI)genAi).ListFiles(); var file = files.Files.Where(x => x.MimeType.StartsWith("audio/")).FirstOrDefault(); // Act From 08aeac7ec22060e6849a5e461fa81e324f280ffb Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Mon, 14 Oct 2024 22:07:43 +0400 Subject: [PATCH 30/79] add XMLdoc --- src/Mscc.GenerativeAI/GoogleAI.cs | 22 +++++++++++++++++----- src/Mscc.GenerativeAI/VertexAI.cs | 9 ++++++++- 2 files changed, 25 insertions(+), 6 deletions(-) diff --git a/src/Mscc.GenerativeAI/GoogleAI.cs b/src/Mscc.GenerativeAI/GoogleAI.cs index 373ae7f..2d2ccc3 100644 --- a/src/Mscc.GenerativeAI/GoogleAI.cs +++ b/src/Mscc.GenerativeAI/GoogleAI.cs @@ -81,13 +81,10 @@ public GenerativeModel GenerativeModel(string model = Model.Gemini15Pro, generationConfig, safetySettings, tools, - systemInstruction); - if (_apiKey is null) - { - _generativeModel.AccessToken = _accessToken; - } systemInstruction); _generativeModel.AccessToken = _apiKey is null ? _accessToken : null; + return _generativeModel; + } return _generativeModel; } @@ -98,6 +95,21 @@ public async Task GetModel(string model) return await _generativeModel?.GetModel(model)!; } + /// + /// Returns an instance of CachedContent to use with a model. + /// + /// Cached content instance. + /// Thrown when both "apiKey" and "accessToken" are . + public CachedContentModel CachedContent() + { + var cachedContent = new CachedContentModel() + { + ApiKey = _apiKey, + AccessToken = _apiKey is null ? _accessToken : null + }; + return cachedContent; + } + /// /// Uploads a file to the File API backend. /// diff --git a/src/Mscc.GenerativeAI/VertexAI.cs b/src/Mscc.GenerativeAI/VertexAI.cs index 74950d9..8b35f3b 100644 --- a/src/Mscc.GenerativeAI/VertexAI.cs +++ b/src/Mscc.GenerativeAI/VertexAI.cs @@ -65,8 +65,8 @@ public VertexAI(string projectId, string? region = null, ILogger? logger = null) /// Optional. A list of unique SafetySetting instances for blocking unsafe content. /// Optional. A list of Tools the model may use to generate the next response. /// Optional. - /// Thrown when "projectId" or "region" is . /// Generative model instance. + /// Thrown when "projectId" or "region" is . public GenerativeModel GenerativeModel(string model = Model.Gemini15Pro, GenerationConfig? generationConfig = null, List? safetySettings = null, @@ -97,6 +97,7 @@ public Task GetModel(string model) /// /// Model to use (default: "imagegeneration") /// + /// Thrown when "projectId" or "region" is . public ImageGenerationModel ImageGenerationModel(string model = Model.ImageGeneration) { if (_projectId is null) throw new ArgumentNullException(message: "ProjectId has not been set", null); @@ -106,6 +107,12 @@ public ImageGenerationModel ImageGenerationModel(string model = Model.ImageGener return _imageGenerationModel; } + /// + /// + /// + /// Model to use (default: "imagetext") + /// + /// Thrown when "projectId" or "region" is . public ImageTextModel ImageTextModel(string model = Model.ImageText) { if (_projectId is null) throw new ArgumentNullException(message: "ProjectId has not been set", null); From 8431d7c9765f9dc0dcb94e5138b9c4426bc3c9b8 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Mon, 14 Oct 2024 22:08:23 +0400 Subject: [PATCH 31/79] add XMLdoc --- src/Mscc.GenerativeAI/ImageGenerationModel.cs | 1 + 1 file changed, 1 insertion(+) diff --git a/src/Mscc.GenerativeAI/ImageGenerationModel.cs b/src/Mscc.GenerativeAI/ImageGenerationModel.cs index b188900..30dc41b 100644 --- a/src/Mscc.GenerativeAI/ImageGenerationModel.cs +++ b/src/Mscc.GenerativeAI/ImageGenerationModel.cs @@ -46,6 +46,7 @@ public ImageGenerationModel(string? projectId = null, string? region = null, /// Required. The request to send to the API. /// /// Response from the model for generated images. + /// Thrown when the is . public async Task GenerateImages(ImageGenerationRequest request, CancellationToken cancellationToken = default) { From d8b17183b7cbff2263f6bf02e1a868665c53ceff Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Mon, 14 Oct 2024 22:10:55 +0400 Subject: [PATCH 32/79] change access modifier of some properties --- src/Mscc.GenerativeAI/BaseGeneration.cs | 25 ++++++++++++------------- 1 file changed, 12 insertions(+), 13 deletions(-) diff --git a/src/Mscc.GenerativeAI/BaseGeneration.cs b/src/Mscc.GenerativeAI/BaseGeneration.cs index 2281177..4cfecc1 100644 --- a/src/Mscc.GenerativeAI/BaseGeneration.cs +++ b/src/Mscc.GenerativeAI/BaseGeneration.cs @@ -21,6 +21,8 @@ namespace Mscc.GenerativeAI { public abstract class BaseGeneration : GenerationBase { + private const string EndpointGoogleAi = "https://generativelanguage.googleapis.com"; + protected readonly string _region = "us-central1"; protected readonly string _publisher = "google"; protected readonly JsonSerializerOptions _options; @@ -35,31 +37,27 @@ public abstract class BaseGeneration : GenerationBase protected static readonly Version _httpVersion = HttpVersion.Version11; protected static readonly HttpClient Client = new HttpClient(new HttpClientHandler { - SslProtocols = SslProtocols.Tls12, + SslProtocols = SslProtocols.Tls12 }); #else - protected static readonly Version _httpVersion = HttpVersion.Version30; + protected static readonly Version _httpVersion = HttpVersion.Version11; protected static readonly HttpClient Client = new HttpClient(new SocketsHttpHandler { PooledConnectionLifetime = TimeSpan.FromMinutes(30), - EnableMultipleHttp2Connections = true, + EnableMultipleHttp2Connections = true }) { - DefaultRequestVersion = _httpVersion + DefaultRequestVersion = _httpVersion, + DefaultVersionPolicy = HttpVersionPolicy.RequestVersionOrHigher }; #endif - protected string Version => ApiVersion.V1; + protected virtual string Version => ApiVersion.V1; - protected string Model + internal string Model { - set - { - if (value != null) - { - _model = value; - } - } + get => _model; + set => _model = value.SanitizeModelName() ?? throw new ArgumentNullException(); } /// @@ -198,6 +196,7 @@ Dictionary GetReplacements() { return new Dictionary(StringComparer.OrdinalIgnoreCase) { + { "endpointGoogleAI", EndpointGoogleAi }, { "version", Version }, { "model", _model }, { "apikey", _apiKey }, From aec5cf15a36175455cf3333c654dea46890b44a1 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Mon, 14 Oct 2024 22:12:22 +0400 Subject: [PATCH 33/79] expose property `Region` --- src/Mscc.GenerativeAI/GenerativeModel.cs | 21 ++++++++++++--------- 1 file changed, 12 insertions(+), 9 deletions(-) diff --git a/src/Mscc.GenerativeAI/GenerativeModel.cs b/src/Mscc.GenerativeAI/GenerativeModel.cs index 4801ff6..51d6b2e 100644 --- a/src/Mscc.GenerativeAI/GenerativeModel.cs +++ b/src/Mscc.GenerativeAI/GenerativeModel.cs @@ -28,7 +28,6 @@ public class GenerativeModel : GenerationBase private const string UrlVertexAi = "https://{region}-aiplatform.googleapis.com/{version}/projects/{projectId}/locations/{region}/publishers/{publisher}/{model}:{method}"; private readonly bool _useVertexAi; - private readonly string _region = "us-central1"; private readonly string _publisher = "google"; private readonly JsonSerializerOptions _options; private readonly Credentials? _credentials; @@ -37,6 +36,7 @@ public class GenerativeModel : GenerationBase private string? _apiKey; private string? _accessToken; private string? _projectId; + private string _region = "us-central1"; private List? _safetySettings; private GenerationConfig? _generationConfig; private List? _tools; @@ -47,7 +47,7 @@ public class GenerativeModel : GenerationBase private static readonly Version _httpVersion = HttpVersion.Version11; private static readonly HttpClient Client = new HttpClient(new HttpClientHandler { - SslProtocols = SslProtocols.Tls12, + SslProtocols = SslProtocols.Tls12 }); #else private static readonly Version _httpVersion = HttpVersion.Version11; @@ -120,13 +120,7 @@ private string Method private string Model { - set - { - if (value != null) - { - _model = value.SanitizeModelName(); - } - } + set => _model = value.SanitizeModelName() ?? throw new ArgumentNullException(); } /// @@ -173,6 +167,15 @@ public string? ProjectId } } + /// + /// Returns the region to use for the request. + /// + public string Region + { + get => _region; + set => _region = value; + } + /// /// Returns the name of the model. /// From 4fb24c8063dceea2856da80dc3b320bfb4147895 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Mon, 14 Oct 2024 22:16:08 +0400 Subject: [PATCH 34/79] mark methods using File API as obsolete/deprecated. --- src/Mscc.GenerativeAI/GenerativeModel.cs | 9 +++++++++ 1 file changed, 9 insertions(+) diff --git a/src/Mscc.GenerativeAI/GenerativeModel.cs b/src/Mscc.GenerativeAI/GenerativeModel.cs index 51d6b2e..4604d97 100644 --- a/src/Mscc.GenerativeAI/GenerativeModel.cs +++ b/src/Mscc.GenerativeAI/GenerativeModel.cs @@ -508,6 +508,10 @@ public async Task TransferOwnership(string model, string emailAddress) return await response.Content.ReadAsStringAsync(); } + #endregion + + #region Obsolete methods + /// /// Uploads a file to the File API backend. /// @@ -521,6 +525,7 @@ public async Task TransferOwnership(string model, string emailAddress) /// Thrown when the file size exceeds the maximum allowed size. /// Thrown when the file upload fails. /// Thrown when the request fails to execute. + [Obsolete("This method has been deprecated and will be removed soon. Use same method of class GoogleAI instead.")] public async Task UploadFile(string uri, string? displayName = null, bool resumable = false, @@ -584,6 +589,7 @@ public async Task UploadFile(string uri, /// Thrown when the size exceeds the maximum allowed size. /// Thrown when the upload fails. /// Thrown when the request fails to execute. + [Obsolete("This method has been deprecated and will be removed soon. Use same method of class GoogleAI instead.")] public async Task UploadFile(Stream stream, string displayName, string mimeType, @@ -639,6 +645,7 @@ public async Task UploadFile(Stream stream, /// List of files in File API. /// Thrown when the functionality is not supported by the model. /// Thrown when the request fails to execute. + [Obsolete("This method has been deprecated and will be removed soon. Use same method of class GoogleAI instead.")] public async Task ListFiles(int? pageSize = 100, string? pageToken = null) { @@ -665,6 +672,7 @@ public async Task ListFiles(int? pageSize = 100, /// Thrown when the is null or empty. /// Thrown when the functionality is not supported by the model. /// Thrown when the request fails to execute. + [Obsolete("This method has been deprecated and will be removed soon. Use same method of class GoogleAI instead.")] public async Task GetFile(string file) { if (string.IsNullOrEmpty(file)) throw new ArgumentNullException(nameof(file)); @@ -687,6 +695,7 @@ public async Task GetFile(string file) /// Thrown when the is null or empty. /// Thrown when the functionality is not supported by the model. /// Thrown when the request fails to execute. + [Obsolete("This method has been deprecated and will be removed soon. Use same method of class GoogleAI instead.")] public async Task DeleteFile(string file) { if (string.IsNullOrEmpty(file)) throw new ArgumentNullException(nameof(file)); From 849aee527301467e56c14f27d97ae43523f9e550 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Mon, 14 Oct 2024 22:24:30 +0400 Subject: [PATCH 35/79] add functionality for `CachedContents` --- src/Mscc.GenerativeAI/CachedContentModel.cs | 174 ++++++++++++++++++ src/Mscc.GenerativeAI/GenerativeModel.cs | 22 +++ src/Mscc.GenerativeAI/GoogleAI.cs | 22 +++ src/Mscc.GenerativeAI/IGenerativeAI.cs | 11 ++ .../Types/Generative/CachedContent.cs | 95 ++++++++++ .../Generative/CachedContentUsageMetadata.cs | 13 ++ .../Types/Generative/CountTokensResponse.cs | 14 +- .../Types/Generative/UsageMetadata.cs | 4 + src/Mscc.GenerativeAI/VertexAI.cs | 27 +++ 9 files changed, 380 insertions(+), 2 deletions(-) create mode 100644 src/Mscc.GenerativeAI/CachedContentModel.cs create mode 100644 src/Mscc.GenerativeAI/Types/Generative/CachedContent.cs create mode 100644 src/Mscc.GenerativeAI/Types/Generative/CachedContentUsageMetadata.cs diff --git a/src/Mscc.GenerativeAI/CachedContentModel.cs b/src/Mscc.GenerativeAI/CachedContentModel.cs new file mode 100644 index 0000000..9d07fec --- /dev/null +++ b/src/Mscc.GenerativeAI/CachedContentModel.cs @@ -0,0 +1,174 @@ +#if NET472_OR_GREATER || NETSTANDARD2_0 +using System; +using System.Collections.Generic; +using System.Net.Http; +using System.Threading; +using System.Threading.Tasks; +#endif +using System.Text; + +namespace Mscc.GenerativeAI +{ + /// + /// Content that has been preprocessed and can be used in subsequent request to GenerativeService. + /// Cached content can be only used with model it was created for. + /// + public class CachedContentModel : BaseGeneration + { + protected override string Version => ApiVersion.V1Beta; + private string Url => "{EndpointGoogleAI}/{Version}/cachedContents"; + + /// + /// + /// + public CachedContentModel() + { + } + + /// + /// + /// + /// + public CachedContentModel(string cachedContentName) : this() + { + cachedContentName = cachedContentName.SanitizeCachedContentName(); + } + + /// + /// Creates CachedContent resource. + /// + /// The cached content resource to create. + /// + /// The cached content resource created + /// Thrown when the is . + public async Task Create(CachedContent request, + CancellationToken cancellationToken = default) + { + if (request == null) throw new ArgumentNullException(nameof(request)); + + var url = ParseUrl(Url); + string json = Serialize(request); + var payload = new StringContent(json, Encoding.UTF8, Constants.MediaType); + var response = await Client.PostAsync(url, payload, cancellationToken); + await response.EnsureSuccessAsync(); + return await Deserialize(response); + } + + /// + /// Creates CachedContent resource. + /// + /// The minimum input token count for context caching is 32,768, and the maximum is the same as the maximum for the given model. + /// + /// + /// + /// + /// + /// + public async Task Create(string model, + string? displayName = null, + Content? systemInstruction = null, + List? contents = null, + TimeSpan? ttl = null) + { + var request = new CachedContent() + { + Model = model, + DisplayName = displayName, + SystemInstruction = systemInstruction, + Contents = contents, + Ttl = ttl ?? TimeSpan.FromMinutes(5) + }; + return await Create(request); + } + + /// + /// Lists CachedContents resources. + /// + /// Optional. The maximum number of cached contents to return. The service may return fewer than this value. If unspecified, some default (under maximum) number of items will be returned. The maximum value is 1000; values above 1000 will be coerced to 1000. + /// Optional. A page token, received from a previous `ListCachedContents` call. Provide this to retrieve the subsequent page. When paginating, all other parameters provided to `ListCachedContents` must match the call that provided the page token. + /// + public async Task> List(int? pageSize = 50, + string? pageToken = null) + { + var queryStringParams = new Dictionary() + { + [nameof(pageSize)] = Convert.ToString(pageSize), + [nameof(pageToken)] = pageToken + }; + + var url = ParseUrl(Url).AddQueryString(queryStringParams); + var response = await Client.GetAsync(url); + await response.EnsureSuccessAsync(); + var cachedContents = await Deserialize(response); + return cachedContents?.CachedContents!; + } + + /// + /// Reads CachedContent resource. + /// + /// Required. The resource name referring to the content cache entry. Format: `cachedContents/{id}` + /// + public async Task Get(string cachedContentName) + { + cachedContentName = cachedContentName.SanitizeCachedContentName(); + if (!string.IsNullOrEmpty(_apiKey) && cachedContentName.StartsWith("cachedContents", StringComparison.InvariantCultureIgnoreCase)) + { + throw new NotSupportedException("Accessing tuned models via API key is not provided. Setup OAuth for your project."); + } + + var url = $"{Url}/{cachedContentName}"; + url = ParseUrl(url); + var response = await Client.GetAsync(url); + await response.EnsureSuccessAsync(); + return await Deserialize(response); + } + + /// + /// Updates CachedContent resource (only expiration is updatable). + /// + /// + /// + public async Task Update(CachedContent request, TimeSpan ttl, string? updateMask = null) + { + var url = $"{Url}/{request.Name}"; + var queryStringParams = new Dictionary() + { + [nameof(updateMask)] = updateMask + }; + + url = ParseUrl(url).AddQueryString(queryStringParams); + string json = Serialize(request); + var payload = new StringContent(json, Encoding.UTF8, Constants.MediaType); +#if NET472_OR_GREATER || NETSTANDARD2_0 + var message = new HttpRequestMessage + { + Method = new HttpMethod("PATCH"), + Content = payload, + RequestUri = new Uri(url), + Version = _httpVersion + }; + var response = await Client.SendAsync(message); +#else + var response = await Client.PatchAsync(url, payload); +#endif + await response.EnsureSuccessAsync(); + return await Deserialize(response); + } + + /// + /// Deletes CachedContent resource. + /// + /// + public async Task Delete(string cachedContentName) + { + if (cachedContentName == null) throw new ArgumentNullException(nameof(cachedContentName)); + + cachedContentName = cachedContentName.SanitizeCachedContentName(); + var url = $"{Url}/{cachedContentName}"; + url = ParseUrl(url); + var response = await Client.DeleteAsync(url); + await response.EnsureSuccessAsync(); + return await response.Content.ReadAsStringAsync(); + } + } +} \ No newline at end of file diff --git a/src/Mscc.GenerativeAI/GenerativeModel.cs b/src/Mscc.GenerativeAI/GenerativeModel.cs index 4604d97..4a22404 100644 --- a/src/Mscc.GenerativeAI/GenerativeModel.cs +++ b/src/Mscc.GenerativeAI/GenerativeModel.cs @@ -31,6 +31,7 @@ public class GenerativeModel : GenerationBase private readonly string _publisher = "google"; private readonly JsonSerializerOptions _options; private readonly Credentials? _credentials; + private readonly CachedContent _cachedContent; private string _model; private string? _apiKey; @@ -315,6 +316,27 @@ internal GenerativeModel(string? projectId = null, string? region = null, _systemInstruction = systemInstruction; } + /// + /// Initializes a new instance of the class given cached content. + /// + /// Content that has been preprocessed. + /// Optional. Configuration options for model generation and outputs. + /// Optional. A list of unique SafetySetting instances for blocking unsafe content. + /// Thrown when is null. + internal GenerativeModel(CachedContent cachedContent, + GenerationConfig? generationConfig = null, + List? safetySettings = null) : this() + { + _cachedContent = cachedContent ?? throw new ArgumentNullException(nameof(cachedContent)); + + Model = cachedContent.Model; + _tools = cachedContent.Tools; + _toolConfig = cachedContent.ToolConfig; + _systemInstruction = cachedContent.SystemInstruction; + _generationConfig = generationConfig; + _safetySettings = safetySettings; + } + #region Undecided location of methods.Maybe IGenerativeAI might be better... /// diff --git a/src/Mscc.GenerativeAI/GoogleAI.cs b/src/Mscc.GenerativeAI/GoogleAI.cs index 2d2ccc3..bbac8bf 100644 --- a/src/Mscc.GenerativeAI/GoogleAI.cs +++ b/src/Mscc.GenerativeAI/GoogleAI.cs @@ -86,6 +86,28 @@ public GenerativeModel GenerativeModel(string model = Model.Gemini15Pro, return _generativeModel; } + /// + /// Create a generative model on Google AI to use. + /// + /// Content that has been preprocessed. + /// Optional. Configuration options for model generation and outputs. + /// Optional. A list of unique SafetySetting instances for blocking unsafe content. + /// Generative model instance. + /// Thrown when is null. + /// Thrown when both "apiKey" and "accessToken" are . + public GenerativeModel GenerativeModel(CachedContent cachedContent, + GenerationConfig? generationConfig = null, + List? safetySettings = null) + { + if (cachedContent == null) throw new ArgumentNullException(nameof(cachedContent)); + + _generativeModel = new GenerativeModel(cachedContent, + generationConfig, + safetySettings) + { + ApiKey = _apiKey, + AccessToken = _apiKey is null ? _accessToken : null + }; return _generativeModel; } diff --git a/src/Mscc.GenerativeAI/IGenerativeAI.cs b/src/Mscc.GenerativeAI/IGenerativeAI.cs index 546c259..c181d84 100644 --- a/src/Mscc.GenerativeAI/IGenerativeAI.cs +++ b/src/Mscc.GenerativeAI/IGenerativeAI.cs @@ -28,6 +28,17 @@ public GenerativeModel GenerativeModel(string model = Model.Gemini15Pro, List? tools = null, Content? systemInstruction = null); + /// + /// Create an instance of a generative model to use. + /// + /// Content that has been preprocessed. + /// Optional. Configuration options for model generation and outputs. + /// Optional. A list of unique SafetySetting instances for blocking unsafe content. + /// Generative model instance. + public GenerativeModel GenerativeModel(CachedContent cachedContent, + GenerationConfig? generationConfig = null, + List? safetySettings = null); + /// /// Gets information about a specific Model. /// diff --git a/src/Mscc.GenerativeAI/Types/Generative/CachedContent.cs b/src/Mscc.GenerativeAI/Types/Generative/CachedContent.cs new file mode 100644 index 0000000..7f1e64b --- /dev/null +++ b/src/Mscc.GenerativeAI/Types/Generative/CachedContent.cs @@ -0,0 +1,95 @@ +#if NET472_OR_GREATER || NETSTANDARD2_0 +using System; +using System.Collections.Generic; +using System.Text.Json.Serialization; +#endif + +namespace Mscc.GenerativeAI +{ + public class ListCachedContentsResponse + { + /// + /// List of cached content resources. + /// + public List CachedContents { get; set; } + /// + /// A token, which can be sent as pageToken to retrieve the next page. + /// If this field is omitted, there are no more pages. + /// + public string? NextPageToken { get; set; } + } + + public class CachedContent + { + protected string _model; + + /// + /// Required. Immutable. The name of the `Model` to use for cached content Format: `models/{model}` + /// + public string Model + { + get => _model; + set => _model = value.SanitizeModelName() ?? throw new InvalidOperationException(); + } + /// + /// Optional. Identifier. The resource name referring to the cached content. Format: `cachedContents/{id}` + /// + public string Name { get; set; } + /// + /// Optional. Immutable. The user-generated meaningful display name of the cached content. Maximum 128 Unicode characters. + /// + public string? DisplayName { get; set; } + + /// + /// Input only. New TTL for this resource, input only. + /// + [JsonIgnore] + public TimeSpan Ttl { get; set; } + + [JsonPropertyName("ttl")] + public string TtlString + { + get => $"{Ttl.TotalSeconds}s"; + set + { + if (TimeSpan.TryParse(value, out var ttl)) + { + Ttl = ttl; + } + } + } + + /// + /// Output only. Creation time of the cache entry. + /// + public DateTime? CreateTime { get; set; } + /// + /// Output only. When the cache entry was last updated in UTC time. + /// + public DateTime? UpdateTime { get; set; } + /// + /// Timestamp in UTC of when this resource is considered expired. This is *always* provided on output, regardless of what was sent on input. + /// + public DateTime? ExpireTime { get; set; } + /// + /// Optional. Input only. Immutable. The content to cache. + /// + public List? Contents { get; set; } + /// + /// Optional. Input only. Immutable. Developer set system instruction. Currently text only. + /// + public Content? SystemInstruction { get; set; } + /// + /// Optional. Input only. Immutable. A list of `Tools` the model may use to generate the next response + /// + public List? Tools { get; set; } + /// + /// Optional. Input only. Immutable. Tool config. This config is shared for all tools. + /// + public ToolConfig? ToolConfig { get; set; } + /// + /// Output only. Metadata on the usage of the cached content. + /// + public CachedContentUsageMetadata UsageMetadata { get; set; } + } +} \ No newline at end of file diff --git a/src/Mscc.GenerativeAI/Types/Generative/CachedContentUsageMetadata.cs b/src/Mscc.GenerativeAI/Types/Generative/CachedContentUsageMetadata.cs new file mode 100644 index 0000000..1f01de8 --- /dev/null +++ b/src/Mscc.GenerativeAI/Types/Generative/CachedContentUsageMetadata.cs @@ -0,0 +1,13 @@ +namespace Mscc.GenerativeAI +{ + /// + /// Metadata on the usage of the cached content. + /// + public class CachedContentUsageMetadata + { + /// + /// Total number of tokens that the cached content consumes. + /// + public int TotalTokenCount { get; set; } + } +} \ No newline at end of file diff --git a/src/Mscc.GenerativeAI/Types/Generative/CountTokensResponse.cs b/src/Mscc.GenerativeAI/Types/Generative/CountTokensResponse.cs index 31eb566..5711834 100644 --- a/src/Mscc.GenerativeAI/Types/Generative/CountTokensResponse.cs +++ b/src/Mscc.GenerativeAI/Types/Generative/CountTokensResponse.cs @@ -1,11 +1,12 @@ namespace Mscc.GenerativeAI { /// - /// + /// A response from `CountTokens`. It returns the model's `token_count` for the `prompt`. /// public sealed class CountTokensResponse { - private int _totalTokens = default; + private int _totalTokens; + private int _totalCachedTokens; /// /// The total number of tokens counted across all instances from the request. @@ -29,5 +30,14 @@ public int TokenCount /// The total number of billable characters counted across all instances from the request. /// public int TotalBillableCharacters { get; set; } = default; + + /// + /// Number of tokens in the cached part of the prompt (the cached content). + /// + public int CachedContentTokenCount + { + get => _totalCachedTokens; + set => _totalCachedTokens = value < 0 ? 0 : value < int.MaxValue ? value : int.MaxValue; + } } } \ No newline at end of file diff --git a/src/Mscc.GenerativeAI/Types/Generative/UsageMetadata.cs b/src/Mscc.GenerativeAI/Types/Generative/UsageMetadata.cs index 0434f76..1936354 100644 --- a/src/Mscc.GenerativeAI/Types/Generative/UsageMetadata.cs +++ b/src/Mscc.GenerativeAI/Types/Generative/UsageMetadata.cs @@ -14,5 +14,9 @@ public class UsageMetadata /// Number of tokens in the response(s). /// public int TotalTokenCount { get; set; } = default; + /// + /// Number of tokens in the cached content. + /// + public int CachedContentTokenCount { get; set; } = default; } } \ No newline at end of file diff --git a/src/Mscc.GenerativeAI/VertexAI.cs b/src/Mscc.GenerativeAI/VertexAI.cs index 8b35f3b..8abe14f 100644 --- a/src/Mscc.GenerativeAI/VertexAI.cs +++ b/src/Mscc.GenerativeAI/VertexAI.cs @@ -86,6 +86,33 @@ public GenerativeModel GenerativeModel(string model = Model.Gemini15Pro, return _generativeModel; } + /// + /// Create a generative model on Vertex AI to use. + /// + /// Content that has been preprocessed. + /// Optional. Configuration options for model generation and outputs. + /// Optional. A list of unique SafetySetting instances for blocking unsafe content. + /// Generative model instance. + /// Thrown when is null. + /// Thrown when "projectId" or "region" is . + public GenerativeModel GenerativeModel(CachedContent cachedContent, + GenerationConfig? generationConfig = null, + List? safetySettings = null) + { + if (cachedContent == null) throw new ArgumentNullException(nameof(cachedContent)); + if (_projectId is null) throw new ArgumentNullException(message: "ProjectId has not been set", null); + if (_region is null) throw new ArgumentNullException(message: "Region has not been set", null); + + _generativeModel = new GenerativeModel(cachedContent, + generationConfig, + safetySettings) + { + ProjectId = _projectId, + Region = _region, + }; + return _generativeModel; + } + /// public Task GetModel(string model) { From 4fd4bf76e273823434311f1ba1e0759b0c2970dd Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Mon, 14 Oct 2024 22:28:36 +0400 Subject: [PATCH 36/79] add types for `GeneratedFile` --- src/Mscc.GenerativeAI/Enums/ReferenceType.cs | 69 +++++++++ .../Enums/StateGeneratedFile.cs | 30 ++++ .../Types/Generative/Blobstore2Info.cs | 30 ++++ .../Types/Generative/CompositeMedia.cs | 57 ++++++++ .../Types/Generative/ContentTypeInfo.cs | 29 ++++ .../Types/Generative/DiffChecksumsResponse.cs | 29 ++++ .../Types/Generative/DiffDownloadResponse.cs | 13 ++ .../Types/Generative/DiffUploadRequest.cs | 27 ++++ .../Types/Generative/DiffUploadResponse.cs | 20 +++ .../Types/Generative/DiffVersionResponse.cs | 17 +++ .../Types/Generative/DownloadParameters.cs | 17 +++ .../Types/Generative/GeneratedFile.cs | 29 ++++ .../Types/Generative/Media.cs | 138 ++++++++++++++++++ .../Types/Generative/ObjectId.cs | 21 +++ 14 files changed, 526 insertions(+) create mode 100644 src/Mscc.GenerativeAI/Enums/ReferenceType.cs create mode 100644 src/Mscc.GenerativeAI/Enums/StateGeneratedFile.cs create mode 100644 src/Mscc.GenerativeAI/Types/Generative/Blobstore2Info.cs create mode 100644 src/Mscc.GenerativeAI/Types/Generative/CompositeMedia.cs create mode 100644 src/Mscc.GenerativeAI/Types/Generative/ContentTypeInfo.cs create mode 100644 src/Mscc.GenerativeAI/Types/Generative/DiffChecksumsResponse.cs create mode 100644 src/Mscc.GenerativeAI/Types/Generative/DiffDownloadResponse.cs create mode 100644 src/Mscc.GenerativeAI/Types/Generative/DiffUploadRequest.cs create mode 100644 src/Mscc.GenerativeAI/Types/Generative/DiffUploadResponse.cs create mode 100644 src/Mscc.GenerativeAI/Types/Generative/DiffVersionResponse.cs create mode 100644 src/Mscc.GenerativeAI/Types/Generative/DownloadParameters.cs create mode 100644 src/Mscc.GenerativeAI/Types/Generative/GeneratedFile.cs create mode 100644 src/Mscc.GenerativeAI/Types/Generative/Media.cs create mode 100644 src/Mscc.GenerativeAI/Types/Generative/ObjectId.cs diff --git a/src/Mscc.GenerativeAI/Enums/ReferenceType.cs b/src/Mscc.GenerativeAI/Enums/ReferenceType.cs new file mode 100644 index 0000000..2d15553 --- /dev/null +++ b/src/Mscc.GenerativeAI/Enums/ReferenceType.cs @@ -0,0 +1,69 @@ +#if NET472_OR_GREATER || NETSTANDARD2_0 +using System.Text.Json.Serialization; +#endif + +namespace Mscc.GenerativeAI +{ + /// + /// Describes what the field reference contains. + /// + [JsonConverter(typeof(JsonStringEnumConverter))] + public enum ReferenceType + { + /// + /// Reference contains a GFS path or a local path. + /// + Path, + /// + /// Reference points to a blobstore object. This could be either a v1 blob_ref or a v2 blobstore2_info. Clients should check blobstore2_info first, since v1 is being deprecated. + /// + BlobRef, + /// + /// Data is included into this proto buffer. + /// + Inline, + /// + /// Data should be accessed from the current service using the operation GetMedia. + /// + GetMedia, + /// + /// The content for this media object is stored across multiple partial media objects under the composite_media field. + /// + CompositeMedia, + /// + /// Reference points to a bigstore object. + /// + BigstoreRef, + /// + /// Indicates the data is stored in diff_version_response. + /// + DiffVersionResponse, + /// + /// Indicates the data is stored in diff_checksums_response. + /// + DiffChecksumResponse, + /// + /// Indicates the data is stored in diff_download_response. + /// + DiffDownloadResponse, + /// + /// Indicates the data is stored in diff_upload_request. + /// + DiffUploadRequest, + /// + /// Indicates the data is stored in diff_upload_response. + /// + DiffUploadResponse, + /// + /// Indicates the data is stored in cosmo_binary_reference. + /// + CosmoBinaryReference, + /// + /// Informs Scotty to generate a response payload with the size specified in the length field. + /// The contents of the payload are generated by Scotty and are undefined. + /// This is useful for testing download speeds between the user and Scotty + /// without involving a real payload source. Note: range is not supported when using arbitrary_bytes. + /// + ArbitraryBytes + } +} \ No newline at end of file diff --git a/src/Mscc.GenerativeAI/Enums/StateGeneratedFile.cs b/src/Mscc.GenerativeAI/Enums/StateGeneratedFile.cs new file mode 100644 index 0000000..48fe00d --- /dev/null +++ b/src/Mscc.GenerativeAI/Enums/StateGeneratedFile.cs @@ -0,0 +1,30 @@ +#if NET472_OR_GREATER || NETSTANDARD2_0 +using System.Text.Json.Serialization; +#endif + +namespace Mscc.GenerativeAI +{ + /// + /// The state of the tuned model. + /// + [JsonConverter(typeof(JsonStringEnumConverter))] + public enum StateGeneratedFile + { + /// + /// The default value. This value is used if the state is omitted. + /// + StateUnspecified = 0, + /// + /// Being generated. + /// + Generating, + /// + /// Generated and is ready for download. + /// + Generated, + /// + /// Failed to generate the GeneratedFile. + /// + Failed, + } +} \ No newline at end of file diff --git a/src/Mscc.GenerativeAI/Types/Generative/Blobstore2Info.cs b/src/Mscc.GenerativeAI/Types/Generative/Blobstore2Info.cs new file mode 100644 index 0000000..fd11a69 --- /dev/null +++ b/src/Mscc.GenerativeAI/Types/Generative/Blobstore2Info.cs @@ -0,0 +1,30 @@ +namespace Mscc.GenerativeAI +{ + /// + /// Information to read/write to blobstore2. + /// + public class Blobstore2Info + { + /// + /// The blob id, e.g., /blobstore/prod/playground/scotty + /// + public string BlobId { get; set; } + /// + /// The blob read token. + /// Needed to read blobs that have not been replicated. Might not be available until the final call. + /// + public string ReadToken { get; set; } + /// + /// The blob generation id. + /// + public int BlobGeneration { get; set; } + /// + /// Metadata passed from Blobstore -> Scotty for a new GCS upload. This is a signed, serialized blobstore2.BlobMetadataContainer proto which must never be consumed outside of Bigstore, and is not applicable to non-GCS media uploads. + /// + public byte UploadMetadataContainer { get; set; } + /// + /// Read handle passed from Bigstore -> Scotty for a GCS download. This is a signed, serialized blobstore2.ReadHandle proto which must never be set outside of Bigstore, and is not applicable to non-GCS media downloads. + /// + public byte DownloadReadHandle { get; set; } + } +} \ No newline at end of file diff --git a/src/Mscc.GenerativeAI/Types/Generative/CompositeMedia.cs b/src/Mscc.GenerativeAI/Types/Generative/CompositeMedia.cs new file mode 100644 index 0000000..e54f624 --- /dev/null +++ b/src/Mscc.GenerativeAI/Types/Generative/CompositeMedia.cs @@ -0,0 +1,57 @@ +namespace Mscc.GenerativeAI +{ + /// + /// A sequence of media data references representing composite data. Introduced to support Bigstore composite objects. For details, visit http://go/bigstore-composites. + /// + public class CompositeMedia + { + /// + /// Media data, set if reference_type is INLINE + /// + public byte[] Inline { get; set; } + /// + /// Path to the data, set if reference_type is PATH + /// + public string Path { get; set; } + /// + /// Describes what the field reference contains. + /// + public ReferenceType ReferenceType { get; set; } + /// + /// Scotty-provided MD5 hash for an upload. + /// + public string Md5Hash { get; set; } + /// + /// Scotty-provided SHA1 hash for an upload. + /// + public byte Sha1Hash { get; set; } + /// + /// Scotty-provided SHA256 hash for an upload. + /// + public byte Sha256Hash { get; set; } + /// + /// For Scotty Uploads: Scotty-provided hashes for uploads For Scotty Downloads: (WARNING: DO NOT USE WITHOUT PERMISSION FROM THE SCOTTY TEAM.) A Hash provided by the agent to be used to verify the data being downloaded. Currently only supported for inline payloads. Further, only crc32c_hash is currently supported. + /// + public int Crc32cHash { get; set; } + /// + /// Blobstore v1 reference, set if reference_type is BLOBSTORE_REF This should be the byte representation of a blobstore.BlobRef. Since Blobstore is deprecating v1, use blobstore2_info instead. For now, any v2 blob will also be represented in this field as v1 BlobRef. + /// + public byte BlobRef { get; set; } + /// + /// Size of the data, in bytes + /// + public int Length { get; set; } + /// + /// Reference to a TI Blob, set if reference_type is BIGSTORE_REF. + /// + public ObjectId ObjectId { get; set; } + /// + /// A binary data reference for a media download. Serves as a technology-agnostic binary reference in some Google infrastructure. This value is a serialized storage_cosmo.BinaryReference proto. Storing it as bytes is a hack to get around the fact that the cosmo proto (as well as others it includes) doesn't support JavaScript. This prevents us from including the actual type of this field. + /// + public byte CosmoBinaryReference { get; set; } + /// + /// Blobstore v2 info, set if reference_type is BLOBSTORE_REF and it refers to a v2 blob. + /// + public Blobstore2Info Blobstore2Info { get; set; } + } +} \ No newline at end of file diff --git a/src/Mscc.GenerativeAI/Types/Generative/ContentTypeInfo.cs b/src/Mscc.GenerativeAI/Types/Generative/ContentTypeInfo.cs new file mode 100644 index 0000000..99943ac --- /dev/null +++ b/src/Mscc.GenerativeAI/Types/Generative/ContentTypeInfo.cs @@ -0,0 +1,29 @@ +namespace Mscc.GenerativeAI +{ + /// + /// Detailed Content-Type information from Scotty. The Content-Type of the media will typically be filled in by the header or Scotty's best_guess, but this extended information provides the backend with more information so that it can make a better decision if needed. This is only used on media upload requests from Scotty. + /// + public class ContentTypeInfo + { + /// + /// The content type of the file derived by looking at specific bytes (i.e. \"magic bytes\") of the actual file. + /// + public string FromBytes { get; set; } + /// + /// The content type of the file derived from the file extension of the URL path. The URL path is assumed to represent a file name (which is typically only true for agents that are providing a REST API). + /// + public string FromUrlPath { get; set; } + /// + /// The content type of the file as specified in the request headers, multipart headers, or RUPIO start request. + /// + public string FromHeader { get; set; } + /// + /// The content type of the file derived from the file extension of the original file name used by the client. + /// + public string FromFileName { get; set; } + /// + /// Scotty's best guess of what the content type of the file is. + /// + public string BestGuess { get; set; } + } +} \ No newline at end of file diff --git a/src/Mscc.GenerativeAI/Types/Generative/DiffChecksumsResponse.cs b/src/Mscc.GenerativeAI/Types/Generative/DiffChecksumsResponse.cs new file mode 100644 index 0000000..efed633 --- /dev/null +++ b/src/Mscc.GenerativeAI/Types/Generative/DiffChecksumsResponse.cs @@ -0,0 +1,29 @@ +namespace Mscc.GenerativeAI +{ + /// + /// Backend response for a Diff get checksums response. For details on the Scotty Diff protocol, visit http://go/scotty-diff-protocol. + /// + public class DiffChecksumsResponse + { + /// + /// The object version of the object the checksums are being returned for. + /// + public string ObjectVersion { get; set; } + /// + /// The total size of the server object. + /// + public int ObjectSizeBytes { get; set; } + /// + /// The chunk size of checksums. Must be a multiple of 256KB. + /// + public int ChunkSizeBytes { get; set; } + /// + /// If set, calculate the checksums based on the contents and return them to the caller. + /// + public CompositeMedia ObjectLocation { get; set; } + /// + /// Exactly one of these fields must be populated. If checksums_location is filled, the server will return the corresponding contents to the user. If object_location is filled, the server will calculate the checksums based on the content there and return that to the user. For details on the format of the checksums, see http://go/scotty-diff-protocol. + /// + public CompositeMedia ChecksumsLocation { get; set; } + } +} \ No newline at end of file diff --git a/src/Mscc.GenerativeAI/Types/Generative/DiffDownloadResponse.cs b/src/Mscc.GenerativeAI/Types/Generative/DiffDownloadResponse.cs new file mode 100644 index 0000000..f07bd1a --- /dev/null +++ b/src/Mscc.GenerativeAI/Types/Generative/DiffDownloadResponse.cs @@ -0,0 +1,13 @@ +namespace Mscc.GenerativeAI +{ + /// + /// Backend response for a Diff download response. For details on the Scotty Diff protocol, visit http://go/scotty-diff-protocol. + /// + public class DiffDownloadResponse + { + /// + /// The original object location. + /// + public CompositeMedia ObjectLocation { get; set; } + } +} \ No newline at end of file diff --git a/src/Mscc.GenerativeAI/Types/Generative/DiffUploadRequest.cs b/src/Mscc.GenerativeAI/Types/Generative/DiffUploadRequest.cs new file mode 100644 index 0000000..dc9c8a9 --- /dev/null +++ b/src/Mscc.GenerativeAI/Types/Generative/DiffUploadRequest.cs @@ -0,0 +1,27 @@ +namespace Mscc.GenerativeAI +{ + /// + /// A Diff upload request. For details on the Scotty Diff protocol, visit http://go/scotty-diff-protocol. + /// + public class DiffUploadRequest + { + /// + /// The object version of the object that is the base version the + /// incoming diff script will be applied to. This field will always be filled in. + /// + public string ObjectVersion { get; set; } + /// + /// The location of the new object. + /// Agents must clone the object located here, as the upload server + /// will delete the contents once a response is received. + /// + public CompositeMedia ObjectInfo { get; set; } + /// + /// The location of the checksums for the new object. + /// Agents must clone the object located here, as the upload server + /// will delete the contents once a response is received. + /// For details on the format of the checksums, see http://go/scotty-diff-protocol. + /// + public CompositeMedia ChecksumsInfo { get; set; } + } +} \ No newline at end of file diff --git a/src/Mscc.GenerativeAI/Types/Generative/DiffUploadResponse.cs b/src/Mscc.GenerativeAI/Types/Generative/DiffUploadResponse.cs new file mode 100644 index 0000000..d800e5e --- /dev/null +++ b/src/Mscc.GenerativeAI/Types/Generative/DiffUploadResponse.cs @@ -0,0 +1,20 @@ +namespace Mscc.GenerativeAI +{ + /// + /// Backend response for a Diff upload request. For details on the Scotty Diff protocol, visit http://go/scotty-diff-protocol. + /// + public class DiffUploadResponse + { + /// + /// The object version of the object at the server. + /// Must be included in the end notification response. + /// The version in the end notification response must correspond + /// to the new version of the object that is now stored at the server, after the upload. + /// + public string ObjectVersion { get; set; } + /// + /// The location of the original file for a diff upload request. Must be filled in if responding to an upload start notification. + /// + public CompositeMedia OriginalObject { get; set; } + } +} \ No newline at end of file diff --git a/src/Mscc.GenerativeAI/Types/Generative/DiffVersionResponse.cs b/src/Mscc.GenerativeAI/Types/Generative/DiffVersionResponse.cs new file mode 100644 index 0000000..0ed8014 --- /dev/null +++ b/src/Mscc.GenerativeAI/Types/Generative/DiffVersionResponse.cs @@ -0,0 +1,17 @@ +namespace Mscc.GenerativeAI +{ + /// + /// Backend response for a Diff get version response. For details on the Scotty Diff protocol, visit http://go/scotty-diff-protocol. + /// + public class DiffVersionResponse + { + /// + /// The object version of the object the checksums are being returned for. + /// + public string ObjectVersion { get; set; } + /// + /// The total size of the server object. + /// + public int ObjectSizeBytes { get; set; } + } +} \ No newline at end of file diff --git a/src/Mscc.GenerativeAI/Types/Generative/DownloadParameters.cs b/src/Mscc.GenerativeAI/Types/Generative/DownloadParameters.cs new file mode 100644 index 0000000..bed532a --- /dev/null +++ b/src/Mscc.GenerativeAI/Types/Generative/DownloadParameters.cs @@ -0,0 +1,17 @@ +namespace Mscc.GenerativeAI +{ + /// + /// Parameters specific to media downloads. + /// + public class DownloadParameters + { + /// + /// A boolean to be returned in the response to Scotty. Allows/disallows gzip encoding of the payload content when the server thinks it's advantageous (hence, does not guarantee compression) which allows Scotty to GZip the response to the client. + /// + public bool AllowGzipCompression { get; set; } + /// + /// Determining whether or not Apiary should skip the inclusion of any Content-Range header on its response to Scotty. + /// + public bool IgnoreRange { get; set; } + } +} \ No newline at end of file diff --git a/src/Mscc.GenerativeAI/Types/Generative/GeneratedFile.cs b/src/Mscc.GenerativeAI/Types/Generative/GeneratedFile.cs new file mode 100644 index 0000000..21791ae --- /dev/null +++ b/src/Mscc.GenerativeAI/Types/Generative/GeneratedFile.cs @@ -0,0 +1,29 @@ +using System.Diagnostics; + +namespace Mscc.GenerativeAI +{ + /// + /// A file generated on behalf of a user. + /// + [DebuggerDisplay("{Name} ({State})")] + public class GeneratedFile + { + /// + /// Identifier. The name of the generated file. Example: `generatedFiles/abc-123` + /// + public string Name { get; set; } + /// + /// The blob reference of the generated file to download. + /// Only set when the GeneratedFiles.get request url has the \"?alt=media\" query param. + /// + public Media Blob { get; set; } + /// + /// Error details if the GeneratedFile ends up in the STATE_FAILED state. + /// + public Status Error { get; set; } + /// + /// Output only. The state of the GeneratedFile. + /// + public StateGeneratedFile State { get; set; } + } +} \ No newline at end of file diff --git a/src/Mscc.GenerativeAI/Types/Generative/Media.cs b/src/Mscc.GenerativeAI/Types/Generative/Media.cs new file mode 100644 index 0000000..fd90772 --- /dev/null +++ b/src/Mscc.GenerativeAI/Types/Generative/Media.cs @@ -0,0 +1,138 @@ +using System.Diagnostics; + +namespace Mscc.GenerativeAI +{ + /// + /// A reference to data stored on the filesystem, on GFS or in blobstore. + /// + [DebuggerDisplay("{Filename})")] + public class Media + { + /// + /// Original file name. + /// + public string Filename { get; set; } + /// + /// Media data, set if reference_type is INLINE + /// + public byte[] Inline { get; set; } + /// + /// A composite media composed of one or more media objects, set if reference_type is COMPOSITE_MEDIA. + /// The media length field must be set to the sum of the lengths of all composite media objects. + /// Note: All composite media must have length specified. + /// + public CompositeMedia CompositeMedia { get; set; } + /// + /// Parameters for a media download. + /// + public DownloadParameters DownloadParameters { get; set; } + /// + /// A unique fingerprint/version id for the media data. + /// + public string Token { get; set; } + /// + /// Extended content type information provided for Scotty uploads. + /// + public ContentTypeInfo ContentTypeInfo { get; set; } + /// + /// Scotty-provided SHA1 hash for an upload. + /// + public byte Sha1Hash { get; set; } + /// + /// Scotty-provided SHA256 hash for an upload. + /// + public byte Sha256Hash { get; set; } + /// + /// Scotty-provided MD5 hash for an upload. + /// + public string Md5Hash { get; set; } + /// + /// For Scotty uploads only. + /// If a user sends a hash code and the backend has requested that Scotty verify the upload against the client hash, Scotty will perform the check on behalf of the backend and will reject it if the hashes don't match. This is set to true if Scotty performed this verification. + /// + public bool HashVerified { get; set; } + /// + /// MIME type of the data. + /// + public string ContentType { get; set; } + /// + /// Set if reference_type is DIFF_UPLOAD_REQUEST. + /// + public DiffUploadRequest DiffUploadRequest { get; set; } + /// + /// Set if reference_type is DIFF_UPLOAD_RESPONSE. + /// + public DiffUploadResponse DiffUploadResponse { get; set; } + /// + /// Set if reference_type is DIFF_CHECKSUMS_RESPONSE. + /// + public DiffChecksumsResponse DiffChecksumsResponse { get; set; } + /// + /// Set if reference_type is DIFF_VERSION_RESPONSE. + /// + public DiffVersionResponse DiffVersionResponse { get; set; } + /// + /// Set if reference_type is DIFF_DOWNLOAD_RESPONSE. + /// + public DiffDownloadResponse DiffDownloadResponse { get; set; } + /// + /// Deprecated, use one of explicit hash type fields instead. + /// Algorithm used for calculating the hash. + /// As of 2011/01/21, \"MD5\" is the only possible value for this field. + /// New values may be added at any time. + /// + public string Algorithm { get; set; } + /// + /// Describes what the field reference contains. + /// + public ReferenceType ReferenceType { get; set; } + /// + /// Use object_id instead. + /// + public byte BigstoreObjectRef { get; set; } + /// + /// Time at which the media data was last updated, in milliseconds since UNIX epoch + /// + public int Timestamp { get; set; } + /// + /// Path to the data, set if reference_type is PATH + /// + public string Path { get; set; } + /// + /// Blobstore v2 info, set if reference_type is BLOBSTORE_REF, and it refers to a v2 blob. + /// + public Blobstore2Info Blobstore2Info { get; set; } + /// + /// Deprecated, use one of explicit hash type fields instead. These two hash related fields will only be populated on Scotty based media uploads and will contain the content of the hash group in the NotificationRequest: Hex encoded hash value of the uploaded media. + /// + public string Hash { get; set; } + /// + /// Blobstore v1 reference, set if reference_type is BLOBSTORE_REF This should be the byte representation of a blobstore.BlobRef. Since Blobstore is deprecating v1, use blobstore2_info instead. For now, any v2 blob will also be represented in this field as v1 BlobRef. + /// + public byte BlobRef { get; set; } + /// + /// Size of the data, in bytes + /// + public int Length { get; set; } + /// + /// Reference to a TI Blob, set if reference_type is BIGSTORE_REF. + /// + public ObjectId ObjectId { get; set; } + /// + /// |is_potential_retry| is set false only when Scotty is certain that it has not sent the request before. When a client resumes an upload, this field must be set true in agent calls, because Scotty cannot be certain that it has never sent the request before due to potential failure in the session state persistence. + /// + public bool IsPotentialRetry { get; set; } + /// + /// For Scotty Uploads: Scotty-provided hashes for uploads For Scotty Downloads: (WARNING: DO NOT USE WITHOUT PERMISSION FROM THE SCOTTY TEAM.) A Hash provided by the agent to be used to verify the data being downloaded. Currently only supported for inline payloads. Further, only crc32c_hash is currently supported. + /// + public int Crc32CHash { get; set; } + /// + /// Media id to forward to the operation GetMedia. Can be set if reference_type is GET_MEDIA. + /// + public byte MediaId { get; set; } + /// + /// A binary data reference for a media download. Serves as a technology-agnostic binary reference in some Google infrastructure. This value is a serialized storage_cosmo.BinaryReference proto. Storing it as bytes is a hack to get around the fact that the cosmo proto (as well as others it includes) doesn't support JavaScript. This prevents us from including the actual type of this field. + /// + public byte CosmoBinaryReference { get; set; } + } +} \ No newline at end of file diff --git a/src/Mscc.GenerativeAI/Types/Generative/ObjectId.cs b/src/Mscc.GenerativeAI/Types/Generative/ObjectId.cs new file mode 100644 index 0000000..7d45401 --- /dev/null +++ b/src/Mscc.GenerativeAI/Types/Generative/ObjectId.cs @@ -0,0 +1,21 @@ +namespace Mscc.GenerativeAI +{ + /// + /// This is a copy of the tech.blob.ObjectId proto, which could not be used directly here due to transitive closure issues with JavaScript support; see http://b/8801763. + /// + public class ObjectId + { + /// + /// The name of the object. + /// + public string ObjectName { get; set; } + /// + /// The name of the bucket to which this object belongs. + /// + public string BucketName { get; set; } + /// + /// Generation of the object. Generations are monotonically increasing across writes, allowing them to be be compared to determine which generation is newer. If this is omitted in a request, then you are requesting the live object. See http://go/bigstore-versions + /// + public int Generation { get; set; } + } +} \ No newline at end of file From 54b1e05165ac7142dcfb1273090805122af413a3 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Mon, 14 Oct 2024 22:41:51 +0400 Subject: [PATCH 37/79] bump version --- README.md | 2 +- VERSION | 2 +- src/Mscc.GenerativeAI.Google/CHANGELOG.md | 6 ++++++ src/Mscc.GenerativeAI.Web/CHANGELOG.md | 6 ++++++ src/Mscc.GenerativeAI/CHANGELOG.md | 17 ++++++++++++++++- 5 files changed, 30 insertions(+), 3 deletions(-) diff --git a/README.md b/README.md index f05aad0..7600abb 100644 --- a/README.md +++ b/README.md @@ -35,7 +35,7 @@ Alternatively, add the following line to your `.csproj` file. ```text - + ``` diff --git a/VERSION b/VERSION index 49ebdd6..9dbb0c0 100644 --- a/VERSION +++ b/VERSION @@ -1 +1 @@ -1.6.5 \ No newline at end of file +1.7.0 \ No newline at end of file diff --git a/src/Mscc.GenerativeAI.Google/CHANGELOG.md b/src/Mscc.GenerativeAI.Google/CHANGELOG.md index 342af68..597e70b 100644 --- a/src/Mscc.GenerativeAI.Google/CHANGELOG.md +++ b/src/Mscc.GenerativeAI.Google/CHANGELOG.md @@ -11,6 +11,12 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 ### Changed ### Fixed +## 1.7.0 + +### Changed + +- bump version + ## 1.6.5 ### Changed diff --git a/src/Mscc.GenerativeAI.Web/CHANGELOG.md b/src/Mscc.GenerativeAI.Web/CHANGELOG.md index e67a0ed..dacdb82 100644 --- a/src/Mscc.GenerativeAI.Web/CHANGELOG.md +++ b/src/Mscc.GenerativeAI.Web/CHANGELOG.md @@ -11,6 +11,12 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 ### Changed ### Fixed +## 1.7.0 + +### Changed + +- bump version + ## 1.6.5 ### Changed diff --git a/src/Mscc.GenerativeAI/CHANGELOG.md b/src/Mscc.GenerativeAI/CHANGELOG.md index e076235..364983f 100644 --- a/src/Mscc.GenerativeAI/CHANGELOG.md +++ b/src/Mscc.GenerativeAI/CHANGELOG.md @@ -16,6 +16,21 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 ### Changed ### Fixed +## 1.7.0 + +### Added + +- add methods using File API to class `GoogleAI` +- mark methods using File API as obsolete/deprecated +- add types and functionality for `CachedContents` +- add types and functionality for `GeneratedFile` +- add extension methods for `GeneratedFiles` and `CachedContents` +- add more XMLdoc + +### Changed + +- change access modifier of some properties + ## 1.6.5 ### Added @@ -252,7 +267,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 ### Fixed -- Assigning a API_KEY using model.ApiKey is not working ([#20](https://github.com/mscraftsman/generative-ai/issues/20)) +- Assigning an API_KEY using model.ApiKey is not working ([#20](https://github.com/mscraftsman/generative-ai/issues/20)) ## 0.9.3 From 96c5760f04f437ddb0f06421970c77f1d292649b Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Mon, 14 Oct 2024 22:55:27 +0400 Subject: [PATCH 38/79] [skip ci] add example how to use system instruction #27 --- README.md | 21 +++++++++++++++++++++ 1 file changed, 21 insertions(+) diff --git a/README.md b/README.md index 7600abb..ef5f1e4 100644 --- a/README.md +++ b/README.md @@ -174,6 +174,27 @@ Console.WriteLine(response.Text); Supported models are accessible via the `Model` class. Since release 0.9.0 there is support for the previous PaLM 2 models and their functionalities. +### Use system instruction + +The model can be injected with a system instruction that applies to all further requests. +Following is an example how to instruct the model to respond like a pirate. + +```csharp +var apiKey = "your_api_key"; +var systemInstruction = new Content("You are a friendly pirate. Speak like one."); +var prompt = "Good morning! How are you?"; +IGenerativeAI genAi = new GoogleAI(apiKey); +var model = genAi.GenerativeModel(Model.Gemini15ProLatest, systemInstruction: systemInstruction); +var request = new GenerateContentRequest(prompt); +``` + +The response might look similar to this: +```text +Ahoy there, matey! I be doin' finer than a freshly swabbed poop deck on this fine mornin', how about yerself? +Shimmer me timbers, it's good to see a friendly face! +What brings ye to these here waters? +``` + ### Text-and-image input ```csharp From fe5d24f2250673619504dca2bfed1a91258c407a Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Wed, 23 Oct 2024 09:12:28 +0400 Subject: [PATCH 39/79] enable windows longpaths --- .github/workflows/dotnetcore.yml | 3 +++ 1 file changed, 3 insertions(+) diff --git a/.github/workflows/dotnetcore.yml b/.github/workflows/dotnetcore.yml index 0b9649e..02a5054 100644 --- a/.github/workflows/dotnetcore.yml +++ b/.github/workflows/dotnetcore.yml @@ -32,6 +32,9 @@ jobs: # id-token: write steps: + - name: enable windows longpaths + run: | + git config --global core.longpaths true - name: Check-out latest sources uses: actions/checkout@v4 From 61d7b0110eba97ecda7fafe0969c6694ed63eb85 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Wed, 23 Oct 2024 09:24:04 +0400 Subject: [PATCH 40/79] add support channel --- .github/FUNDING.yml | 1 + 1 file changed, 1 insertion(+) create mode 100644 .github/FUNDING.yml diff --git a/.github/FUNDING.yml b/.github/FUNDING.yml new file mode 100644 index 0000000..206c2a2 --- /dev/null +++ b/.github/FUNDING.yml @@ -0,0 +1 @@ +github: [ jochenkirstaetter, mscraftsman ] \ No newline at end of file From 1a11fa87bde7a0f0f99aae6d80d43c794b496c6e Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Tue, 29 Oct 2024 13:00:02 +0400 Subject: [PATCH 41/79] add model `gemini-1.5-flash-8b-001` --- src/Mscc.GenerativeAI/CHANGELOG.md | 6 ++++++ src/Mscc.GenerativeAI/Constants/Model.cs | 1 + 2 files changed, 7 insertions(+) diff --git a/src/Mscc.GenerativeAI/CHANGELOG.md b/src/Mscc.GenerativeAI/CHANGELOG.md index 364983f..2c2b9ba 100644 --- a/src/Mscc.GenerativeAI/CHANGELOG.md +++ b/src/Mscc.GenerativeAI/CHANGELOG.md @@ -16,6 +16,12 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 ### Changed ### Fixed +## 1.7.1 + +### Added + +- add model `gemini-1.5-flash-8b-001` + ## 1.7.0 ### Added diff --git a/src/Mscc.GenerativeAI/Constants/Model.cs b/src/Mscc.GenerativeAI/Constants/Model.cs index 945166a..4e7616d 100644 --- a/src/Mscc.GenerativeAI/Constants/Model.cs +++ b/src/Mscc.GenerativeAI/Constants/Model.cs @@ -40,6 +40,7 @@ public static class Model public const string Gemini15Flash002 = "gemini-1.5-flash-002"; public const string Gemini15Flash001Tuning = "gemini-1.5-flash-001-tuning"; public const string Gemini15FlashTuning = Gemini15Flash001Tuning; + public const string Gemini15Flash8B = "gemini-1.5-flash-8b-001"; public const string Gemini15FlashExperimental0827 = "gemini-1.5-flash-exp-0827"; public const string Gemini15FlashExperimental0827_8B = "gemini-1.5-flash-8b-exp-0827"; public const string Gemini15FlashExperimental0924_8B = "gemini-1.5-flash-8b-exp-0924"; From f5b38aa1730671a67ac77d251149b43521cdc930 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Tue, 29 Oct 2024 13:23:39 +0400 Subject: [PATCH 42/79] add Logprobs handling --- .../Types/Generative/Candidate.cs | 23 +++++++++++-- .../Types/Generative/GenerationConfig.cs | 33 +++++++++++++++++++ .../Types/Generative/LogprobsCandidate.cs | 23 +++++++++++++ .../Types/Generative/LogprobsResult.cs | 20 +++++++++++ .../Types/Generative/TopCandidates.cs | 15 +++++++++ 5 files changed, 112 insertions(+), 2 deletions(-) create mode 100644 src/Mscc.GenerativeAI/Types/Generative/LogprobsCandidate.cs create mode 100644 src/Mscc.GenerativeAI/Types/Generative/LogprobsResult.cs create mode 100644 src/Mscc.GenerativeAI/Types/Generative/TopCandidates.cs diff --git a/src/Mscc.GenerativeAI/Types/Generative/Candidate.cs b/src/Mscc.GenerativeAI/Types/Generative/Candidate.cs index 939e150..9f92315 100644 --- a/src/Mscc.GenerativeAI/Types/Generative/Candidate.cs +++ b/src/Mscc.GenerativeAI/Types/Generative/Candidate.cs @@ -12,46 +12,65 @@ public class Candidate /// Output only. Content parts of the candidate. /// public ContentResponse? Content { get; set; } + /// /// Output only. The reason why the model stopped generating tokens. /// If empty, the model has not stopped generating the tokens. /// //public FinishReason FinishReason { get; internal set; } public FinishReason? FinishReason { get; set; } + /// /// Output only. Describes the reason the mode stopped generating tokens /// in more detail. This is only filled when `finish_reason` is set. /// public string? FinishMessage { get; set; } + /// /// Output only. Index of the candidate. /// public int? Index { get; set; } + /// /// Output only. List of ratings for the safety of a response candidate. /// There is at most one rating per category. /// public List? SafetyRatings { get; set; } + /// /// Output only. Source attribution of the generated content. /// public CitationMetadata? CitationMetadata { get; set; } + /// /// /// public FunctionCall? FunctionCall { get; set; } + /// /// /// - public GroundingMetadata? GroundingMetadata { get; set; } + public GroundingMetadata? GroundingMetadata { get; set; } + /// /// Output only. Token count for this candidate. /// public int? TokenCount { get; set; } + /// /// Output only. Attribution information for sources that contributed to a grounded answer. /// This field is populated for GenerateAnswer calls. /// public List? GroundingAttributions { get; set; } + + /// + /// Output only. + /// + public float? AvgLogprobs { get; set; } + + /// + /// Output only. Log-likelihood scores for the response tokens and top tokens + /// + public LogprobsResult? LogprobsResult { get; set; } } -} +} \ No newline at end of file diff --git a/src/Mscc.GenerativeAI/Types/Generative/GenerationConfig.cs b/src/Mscc.GenerativeAI/Types/Generative/GenerationConfig.cs index e9e2e4a..14f8508 100644 --- a/src/Mscc.GenerativeAI/Types/Generative/GenerationConfig.cs +++ b/src/Mscc.GenerativeAI/Types/Generative/GenerationConfig.cs @@ -53,5 +53,38 @@ public class GenerationConfig /// If set, a compatible response_mime_type must also be set. Compatible mimetypes: `application/json`: Schema for JSON response. /// public string? ResponseSchema { get; set; } + /// + /// Optional. Presence penalty applied to the next token's logprobs if the token has already been seen in the response. + /// + /// + /// This penalty is binary on/off and not dependant on the number of times the token is used (after the first). + /// Use frequencyPenalty for a penalty that increases with each use. A positive penalty will discourage + /// the use of tokens that have already been used in the response, increasing the vocabulary. A negative + /// penalty will encourage the use of tokens that have already been used in the response, decreasing + /// the vocabulary. + /// + public float? PresencePenalty { get; set; } + /// + /// Optional. Frequency penalty applied to the next token's logprobs, multiplied by the number of times each token has been seen in the respponse so far. + /// + /// + /// A positive penalty will discourage the use of tokens that have already been used, proportional to the number + /// of times the token has been used: The more a token is used, the more difficult it is for the model to use + /// that token again increasing the vocabulary of responses. + /// Caution: A negative penalty will encourage the model to reuse tokens proportional to the number of times + /// the token has been used. Small negative values will reduce the vocabulary of a response. + /// Larger negative values will cause the model to start repeating a common token until it hits the + /// maxOutputTokens limit: "...the the the the the...". + /// + public float? FrequencyPenalty { get; set; } + /// + /// Optional. If true, export the logprobs results in response. + /// + public bool? ResponseLogprobs { get; set; } + /// + /// Optional. Only valid if responseLogprobs=True. + /// This sets the number of top logprobs to return at each decoding step in the Candidate.logprobs_result. + /// + public int? Logprobs { get; set; } } } diff --git a/src/Mscc.GenerativeAI/Types/Generative/LogprobsCandidate.cs b/src/Mscc.GenerativeAI/Types/Generative/LogprobsCandidate.cs new file mode 100644 index 0000000..2f3a959 --- /dev/null +++ b/src/Mscc.GenerativeAI/Types/Generative/LogprobsCandidate.cs @@ -0,0 +1,23 @@ +using System.Diagnostics.Contracts; + +namespace Mscc.GenerativeAI +{ + /// + /// Candidate for the logprobs token and score. + /// + public class LogprobsCandidate + { + /// + /// The candidate’s token string value. + /// + public string Token { get; set; } + /// + /// The candidate’s token id value. + /// + public int TokenId { get; set; } + /// + /// The candidate's log probability. + /// + public float LogProbability { get; set; } + } +} \ No newline at end of file diff --git a/src/Mscc.GenerativeAI/Types/Generative/LogprobsResult.cs b/src/Mscc.GenerativeAI/Types/Generative/LogprobsResult.cs new file mode 100644 index 0000000..7c28608 --- /dev/null +++ b/src/Mscc.GenerativeAI/Types/Generative/LogprobsResult.cs @@ -0,0 +1,20 @@ +using System.Collections.Generic; + +namespace Mscc.GenerativeAI +{ + /// + /// Logprobs Result + /// + public class LogprobsResult + { + /// + /// Length = total number of decoding steps. + /// + public List TopCandidates { get; set; } + /// + /// Length = total number of decoding steps. + /// The chosen candidates may or may not be in topCandidates. + /// + public List ChosenCanditates { get; set; } + } +} \ No newline at end of file diff --git a/src/Mscc.GenerativeAI/Types/Generative/TopCandidates.cs b/src/Mscc.GenerativeAI/Types/Generative/TopCandidates.cs new file mode 100644 index 0000000..b410225 --- /dev/null +++ b/src/Mscc.GenerativeAI/Types/Generative/TopCandidates.cs @@ -0,0 +1,15 @@ +using System.Collections.Generic; + +namespace Mscc.GenerativeAI +{ + /// + /// Candidates with top log probabilities at each decoding step. + /// + public class TopCandidates + { + /// + /// Sorted by log probability in descending order. + /// + public List Candidates { get; set; } + } +} \ No newline at end of file From 23c351246b29db9172520b7c417b237643c5469f Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Tue, 29 Oct 2024 13:27:38 +0400 Subject: [PATCH 43/79] add FinishReason.Language --- src/Mscc.GenerativeAI/Enums/FinishReason.cs | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/src/Mscc.GenerativeAI/Enums/FinishReason.cs b/src/Mscc.GenerativeAI/Enums/FinishReason.cs index 83b9439..d129b36 100644 --- a/src/Mscc.GenerativeAI/Enums/FinishReason.cs +++ b/src/Mscc.GenerativeAI/Enums/FinishReason.cs @@ -57,6 +57,10 @@ public enum FinishReason /// /// The function call generated by the model is invalid. /// - MalformedFunctionCall = 9 + MalformedFunctionCall = 9, + /// + /// The response candidate content was flagged for using an unsupported language. + /// + Language } } \ No newline at end of file From dddaeeb674fc7528776679cecf0ad738ae0786ca Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Tue, 29 Oct 2024 13:30:37 +0400 Subject: [PATCH 44/79] new properties documented --- src/Mscc.GenerativeAI/CHANGELOG.md | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/src/Mscc.GenerativeAI/CHANGELOG.md b/src/Mscc.GenerativeAI/CHANGELOG.md index 2c2b9ba..e0b0bac 100644 --- a/src/Mscc.GenerativeAI/CHANGELOG.md +++ b/src/Mscc.GenerativeAI/CHANGELOG.md @@ -21,6 +21,11 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 ### Added - add model `gemini-1.5-flash-8b-001` +- add Logprobs handling + +### Changed + +- extend `FinishReason` ## 1.7.0 From 6c69683391b55ca8cb80d10b7febea6098fa4393 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Tue, 29 Oct 2024 13:48:52 +0400 Subject: [PATCH 45/79] sanitize name of cached content --- .../Types/Generative/CachedContent.cs | 10 ++++++++-- 1 file changed, 8 insertions(+), 2 deletions(-) diff --git a/src/Mscc.GenerativeAI/Types/Generative/CachedContent.cs b/src/Mscc.GenerativeAI/Types/Generative/CachedContent.cs index 7f1e64b..454d155 100644 --- a/src/Mscc.GenerativeAI/Types/Generative/CachedContent.cs +++ b/src/Mscc.GenerativeAI/Types/Generative/CachedContent.cs @@ -21,7 +21,8 @@ public class ListCachedContentsResponse public class CachedContent { - protected string _model; + private string _model; + private string _name; /// /// Required. Immutable. The name of the `Model` to use for cached content Format: `models/{model}` @@ -31,10 +32,15 @@ public string Model get => _model; set => _model = value.SanitizeModelName() ?? throw new InvalidOperationException(); } + /// /// Optional. Identifier. The resource name referring to the cached content. Format: `cachedContents/{id}` /// - public string Name { get; set; } + public string Name + { + get => _name; + set => _name = value.SanitizeCachedContentName() ?? throw new InvalidOperationException(); + } /// /// Optional. Immutable. The user-generated meaningful display name of the cached content. Maximum 128 Unicode characters. /// From 2bd88cc00d616dee2f151c41bb9869382570a411 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Tue, 29 Oct 2024 13:50:10 +0400 Subject: [PATCH 46/79] add required model name and optional cached content to request --- src/Mscc.GenerativeAI/CHANGELOG.md | 2 ++ src/Mscc.GenerativeAI/GenerativeModel.cs | 28 +++++++++++++++++++ .../Generative/GenerateContentRequest.cs | 10 +++++++ 3 files changed, 40 insertions(+) diff --git a/src/Mscc.GenerativeAI/CHANGELOG.md b/src/Mscc.GenerativeAI/CHANGELOG.md index e0b0bac..e624a79 100644 --- a/src/Mscc.GenerativeAI/CHANGELOG.md +++ b/src/Mscc.GenerativeAI/CHANGELOG.md @@ -22,10 +22,12 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 - add model `gemini-1.5-flash-8b-001` - add Logprobs handling +- add required model name and optional cached content to request ### Changed - extend `FinishReason` +- sanitize name of cached content ## 1.7.0 diff --git a/src/Mscc.GenerativeAI/GenerativeModel.cs b/src/Mscc.GenerativeAI/GenerativeModel.cs index 4a22404..a794129 100644 --- a/src/Mscc.GenerativeAI/GenerativeModel.cs +++ b/src/Mscc.GenerativeAI/GenerativeModel.cs @@ -747,6 +747,20 @@ public async Task GenerateContent(GenerateContentReques { if (request == null) throw new ArgumentNullException(nameof(request)); + if (_cachedContent is not null) + { + request.CachedContent = _cachedContent.Name; + Model = _cachedContent.Model; + if (_cachedContent.Contents != null) + { + request.Contents.AddRange(_cachedContent.Contents); + } + request.Tools ??= _cachedContent.Tools; + request.ToolConfig ??= _cachedContent.ToolConfig; + request.SystemInstruction ??= _cachedContent.SystemInstruction; + } + + request.Model = !string.IsNullOrEmpty(request.Model) ? request.Model : _model; request.GenerationConfig ??= _generationConfig; request.SafetySettings ??= _safetySettings; request.Tools ??= _tools; @@ -904,6 +918,20 @@ public async IAsyncEnumerable GenerateContentStream(Gen if (request == null) throw new ArgumentNullException(nameof(request)); + if (_cachedContent is not null) + { + request.CachedContent = _cachedContent.Name; + Model = _cachedContent.Model; + if (_cachedContent.Contents != null) + { + request.Contents.AddRange(_cachedContent.Contents); + } + request.Tools ??= _cachedContent.Tools; + request.ToolConfig ??= _cachedContent.ToolConfig; + request.SystemInstruction ??= _cachedContent.SystemInstruction; + } + + request.Model = !string.IsNullOrEmpty(request.Model) ? request.Model : _model; request.GenerationConfig ??= _generationConfig; request.SafetySettings ??= _safetySettings; request.Tools ??= _tools; diff --git a/src/Mscc.GenerativeAI/Types/Generative/GenerateContentRequest.cs b/src/Mscc.GenerativeAI/Types/Generative/GenerateContentRequest.cs index 39e2b84..ad740d9 100644 --- a/src/Mscc.GenerativeAI/Types/Generative/GenerateContentRequest.cs +++ b/src/Mscc.GenerativeAI/Types/Generative/GenerateContentRequest.cs @@ -13,6 +13,11 @@ namespace Mscc.GenerativeAI /// public class GenerateContentRequest { + /// + /// Required. The name of the Model to use for generating the completion. + /// Format: name=models/{model}. + /// + public string Model { get; set; } /// /// Required. The content of the current conversation with the model. /// For single-turn queries, this is a single instance. For multi-turn queries, this is a repeated field that contains conversation history + latest request. @@ -43,6 +48,11 @@ public class GenerateContentRequest /// Optional. Configuration of tools used by the model. /// public ToolConfig? ToolConfig { get; set; } + /// + /// Optional. The name of the content cached to use as context to serve the prediction. + /// Format: cachedContents/{cachedContent} + /// + public string? CachedContent { get; set; } /// /// Initializes a new instance of the class. From f8b9cb9f3884ba859301a6de80c6ee09bb8ff2fc Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Tue, 29 Oct 2024 15:19:38 +0400 Subject: [PATCH 47/79] extend `VideoMetadata` --- src/Mscc.GenerativeAI/CHANGELOG.md | 4 +++- src/Mscc.GenerativeAI/Types/Generative/FileResource.cs | 4 ++-- src/Mscc.GenerativeAI/Types/Generative/VideoMetadata.cs | 7 +++++++ 3 files changed, 12 insertions(+), 3 deletions(-) diff --git a/src/Mscc.GenerativeAI/CHANGELOG.md b/src/Mscc.GenerativeAI/CHANGELOG.md index e624a79..97a80a4 100644 --- a/src/Mscc.GenerativeAI/CHANGELOG.md +++ b/src/Mscc.GenerativeAI/CHANGELOG.md @@ -20,14 +20,16 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 ### Added +- add context caching - add model `gemini-1.5-flash-8b-001` - add Logprobs handling - add required model name and optional cached content to request ### Changed -- extend `FinishReason` - sanitize name of cached content +- extend `FinishReason` +- extend `VideoMetadata` ## 1.7.0 diff --git a/src/Mscc.GenerativeAI/Types/Generative/FileResource.cs b/src/Mscc.GenerativeAI/Types/Generative/FileResource.cs index 8436995..d45ad97 100644 --- a/src/Mscc.GenerativeAI/Types/Generative/FileResource.cs +++ b/src/Mscc.GenerativeAI/Types/Generative/FileResource.cs @@ -50,7 +50,7 @@ public class FileResource /// public string Sha256Hash { get; set; } /// - /// Output only. The uri of the File. + /// Output only. The URI of the File. /// public string Uri { get; set; } /// @@ -64,6 +64,6 @@ public class FileResource /// /// Output only. Metadata for a video. /// - public VideoMetadata VideoMetadata { get; set; } + public VideoMetadata Metadata { get; set; } } } \ No newline at end of file diff --git a/src/Mscc.GenerativeAI/Types/Generative/VideoMetadata.cs b/src/Mscc.GenerativeAI/Types/Generative/VideoMetadata.cs index f6f553b..c6e848f 100644 --- a/src/Mscc.GenerativeAI/Types/Generative/VideoMetadata.cs +++ b/src/Mscc.GenerativeAI/Types/Generative/VideoMetadata.cs @@ -12,6 +12,13 @@ namespace Mscc.GenerativeAI [DebuggerDisplay("{StartOffset.Seconds} - {EndOffset.Seconds}")] public class VideoMetadata : IPart { + /// + /// Duration of the video. + /// + /// + /// A duration in seconds with up to nine fractional digits, ending with 's'. Example: "3.5s". + /// + public string? VideoDuration { get; set; } /// /// Starting offset of a video. /// From 5cee46e1b8c54d78c83670b5ef34ff3e4ab8f872 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Tue, 29 Oct 2024 15:20:05 +0400 Subject: [PATCH 48/79] enable cached content in chat session --- src/Mscc.GenerativeAI/GenerativeModel.cs | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/src/Mscc.GenerativeAI/GenerativeModel.cs b/src/Mscc.GenerativeAI/GenerativeModel.cs index a794129..9d0d0a0 100644 --- a/src/Mscc.GenerativeAI/GenerativeModel.cs +++ b/src/Mscc.GenerativeAI/GenerativeModel.cs @@ -1392,6 +1392,12 @@ public ChatSession StartChat(List? history = null, var config = generationConfig ?? _generationConfig; var safety = safetySettings ?? _safetySettings; var tool = tools ?? _tools; + + if (_cachedContent is not null) + { + history ??= _cachedContent.Contents?.Cast().ToList(); + } + return new ChatSession(this, history, config, safety, tool, enableAutomaticFunctionCalling); } From 033ceb9cb73152c6a060a2fabb5778202c322be3 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Tue, 29 Oct 2024 21:54:43 +0400 Subject: [PATCH 49/79] disable Http3Support (issue in .NET 8 or lower) --- .../Mscc.GenerativeAI.Google.csproj | 9 ++++-- .../Mscc.GenerativeAI.csproj | 9 ++++-- .../Test.Mscc.GenerativeAI.csproj | 29 +++++++++++++++++++ 3 files changed, 43 insertions(+), 4 deletions(-) diff --git a/src/Mscc.GenerativeAI.Google/Mscc.GenerativeAI.Google.csproj b/src/Mscc.GenerativeAI.Google/Mscc.GenerativeAI.Google.csproj index 0a33171..ce53f5b 100644 --- a/src/Mscc.GenerativeAI.Google/Mscc.GenerativeAI.Google.csproj +++ b/src/Mscc.GenerativeAI.Google/Mscc.GenerativeAI.Google.csproj @@ -26,7 +26,7 @@ $([System.IO.File]::ReadAllText("$(MSBuildProjectDirectory)/../../VERSION")) - + true enable enable @@ -35,7 +35,12 @@ annotations - + + + + + diff --git a/src/Mscc.GenerativeAI/Mscc.GenerativeAI.csproj b/src/Mscc.GenerativeAI/Mscc.GenerativeAI.csproj index dfef61e..f2b5226 100644 --- a/src/Mscc.GenerativeAI/Mscc.GenerativeAI.csproj +++ b/src/Mscc.GenerativeAI/Mscc.GenerativeAI.csproj @@ -26,7 +26,7 @@ $([System.IO.File]::ReadAllText("$(MSBuildProjectDirectory)/../../VERSION")) - + enable enable true @@ -42,7 +42,12 @@ bin\Release\Mscc.GenerativeAI.xml - + + + + + diff --git a/tests/Mscc.GenerativeAI/Test.Mscc.GenerativeAI.csproj b/tests/Mscc.GenerativeAI/Test.Mscc.GenerativeAI.csproj index b03506b..2fca060 100644 --- a/tests/Mscc.GenerativeAI/Test.Mscc.GenerativeAI.csproj +++ b/tests/Mscc.GenerativeAI/Test.Mscc.GenerativeAI.csproj @@ -17,6 +17,11 @@ annotations + + + + @@ -79,6 +84,30 @@ PreserveNewest + + PreserveNewest + + + PreserveNewest + + + PreserveNewest + + + PreserveNewest + + + PreserveNewest + + + PreserveNewest + + + PreserveNewest + + + PreserveNewest + From 5e5804bdf7ea9107c39bef7a322b83f906845b79 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Tue, 29 Oct 2024 21:58:19 +0400 Subject: [PATCH 50/79] add context caching --- src/Mscc.GenerativeAI/CachedContentModel.cs | 69 ++++++++++++------- .../Types/Generative/CachedContent.cs | 17 ++++- 2 files changed, 61 insertions(+), 25 deletions(-) diff --git a/src/Mscc.GenerativeAI/CachedContentModel.cs b/src/Mscc.GenerativeAI/CachedContentModel.cs index 9d07fec..e924da7 100644 --- a/src/Mscc.GenerativeAI/CachedContentModel.cs +++ b/src/Mscc.GenerativeAI/CachedContentModel.cs @@ -1,6 +1,7 @@ #if NET472_OR_GREATER || NETSTANDARD2_0 using System; using System.Collections.Generic; +using System.Linq; using System.Net.Http; using System.Threading; using System.Threading.Tasks; @@ -16,7 +17,7 @@ namespace Mscc.GenerativeAI public class CachedContentModel : BaseGeneration { protected override string Version => ApiVersion.V1Beta; - private string Url => "{EndpointGoogleAI}/{Version}/cachedContents"; + private const string EndpointGoogleAi = "https://generativelanguage.googleapis.com"; /// /// @@ -46,7 +47,8 @@ public async Task Create(CachedContent request, { if (request == null) throw new ArgumentNullException(nameof(request)); - var url = ParseUrl(Url); + var url = $"{EndpointGoogleAi}/{Version}/cachedContents"; + url = ParseUrl(url); string json = Serialize(request); var payload = new StringContent(json, Encoding.UTF8, Constants.MediaType); var response = await Client.PostAsync(url, payload, cancellationToken); @@ -58,25 +60,35 @@ public async Task Create(CachedContent request, /// Creates CachedContent resource. /// /// The minimum input token count for context caching is 32,768, and the maximum is the same as the maximum for the given model. - /// - /// - /// - /// - /// - /// + /// Required. The name of the `Model` to use for cached content Format: `models/{model}` + /// Optional. The user-generated meaningful display name of the cached content. Maximum 128 Unicode characters. + /// Optional. Input only. Developer set system instruction. Currently text only. + /// Optional. Input only. The content to cache. + /// Optional. A chat history to initialize the session with. + /// Optional. Input only. New TTL for this resource, input only. A duration in seconds with up to nine fractional digits, ending with 's' + /// Optional. Timestamp in UTC of when this resource is considered expired. This is always provided on output, regardless of what was sent on input. + /// The created cached content resource. + /// Thrown when the is or empty. public async Task Create(string model, string? displayName = null, Content? systemInstruction = null, List? contents = null, - TimeSpan? ttl = null) + List? history = null, + TimeSpan? ttl = null, + DateTime? expireTime = null) { + if (string.IsNullOrEmpty(model)) throw new ArgumentException("Value cannot be null or empty.", nameof(model)); + var request = new CachedContent() { Model = model, DisplayName = displayName, SystemInstruction = systemInstruction, - Contents = contents, - Ttl = ttl ?? TimeSpan.FromMinutes(5) + Contents = contents ?? history?.Select(x => + new Content { Role = x.Role, PartTypes = x.Parts } + ).ToList(), + Ttl = ttl ?? TimeSpan.FromMinutes(5), + ExpireTime = expireTime }; return await Create(request); } @@ -90,13 +102,14 @@ public async Task Create(string model, public async Task> List(int? pageSize = 50, string? pageToken = null) { + var url = $"{EndpointGoogleAi}/{Version}/cachedContents"; var queryStringParams = new Dictionary() { [nameof(pageSize)] = Convert.ToString(pageSize), [nameof(pageToken)] = pageToken }; - var url = ParseUrl(Url).AddQueryString(queryStringParams); + url = ParseUrl(url).AddQueryString(queryStringParams); var response = await Client.GetAsync(url); await response.EnsureSuccessAsync(); var cachedContents = await Deserialize(response); @@ -107,16 +120,15 @@ public async Task> List(int? pageSize = 50, /// Reads CachedContent resource. /// /// Required. The resource name referring to the content cache entry. Format: `cachedContents/{id}` - /// + /// The cached content resource. + /// Thrown when the is or empty. public async Task Get(string cachedContentName) { + if (string.IsNullOrEmpty(cachedContentName)) throw new ArgumentException("Value cannot be null or empty.", nameof(cachedContentName)); + cachedContentName = cachedContentName.SanitizeCachedContentName(); - if (!string.IsNullOrEmpty(_apiKey) && cachedContentName.StartsWith("cachedContents", StringComparison.InvariantCultureIgnoreCase)) - { - throw new NotSupportedException("Accessing tuned models via API key is not provided. Setup OAuth for your project."); - } - var url = $"{Url}/{cachedContentName}"; + var url = $"{EndpointGoogleAi}/{Version}/{cachedContentName}"; url = ParseUrl(url); var response = await Client.GetAsync(url); await response.EnsureSuccessAsync(); @@ -126,11 +138,17 @@ public async Task Get(string cachedContentName) /// /// Updates CachedContent resource (only expiration is updatable). /// - /// - /// + /// The cached content resource to update. + /// Optional. Input only. New TTL for this resource, input only. A duration in seconds with up to nine fractional digits, ending with 's' + /// The updated cached content resource. + /// Thrown when the is . + /// Thrown when the is or empty. public async Task Update(CachedContent request, TimeSpan ttl, string? updateMask = null) { - var url = $"{Url}/{request.Name}"; + if (request == null) throw new ArgumentNullException(nameof(request)); + if (string.IsNullOrEmpty(request.Name)) throw new ArgumentException("Value cannot be null or empty.", nameof(request.Name)); + + var url = $"{EndpointGoogleAi}/{Version}/{request.Name}"; var queryStringParams = new Dictionary() { [nameof(updateMask)] = updateMask @@ -158,13 +176,16 @@ public async Task Update(CachedContent request, TimeSpan ttl, str /// /// Deletes CachedContent resource. /// - /// + /// Required. The resource name referring to the content cache entry. Format: `cachedContents/{id}` + /// If successful, the response body is empty. + /// Thrown when the is or empty. public async Task Delete(string cachedContentName) { - if (cachedContentName == null) throw new ArgumentNullException(nameof(cachedContentName)); + if (string.IsNullOrEmpty(cachedContentName)) throw new ArgumentException("Value cannot be null or empty.", nameof(cachedContentName)); cachedContentName = cachedContentName.SanitizeCachedContentName(); - var url = $"{Url}/{cachedContentName}"; + + var url = $"{EndpointGoogleAi}/{Version}/{cachedContentName}"; url = ParseUrl(url); var response = await Client.DeleteAsync(url); await response.EnsureSuccessAsync(); diff --git a/src/Mscc.GenerativeAI/Types/Generative/CachedContent.cs b/src/Mscc.GenerativeAI/Types/Generative/CachedContent.cs index 454d155..ba57b9a 100644 --- a/src/Mscc.GenerativeAI/Types/Generative/CachedContent.cs +++ b/src/Mscc.GenerativeAI/Types/Generative/CachedContent.cs @@ -46,6 +46,20 @@ public string Name /// public string? DisplayName { get; set; } + /// + /// Specifies when this resource will expire. + /// + [JsonIgnore] + public string Expiration + { + get + { + var value = ExpireTime?.ToString("o"); + value ??= TtlString; + return value; + } + } + /// /// Input only. New TTL for this resource, input only. /// @@ -74,7 +88,8 @@ public string TtlString /// public DateTime? UpdateTime { get; set; } /// - /// Timestamp in UTC of when this resource is considered expired. This is *always* provided on output, regardless of what was sent on input. + /// Timestamp in UTC of when this resource is considered expired. + /// This is *always* provided on output, regardless of what was sent on input. /// public DateTime? ExpireTime { get; set; } /// From 8093c84f01a602f4cf4edfd49596a539980b3bfa Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Tue, 29 Oct 2024 21:58:51 +0400 Subject: [PATCH 51/79] add constructor using `FileData` --- src/Mscc.GenerativeAI/Types/Generative/Part.cs | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/src/Mscc.GenerativeAI/Types/Generative/Part.cs b/src/Mscc.GenerativeAI/Types/Generative/Part.cs index e0f727f..fc4e9f3 100644 --- a/src/Mscc.GenerativeAI/Types/Generative/Part.cs +++ b/src/Mscc.GenerativeAI/Types/Generative/Part.cs @@ -27,6 +27,11 @@ public Part(string text) Text = text; } + public Part(FileData fileData) : this() + { + FileData = fileData; + } + /// /// A text part of a conversation with the model. /// From f2abb7af886f900ef00576bee2a50de281c130ea Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Tue, 29 Oct 2024 21:59:50 +0400 Subject: [PATCH 52/79] add constructor using `FileData` --- .../Types/Generative/Content.cs | 27 +++++++++++++------ 1 file changed, 19 insertions(+), 8 deletions(-) diff --git a/src/Mscc.GenerativeAI/Types/Generative/Content.cs b/src/Mscc.GenerativeAI/Types/Generative/Content.cs index 92f2d0d..0795c29 100644 --- a/src/Mscc.GenerativeAI/Types/Generative/Content.cs +++ b/src/Mscc.GenerativeAI/Types/Generative/Content.cs @@ -27,7 +27,6 @@ public sealed class Content /// [JsonPropertyOrder(-1)] public string? Role { get; set; } - /// /// Ordered Parts that constitute a single message. Parts may have different MIME types. /// @@ -46,7 +45,10 @@ public List? PartTypes /// /// Initializes a new instance of the class. /// - internal Content() { } + internal Content() + { + Parts = new List(); + } /// /// Initializes a new instance of the class. @@ -54,14 +56,23 @@ internal Content() { } /// String to process. public Content(string text) : this() { - Parts = new List(); - Parts.Add(new TextData { Text = text }); + Parts?.Add(new TextData { Text = text }); + } + + /// + /// Initializes a new instance of the class. + /// + /// File to process. + public Content(FileData file) : this() + { + Role = GenerativeAI.Role.User; + Parts?.Add(new FileData { FileUri = file.FileUri, MimeType = file.MimeType }); } private void SynchronizeParts() { // partTypes = null; - if (Parts == null) return; + if (Parts?.Count == 0) return; _partTypes = new List(); foreach (var part in Parts) @@ -142,11 +153,11 @@ public string Text /// /// String to process. /// Role of the content. Must be either 'user' or 'model'. - /// Thrown when or is null. + /// Thrown when or is empty or null. public ContentResponse(string text, string role = GenerativeAI.Role.User) : this() { - // if (text == null) throw new ArgumentNullException(nameof(text)); - // if (role == null) throw new ArgumentNullException(nameof(role)); + // if (string.IsNullOrEmpty(text)) throw new ArgumentException(nameof(text)); + // if (string.IsNullOrEmpty(role)) throw new ArgumentException(nameof(role)); Parts.Add(new Part() { Text = text }); Role = role; From a2f99036c70a4b93e6c7140c0ea419a17697f8bf Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Tue, 29 Oct 2024 22:00:24 +0400 Subject: [PATCH 53/79] add accessors to `FileResource` --- src/Mscc.GenerativeAI/Types/Generative/UploadMediaResponse.cs | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/src/Mscc.GenerativeAI/Types/Generative/UploadMediaResponse.cs b/src/Mscc.GenerativeAI/Types/Generative/UploadMediaResponse.cs index 169ce24..2aefd8e 100644 --- a/src/Mscc.GenerativeAI/Types/Generative/UploadMediaResponse.cs +++ b/src/Mscc.GenerativeAI/Types/Generative/UploadMediaResponse.cs @@ -10,5 +10,9 @@ public class UploadMediaResponse /// Metadata for the created file. /// public FileResource File { get; set; } + + public string Name => File.Name; + public string Uri => File.Uri; + public string MimeType => File.MimeType; } } \ No newline at end of file From 59346539d7c37a66a839595ae775d2b715f47bff Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Tue, 29 Oct 2024 22:01:53 +0400 Subject: [PATCH 54/79] add context caching --- src/Mscc.GenerativeAI/GenerativeModel.cs | 34 +++++++++++-------- .../Types/Generative/ChatSession.cs | 34 ++++++++++++++----- 2 files changed, 46 insertions(+), 22 deletions(-) diff --git a/src/Mscc.GenerativeAI/GenerativeModel.cs b/src/Mscc.GenerativeAI/GenerativeModel.cs index 9d0d0a0..1f359f0 100644 --- a/src/Mscc.GenerativeAI/GenerativeModel.cs +++ b/src/Mscc.GenerativeAI/GenerativeModel.cs @@ -747,6 +747,10 @@ public async Task GenerateContent(GenerateContentReques { if (request == null) throw new ArgumentNullException(nameof(request)); + request.Tools ??= _tools; + request.ToolConfig ??= _toolConfig; + request.SystemInstruction ??= _systemInstruction; + if (_cachedContent is not null) { request.CachedContent = _cachedContent.Name; @@ -755,17 +759,15 @@ public async Task GenerateContent(GenerateContentReques { request.Contents.AddRange(_cachedContent.Contents); } - request.Tools ??= _cachedContent.Tools; - request.ToolConfig ??= _cachedContent.ToolConfig; - request.SystemInstruction ??= _cachedContent.SystemInstruction; + // "CachedContent can not be used with GenerateContent request setting system_instruction, tools or tool_config." + request.Tools = null; + request.ToolConfig = null; + request.SystemInstruction = null; } request.Model = !string.IsNullOrEmpty(request.Model) ? request.Model : _model; request.GenerationConfig ??= _generationConfig; request.SafetySettings ??= _safetySettings; - request.Tools ??= _tools; - request.ToolConfig ??= _toolConfig; - request.SystemInstruction ??= _systemInstruction; var url = ParseUrl(Url, Method); if (UseJsonMode) @@ -918,6 +920,10 @@ public async IAsyncEnumerable GenerateContentStream(Gen if (request == null) throw new ArgumentNullException(nameof(request)); + request.Tools ??= _tools; + request.ToolConfig ??= _toolConfig; + request.SystemInstruction ??= _systemInstruction; + if (_cachedContent is not null) { request.CachedContent = _cachedContent.Name; @@ -926,17 +932,15 @@ public async IAsyncEnumerable GenerateContentStream(Gen { request.Contents.AddRange(_cachedContent.Contents); } - request.Tools ??= _cachedContent.Tools; - request.ToolConfig ??= _cachedContent.ToolConfig; - request.SystemInstruction ??= _cachedContent.SystemInstruction; + // "CachedContent can not be used with GenerateContent request setting system_instruction, tools or tool_config." + request.Tools = null; + request.ToolConfig = null; + request.SystemInstruction = null; } request.Model = !string.IsNullOrEmpty(request.Model) ? request.Model : _model; request.GenerationConfig ??= _generationConfig; request.SafetySettings ??= _safetySettings; - request.Tools ??= _tools; - request.ToolConfig ??= _toolConfig; - request.SystemInstruction ??= _systemInstruction; var method = "streamGenerateContent"; var url = ParseUrl(Url, method); @@ -1392,10 +1396,12 @@ public ChatSession StartChat(List? history = null, var config = generationConfig ?? _generationConfig; var safety = safetySettings ?? _safetySettings; var tool = tools ?? _tools; - + if (_cachedContent is not null) { - history ??= _cachedContent.Contents?.Cast().ToList(); + history ??= _cachedContent.Contents?.Select(c => + new ContentResponse { Role = c.Role, Parts = c.PartTypes } + ).ToList(); } return new ChatSession(this, history, config, safety, tool, enableAutomaticFunctionCalling); diff --git a/src/Mscc.GenerativeAI/Types/Generative/ChatSession.cs b/src/Mscc.GenerativeAI/Types/Generative/ChatSession.cs index dc91b8e..560a855 100644 --- a/src/Mscc.GenerativeAI/Types/Generative/ChatSession.cs +++ b/src/Mscc.GenerativeAI/Types/Generative/ChatSession.cs @@ -74,30 +74,43 @@ public ChatSession(GenerativeModel model, /// Sends the conversation history with the added message and returns the model's response. /// Appends the request and response to the conversation history. /// - /// The message sent. + /// The message or content sent. /// Optional. Overrides for the model's generation config. /// Optional. Overrides for the model's safety settings. /// Optional. Overrides for the list of tools the model may use to generate the next response. /// Optional. Overrides for the configuration of tools. /// The model's response. - /// Thrown when is . + /// Thrown when is . /// Thrown when the model's response is blocked by a reason. /// Thrown when the model's response is stopped by the model's safety settings. - public async Task SendMessage(string prompt, + /// Thrown when the candidate count is larger than 1. + public async Task SendMessage(object content, GenerationConfig? generationConfig = null, List? safetySettings = null, List? tools = null, ToolConfig? toolConfig = null) { - if (prompt == null) throw new ArgumentNullException(nameof(prompt)); - if (string.IsNullOrEmpty(prompt)) throw new ArgumentException(prompt, nameof(prompt)); - - _lastSent = new() { Role = Role.User, Text = prompt }; - History.Add(_lastSent); + if (content == null) throw new ArgumentNullException(nameof(content)); + if (!(content is String || content is List)) throw new ArgumentException(content.ToString(), nameof(content)); generationConfig ??= _generationConfig; if (generationConfig?.CandidateCount > 1) throw new ValueErrorException("Can't chat with `CandidateCount > 1`"); + + var role = Role.User; + var parts = new List(); + if (content is String prompt) + { + parts.Add(new Part { Text = prompt }); + } + if (content is List contentParts) + { + // role = Role.Function; + parts = contentParts; + } + + _lastSent = new ContentResponse { Role = role, Parts = parts }; + History.Add(_lastSent); var request = new GenerateContentRequest { @@ -141,6 +154,7 @@ public async Task SendMessage(string prompt, /// The model's response. /// Thrown when is /// Thrown when the is blocked by a reason. + /// Thrown when the candidate count is larger than 1. public async IAsyncEnumerable SendMessageStream(object content, GenerationConfig? generationConfig = null, List? safetySettings = null, @@ -151,6 +165,10 @@ public async IAsyncEnumerable SendMessageStream(object if (content == null) throw new ArgumentNullException(nameof(content)); if (!(content is String || content is List)) throw new ArgumentException(content.ToString(), nameof(content)); + generationConfig ??= _generationConfig; + if (generationConfig?.CandidateCount > 1) + throw new ValueErrorException("Can't chat with `CandidateCount > 1`"); + var role = Role.User; var parts = new List(); if (content is String prompt) From f74dc9dc67820ee6a0838a698b52cf0074fcb55e Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Tue, 29 Oct 2024 22:06:14 +0400 Subject: [PATCH 55/79] add integration tests for cached content --- .../GoogleAi_Caching_Should.cs | 236 ++++++++++++++++++ 1 file changed, 236 insertions(+) create mode 100644 tests/Mscc.GenerativeAI/GoogleAi_Caching_Should.cs diff --git a/tests/Mscc.GenerativeAI/GoogleAi_Caching_Should.cs b/tests/Mscc.GenerativeAI/GoogleAi_Caching_Should.cs new file mode 100644 index 0000000..455a9dd --- /dev/null +++ b/tests/Mscc.GenerativeAI/GoogleAi_Caching_Should.cs @@ -0,0 +1,236 @@ +#if NET472_OR_GREATER || NETSTANDARD2_0 +using System; +using System.Collections.Generic; +using System.IO; +using System.Linq; +using System.Net.Http; +using System.Threading; +using System.Threading.Tasks; +#endif +using FluentAssertions; +using Mscc.GenerativeAI; +using Xunit; +using Xunit.Abstractions; + +namespace Test.Mscc.GenerativeAI +{ + [Collection(nameof(ConfigurationFixture))] + public class GoogleAi_Caching_Should + { + private readonly ITestOutputHelper _output; + private readonly ConfigurationFixture _fixture; + private readonly string _model = Model.Gemini15Flash001; + private readonly IGenerativeAI _genAi; + private readonly CachedContentModel _cachedContent; + + public GoogleAi_Caching_Should(ITestOutputHelper output, ConfigurationFixture fixture) + { + // AppContext.SetSwitch("System.Net.SocketsHttpHandler.Http3Support", false); + + _output = output; + _fixture = fixture; + _genAi = new GoogleAI(_fixture.ApiKey); + _cachedContent = ((GoogleAI)_genAi).CachedContent(); + } + + [Fact] + public async Task Create_ShouldThrowArgumentNullException_WhenRequestIsNull() + { + // Act + Func action = async () => await _cachedContent.Create(request: null); + + // Assert + await action.Should().ThrowAsync().WithParameterName("request"); + } + + [Fact] + public async Task Initialize_Caching_with_Exception() + { + // Act + Func sut = async () => await _cachedContent.Create(_model); + + // Assert + await sut.Should().ThrowAsync(); + } + + public async Task Initialize_Caching() + { + + } + + [Theory] + [InlineData("Sherlock_Jr_FullMovie.mp4", "sherlock jr movie")] + public async Task Initialize_Model_from_Caching(string filename, string displayName) + { + // Arrange + var filePath = Path.Combine(Environment.CurrentDirectory, "payload", filename); + var response = await _genAi.GenerativeModel().UploadFile(filePath); + var file = response.File; + while (file.State == StateFileResource.Processing) + { + _output.WriteLine("Waiting for video to be processed"); + Thread.Sleep(200); + file = await _genAi.GenerativeModel().GetFile(file.Name); + } + var contents = new List(); + var content = new Content(); + content.Parts.Add(new FileData { FileUri = file.Uri, MimeType = file.MimeType }); + var cache = await _cachedContent.Create(_model, + displayName: displayName, + systemInstruction: new Content("You are an expert video analyzer, and your job is to answer the user's query based on the video file you have access to."), + contents: contents, + ttl:TimeSpan.FromMinutes(5)); + + // Act + var model = _genAi.GenerativeModel(cache); + + // Assert + } + + [Fact] + public async Task List_CachedContents() + { + // Act + var result = await _cachedContent.List(); + } + + [Theory] + [InlineData("cachedContents/test-content")] + public async Task Get_CachedContent(string cachedContentName) + { + // Arrange + + // Act + var result = await _cachedContent.Get(cachedContentName); + + // Assert + result.Should().NotBeNull(); + result.Name.Should().Be(cachedContentName); + } + + [Fact] + public async Task Delete_CachedContent() + { + // Arrange + var cachedContents = await _cachedContent.List(); + var name = cachedContents.FirstOrDefault()?.Name; + + // Act + var response = await _cachedContent.Delete(name); + + // Assert + response.Should().NotBeNull(); + _output.WriteLine(response); + } + + [Fact] + public async Task Delete_ShouldThrowArgumentNullException_WhenCachedContentNameIsNull() + { + // Act + Func action = async () => await _cachedContent.Delete(null); + + // Assert + await action.Should().ThrowAsync().WithParameterName("cachedContentName"); + } + + [Fact] + public async Task Create_Basic() + { + // Arrange + var filePath = Path.Combine(Environment.CurrentDirectory, "payload", "a11.txt"); + var document = await ((GoogleAI)_genAi).UploadFile(filePath); + var contents = new List + { + new( + new FileData { FileUri = document.Uri, MimeType = document.MimeType }) + }; + var cache = await _cachedContent.Create( + _model, + systemInstruction: new Content("You are an expert analyzing transcripts."), + contents: contents); + + // Act + var model = _genAi.GenerativeModel(cache); + var response = await model.GenerateContent("Please summarize this transcript"); + + // Assert + cache.Should().NotBeNull(); + model.Should().NotBeNull(); + response.Should().NotBeNull(); + response.Candidates.Should().NotBeNull().And.HaveCount(1); + response.Text.Should().NotBeNull(); + _output.WriteLine($"{response?.Text}"); + } + + [Fact] + public async Task Create_From_Name() + { + // Arrange + var filePath = Path.Combine(Environment.CurrentDirectory, "payload", "a11.txt"); + var document = await ((GoogleAI)_genAi).UploadFile(filePath); + var contents = new List + { + new ( + new FileData { FileUri = document.Uri, MimeType = document.MimeType }) + }; + var cache = await _cachedContent.Create( + _model, + systemInstruction: new Content("You are an expert analyzing transcripts."), + contents: contents); + var name = cache.Name; + + // Act + cache = await _cachedContent.Get(name); + var apollo_model = _genAi.GenerativeModel(cache); + var response = await apollo_model.GenerateContent("Find a lighthearted moment from this transcript"); + + // Assert + cache.Should().NotBeNull(); + apollo_model.Should().NotBeNull(); + response.Should().NotBeNull(); + response.Candidates.Should().NotBeNull().And.HaveCount(1); + response.Text.Should().NotBeNull(); + _output.WriteLine($"{response?.Text}"); + } + + [Fact] + public async Task Create_From_Chat() + { + // Arrange + var systemInstruction = new Content("You are an expert analyzing transcripts."); + var model = _genAi.GenerativeModel(_model, systemInstruction: systemInstruction); + var chat = model.StartChat(); + var filePath = Path.Combine(Environment.CurrentDirectory, "payload", "a11.txt"); + var document = await ((GoogleAI)_genAi).UploadFile(filePath); + List parts = + [ + new() { Text = "Hi, could you summarize this transcript?" }, + new( new FileData { FileUri = document.Uri, MimeType = document.MimeType }) + ]; + + var response = await chat.SendMessage(parts); + _output.WriteLine($"model: {response?.Text}"); + response = await chat.SendMessage("Okay, could you tell me more about the trans-lunar injection"); + _output.WriteLine($"model: {response?.Text}"); + + var cache = await _cachedContent.Create( + _model, + systemInstruction: systemInstruction, + history: chat.History); + + // Act + model = _genAi.GenerativeModel(cache); + chat = model.StartChat(); + response = await chat.SendMessage( + "I didn't understand that last part, could you explain it in simpler language?"); + + // Assert + cache.Should().NotBeNull(); + model.Should().NotBeNull(); + response.Should().NotBeNull(); + response.Candidates.Should().NotBeNull().And.HaveCount(1); + response.Text.Should().NotBeNull(); + _output.WriteLine($"model: {response?.Text}"); + } + } +} \ No newline at end of file From 709db901bd038ce36dd762087502908deac9ddea Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Tue, 29 Oct 2024 22:08:01 +0400 Subject: [PATCH 56/79] add sample files from Python SDK for Gemini --- .../payload/Big_Buck_Bunny.mp4 | Bin 0 -> 106677 bytes .../payload/Cajun_instruments.jpg | Bin 0 -> 2991694 bytes tests/Mscc.GenerativeAI/payload/LICENSE.txt | 13 + tests/Mscc.GenerativeAI/payload/a11.txt | 28731 ++++++++++++++++ tests/Mscc.GenerativeAI/payload/organ.jpg | Bin 0 -> 383781 bytes tests/Mscc.GenerativeAI/payload/poem.txt | 4 + tests/Mscc.GenerativeAI/payload/test.pdf | Bin 0 -> 821662 bytes 7 files changed, 28748 insertions(+) create mode 100644 tests/Mscc.GenerativeAI/payload/Big_Buck_Bunny.mp4 create mode 100644 tests/Mscc.GenerativeAI/payload/Cajun_instruments.jpg create mode 100644 tests/Mscc.GenerativeAI/payload/LICENSE.txt create mode 100644 tests/Mscc.GenerativeAI/payload/a11.txt 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z$z5?Cd%pU^IK7OyLXLntAX&k$Z+Dr1zOj=S>ocO>9oi|*e&>el>Qi>hMWq>`Jb?IS z%I=RuT_fxGD_-}yU1C{~gm|AU|6#$c(Y%$jJWrh=L*~(S#)Usb?3?Q9iY4LU2&r`E zD$hJ@25NO9oo)6gi1oh5XjpO2KLmA2O2sMJRkFn*Mo&%BXHk*6OIMS7UYLf12nbU0 z{lV(V=sKzp^CT!vN-|wltMzU1)SMFzF&6OEsoOnZKm_$V33={8`2M`g$f;gW?t)y=_9i$pyV4mIlN&g!$#yWk&ktqtCyA&O<@4 z{t?e#f+`ZZOnC(RbzVxb6Xn#6DvI%K$}v~$=u2az|11b0o0}fC^+fcJGukpg++zl zjm?c+9jRa#1e_erY~N2;G;?zR$mqMhk11qttpDzD51^E{H+D8RcKL7UeO%#pi*f*^ zFc&i;GbsJq%5o4gy=0~ui$|K|X(v$4H9 zvYP<@3u9+udN-v1djM?yUyOx?o$cM({U6xhFU-szF?MEV)_-BFtW5vJm{>Sinco-j z@A1E4uycGEkBOC$iR0b${U1CakdyTT_8-EBoLSj9|Ju+0p=ElnOZ;X+d>0_-}S(!OL zj>pQ%#{3}{b`BOcjt{kG=Kykktn+^o`;apS6EhRrhZr18oE&T))|`WrgOTM!tytds zjqO7&?|NZp{BSM{3kS=`T;4G@_K)WRfgGG4YQ^%t=8PZXzGKWEbim5U$j1C3?mNc8 z{$XzK+IW}zKiB9l_OX6{G2jOcv9bf1-n-==>-)~*{J7@ty!YAtllQJQHsFWa|JC2e zHUEo!tTP)6GZW{BxxMo^IsX-dne}50{_2_OLrwo;A7lK**glN+j=hWRpYwRf*n$7T z*qA@|<$KRCvwx`HUySp^n!jVLod4!={9hXXSgXIfXZe`RJI3~}UU+Z9e`D_!^&jTO z0pwu+7w=t@AM5hoTZ|ub=4532s10_`_iM=q{k`|w`_A>xxPN<)>Hok!>gt`x&hc*^ z%g3I1=K&c%#>>u^~x6l6_my?6#gVx@8z>n+8!32CC@xwgcLvVc1ILA8%{BT|S zdo5x5Q2Td`1^A)%?-={XnsUBxfgd&Wj Date: Tue, 29 Oct 2024 22:13:08 +0400 Subject: [PATCH 57/79] check pipe organ using inline data --- tests/Mscc.GenerativeAI/GoogleAi_Gemini15Pro_Should.cs | 1 + 1 file changed, 1 insertion(+) diff --git a/tests/Mscc.GenerativeAI/GoogleAi_Gemini15Pro_Should.cs b/tests/Mscc.GenerativeAI/GoogleAi_Gemini15Pro_Should.cs index 849475f..2fe28db 100644 --- a/tests/Mscc.GenerativeAI/GoogleAi_Gemini15Pro_Should.cs +++ b/tests/Mscc.GenerativeAI/GoogleAi_Gemini15Pro_Should.cs @@ -183,6 +183,7 @@ public async Task Generate_Text_From_ImageFile(string filename, string mimetype, [InlineData("scones.jpg", "What is this picture?", "blueberries")] [InlineData("cat.jpg", "Describe this image", "snow")] [InlineData("cat.jpg", "Is it a feline?", "Yes")] + [InlineData("organ.jpg", "Tell me about this instrument", "pipe organ")] //[InlineData("animals.mp4", "video/mp4", "What's in the video?", "Zootopia")] public async Task Describe_AddMedia_From_ImageFile(string filename, string prompt, string expected) { From 9bfb905a580aa88ec37775b57cfafc8a1d6df090 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Tue, 29 Oct 2024 22:28:07 +0400 Subject: [PATCH 58/79] provide more integration tests using File API --- .../GoogleAi_Gemini15Pro_Should.cs | 30 +++++++++++++++++-- 1 file changed, 28 insertions(+), 2 deletions(-) diff --git a/tests/Mscc.GenerativeAI/GoogleAi_Gemini15Pro_Should.cs b/tests/Mscc.GenerativeAI/GoogleAi_Gemini15Pro_Should.cs index 2fe28db..32ffd6c 100644 --- a/tests/Mscc.GenerativeAI/GoogleAi_Gemini15Pro_Should.cs +++ b/tests/Mscc.GenerativeAI/GoogleAi_Gemini15Pro_Should.cs @@ -259,6 +259,7 @@ public async Task Describe_AddMedia_From_UrlRemote() [InlineData("sample.mp3", "State_of_the_Union_Address_30_January_1961")] [InlineData("pixel.mp3", "Pixel Feature Drops: March 2023")] [InlineData("gemini.pdf", "Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context")] + [InlineData("Big_Buck_Bunny.mp4", "Video clip (CC BY 3.0) from https://peach.blender.org/download/")] public async Task Upload_File_Using_FileAPI(string filename, string displayName) { // Arrange @@ -635,9 +636,34 @@ public async Task TranscribeStream_Audio_From_FileAPI_UsingSSEFormat() } } - [Fact(Skip = "Bad Request due to FileData part")] - // [Fact] + [Fact] public async Task Describe_Videos_From_FileAPI() + { + // Arrange + var prompt = "Describe this video clip."; + IGenerativeAI genAi = new GoogleAI(_fixture.ApiKey); + var model = genAi.GenerativeModel(_model); + var request = new GenerateContentRequest(prompt); + var files = await ((GoogleAI)genAi).ListFiles(); + foreach (var file in files.Files.Where(x => x.MimeType.StartsWith("video/"))) + { + _output.WriteLine($"File: {file.Name}\tName: '{file.DisplayName}'"); + request.AddMedia(file); + } + + // Act + var response = await model.GenerateContent(request); + + // Assert + response.Should().NotBeNull(); + response.Candidates.Should().NotBeNull().And.HaveCount(1); + response.Candidates.FirstOrDefault().Content.Should().NotBeNull(); + response.Candidates.FirstOrDefault().Content.Parts.Should().NotBeNull().And.HaveCountGreaterThanOrEqualTo(1); + _output.WriteLine(response?.Text); + } + + [Fact] + public async Task Make_Story_using_Videos_From_FileAPI() { // Arrange var prompt = "Make a short story from the media resources. The media resources are:"; From d828c35585b297fabb982e234f064900eeef2603 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Tue, 29 Oct 2024 22:37:11 +0400 Subject: [PATCH 59/79] add integration test using JSON schema --- .../GoogleAi_Gemini15Pro_Should.cs | 43 +++++++++++++++++++ 1 file changed, 43 insertions(+) diff --git a/tests/Mscc.GenerativeAI/GoogleAi_Gemini15Pro_Should.cs b/tests/Mscc.GenerativeAI/GoogleAi_Gemini15Pro_Should.cs index 32ffd6c..a6754c8 100644 --- a/tests/Mscc.GenerativeAI/GoogleAi_Gemini15Pro_Should.cs +++ b/tests/Mscc.GenerativeAI/GoogleAi_Gemini15Pro_Should.cs @@ -80,6 +80,25 @@ public async Task GenerateContent_WithInvalidAPIKey_ChangingAfterRequest() [Fact] public async Task GenerateContent_Using_JsonMode() + { + // Arrange + var prompt = "List a few popular cookie recipes."; + var googleAi = new GoogleAI(apiKey: _fixture.ApiKey); + var model = googleAi.GenerativeModel(model: _model); + model.UseJsonMode = true; + + // Act + var response = await model.GenerateContent(prompt); + + // Assert + response.Should().NotBeNull(); + response.Candidates.Should().NotBeNull().And.HaveCount(1); + response.Text.Should().NotBeEmpty(); + _output.WriteLine(response?.Text); + } + + [Fact] + public async Task GenerateContent_Using_JsonMode_SchemaPrompt() { // Arrange var prompt = "List a few popular cookie recipes using this JSON schema: {'type': 'object', 'properties': { 'recipe_name': {'type': 'string'}}}"; @@ -96,6 +115,30 @@ public async Task GenerateContent_Using_JsonMode() response.Text.Should().NotBeEmpty(); _output.WriteLine(response?.Text); } + + [Fact] + public async Task? GenerateContent_Using_JsonMode_Schema() + { + // Arrange + var prompt = "List a few popular cookie recipes."; + var googleAi = new GoogleAI(apiKey: _fixture.ApiKey); + var model = googleAi.GenerativeModel(model: _model); + var generationConfig = new GenerationConfig() + { + ResponseMimeType = "application/json", + ResponseSchema = "{\"type\": \"ARRAY\",\n \"items\": {\n \"type\": \"OBJECT\",\n \"properties\": {\n \"recipe_name\": {\"type\":\"STRING\"},\n }\n }" + }; + model.UseJsonMode = true; + + // Act + var response = await model.GenerateContent(prompt); + + // Assert + response.Should().NotBeNull(); + response.Candidates.Should().NotBeNull().And.HaveCount(1); + response.Text.Should().NotBeEmpty(); + _output.WriteLine(response?.Text); + } [Fact] public async Task Generate_Text_From_Image() From 73b951c1ba0ca763b0d62586310c48a27b127247 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Tue, 29 Oct 2024 23:32:27 +0400 Subject: [PATCH 60/79] add code execution --- src/Mscc.GenerativeAI/Enums/Language.cs | 22 ++++++++++++++ src/Mscc.GenerativeAI/Enums/Outcome.cs | 30 +++++++++++++++++++ .../Types/Generative/CodeExecution.cs | 15 ++++++++++ .../Types/Generative/CodeExecutionResult.cs | 17 +++++++++++ .../Types/Generative/Content.cs | 8 +++++ .../Types/Generative/ExecutableCode.cs | 20 +++++++++++++ .../Types/Generative/Part.cs | 16 +++++++++- .../Types/Generative/Tool.cs | 4 +++ .../GoogleAi_GeminiPro_Should.cs | 25 ++++++++++++++++ 9 files changed, 156 insertions(+), 1 deletion(-) create mode 100644 src/Mscc.GenerativeAI/Enums/Language.cs create mode 100644 src/Mscc.GenerativeAI/Enums/Outcome.cs create mode 100644 src/Mscc.GenerativeAI/Types/Generative/CodeExecution.cs create mode 100644 src/Mscc.GenerativeAI/Types/Generative/CodeExecutionResult.cs create mode 100644 src/Mscc.GenerativeAI/Types/Generative/ExecutableCode.cs diff --git a/src/Mscc.GenerativeAI/Enums/Language.cs b/src/Mscc.GenerativeAI/Enums/Language.cs new file mode 100644 index 0000000..bf01e93 --- /dev/null +++ b/src/Mscc.GenerativeAI/Enums/Language.cs @@ -0,0 +1,22 @@ +#if NET472_OR_GREATER || NETSTANDARD2_0 +using System.Text.Json.Serialization; +#endif + +namespace Mscc.GenerativeAI +{ + ///

    + /// + /// + [JsonConverter(typeof(JsonStringEnumConverter))] + public enum Language + { + /// + /// Unspecified language. This value should not be used. + /// + LanguageUnspecified, + /// + /// Python >= 3.10, with numpy and simpy available. + /// + Python + } +} \ No newline at end of file diff --git a/src/Mscc.GenerativeAI/Enums/Outcome.cs b/src/Mscc.GenerativeAI/Enums/Outcome.cs new file mode 100644 index 0000000..accd797 --- /dev/null +++ b/src/Mscc.GenerativeAI/Enums/Outcome.cs @@ -0,0 +1,30 @@ +#if NET472_OR_GREATER || NETSTANDARD2_0 +using System.Text.Json.Serialization; +#endif + +namespace Mscc.GenerativeAI +{ + /// + /// Outcome of the code execution. + /// + [JsonConverter(typeof(JsonStringEnumConverter))] + public enum Outcome + { + /// + /// Unspecified status. This value should not be used. + /// + OutcomeUnspecified = 1, + /// + /// Code execution completed successfully. + /// + OutcomeOk, + /// + /// Code execution finished but with a failure. `stderr` should contain the reason. + /// + OutcomeFailed, + /// + /// Code execution ran for too long, and was cancelled. There may or may not be a partial output present. + /// + OutcomeDeadlineExceeded + } +} \ No newline at end of file diff --git a/src/Mscc.GenerativeAI/Types/Generative/CodeExecution.cs b/src/Mscc.GenerativeAI/Types/Generative/CodeExecution.cs new file mode 100644 index 0000000..a20d21e --- /dev/null +++ b/src/Mscc.GenerativeAI/Types/Generative/CodeExecution.cs @@ -0,0 +1,15 @@ +namespace Mscc.GenerativeAI +{ + /// + /// Tool that executes code generated by the model, and + /// automatically returns the result to the model. + /// + /// + /// See also `` and `` + /// which are only generated when using this tool. + /// + public class CodeExecution + { + + } +} \ No newline at end of file diff --git a/src/Mscc.GenerativeAI/Types/Generative/CodeExecutionResult.cs b/src/Mscc.GenerativeAI/Types/Generative/CodeExecutionResult.cs new file mode 100644 index 0000000..9ff4a52 --- /dev/null +++ b/src/Mscc.GenerativeAI/Types/Generative/CodeExecutionResult.cs @@ -0,0 +1,17 @@ +namespace Mscc.GenerativeAI +{ + /// + /// Result of executing the `ExecutableCode`. Only generated when using the `CodeExecution`, and always follows a `part` containing the `ExecutableCode`. + /// + public class CodeExecutionResult : IPart + { + /// + /// Required. Outcome of the code execution. + /// + public Outcome Outcome { get; set; } + /// + /// Optional. Contains stdout when code execution is successful, stderr or other description otherwise. + /// + public string Output { get; set; } + } +} \ No newline at end of file diff --git a/src/Mscc.GenerativeAI/Types/Generative/Content.cs b/src/Mscc.GenerativeAI/Types/Generative/Content.cs index 0795c29..966055d 100644 --- a/src/Mscc.GenerativeAI/Types/Generative/Content.cs +++ b/src/Mscc.GenerativeAI/Types/Generative/Content.cs @@ -101,6 +101,14 @@ private void SynchronizeParts() { _partTypes.Add(new Part { VideoMetadata = video }); } + if (part is ExecutableCode code) + { + _partTypes.Add(new Part { ExecutableCode = code }); + } + if (part is CodeExecutionResult result) + { + _partTypes.Add(new Part { CodeExecutionResult = result }); + } } } diff --git a/src/Mscc.GenerativeAI/Types/Generative/ExecutableCode.cs b/src/Mscc.GenerativeAI/Types/Generative/ExecutableCode.cs new file mode 100644 index 0000000..e8f3ec8 --- /dev/null +++ b/src/Mscc.GenerativeAI/Types/Generative/ExecutableCode.cs @@ -0,0 +1,20 @@ +using System.Diagnostics; + +namespace Mscc.GenerativeAI +{ + /// + /// Code generated by the model that is meant to be executed, and the result returned to the model. Only generated when using the `CodeExecution` tool, in which the code will be automatically executed, and a corresponding `CodeExecutionResult` will also be generated. + /// + [DebuggerDisplay("{Language}")] + public class ExecutableCode : IPart + { + /// + /// Required. Programming language of the `code`. + /// + public Language Language { get; set; } + /// + /// Required. The code to be executed. + /// + public string Code { get; set; } + } +} \ No newline at end of file diff --git a/src/Mscc.GenerativeAI/Types/Generative/Part.cs b/src/Mscc.GenerativeAI/Types/Generative/Part.cs index fc4e9f3..4025782 100644 --- a/src/Mscc.GenerativeAI/Types/Generative/Part.cs +++ b/src/Mscc.GenerativeAI/Types/Generative/Part.cs @@ -37,7 +37,13 @@ public Part(FileData fileData) : this() /// public string Text { - get { return TextData?.Text; } + get + { + var value = TextData?.Text; + if (string.IsNullOrEmpty(value)) { value = ExecutableCode?.Code;} + if (string.IsNullOrEmpty(value)) { value = CodeExecutionResult?.Output;} + return value!; + } set { TextData = new TextData { Text = value }; } } /// @@ -65,6 +71,14 @@ public string Text /// Optional. For video input, the start and end offset of the video in Duration format. /// public VideoMetadata VideoMetadata { get; set; } + /// + /// Code generated by the model that is meant to be executed. + /// + public ExecutableCode ExecutableCode { get; set; } + /// + /// Result of executing the ExecutableCode. + /// + public CodeExecutionResult CodeExecutionResult { get; set; } public FileData FromUri(string uri, string mimetype) { diff --git a/src/Mscc.GenerativeAI/Types/Generative/Tool.cs b/src/Mscc.GenerativeAI/Types/Generative/Tool.cs index 3c4bdd9..1e5f8ba 100644 --- a/src/Mscc.GenerativeAI/Types/Generative/Tool.cs +++ b/src/Mscc.GenerativeAI/Types/Generative/Tool.cs @@ -21,6 +21,10 @@ public class Tool /// public List? FunctionDeclarations { get; set; } /// + /// Optional. Enables the model to execute code as part of generation. + /// + public CodeExecution? CodeExecution { get; set; } + /// /// Optional. Retrieval tool type. System will always execute the provided retrieval tool(s) /// to get external knowledge to answer the prompt. Retrieval results are presented /// to the model for generation. diff --git a/tests/Mscc.GenerativeAI/GoogleAi_GeminiPro_Should.cs b/tests/Mscc.GenerativeAI/GoogleAi_GeminiPro_Should.cs index ee32de8..2cc8f54 100644 --- a/tests/Mscc.GenerativeAI/GoogleAi_GeminiPro_Should.cs +++ b/tests/Mscc.GenerativeAI/GoogleAi_GeminiPro_Should.cs @@ -1,7 +1,9 @@ #if NET472_OR_GREATER || NETSTANDARD2_0 using System; using System.Collections.Generic; +using System.Linq; using System.Net.Http; +using System.Threading.Tasks; #endif using FluentAssertions; using Mscc.GenerativeAI; @@ -767,6 +769,29 @@ public async void Start_Chat_Streaming() }); } + [Fact] + // Ref: https://ai.google.dev/api/generate-content#code-execution + public async Task Code_Execution() + { + // Arrange + var prompt = "What is the sum of the first 50 prime numbers?"; + var genAi = new GoogleAI(_fixture.ApiKey); + var model = genAi.GenerativeModel(Model.Gemini15Flash, + tools: [new Tool { CodeExecution = new() }]); + + // Act + var response = await model.GenerateContent(prompt); + + // Assert + response.Should().NotBeNull(); + response.Candidates.Should().NotBeNull().And.HaveCount(1); + _output.WriteLine(string.Join(Environment.NewLine, + response.Candidates[0].Content.Parts.Select(x => + x.Text) +// .Where(t => !string.IsNullOrEmpty(t)) + .ToArray())); + } + [Fact] // Ref: https://ai.google.dev/docs/function_calling public async void Function_Calling() From a6b31bf5c658c6927ce5c21392f801ba1e0eab25 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Wed, 30 Oct 2024 00:03:13 +0400 Subject: [PATCH 61/79] housekeeping --- tests/Mscc.GenerativeAI/GoogleAi_Caching_Should.cs | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/tests/Mscc.GenerativeAI/GoogleAi_Caching_Should.cs b/tests/Mscc.GenerativeAI/GoogleAi_Caching_Should.cs index 455a9dd..3702a98 100644 --- a/tests/Mscc.GenerativeAI/GoogleAi_Caching_Should.cs +++ b/tests/Mscc.GenerativeAI/GoogleAi_Caching_Should.cs @@ -124,13 +124,13 @@ public async Task Delete_CachedContent() } [Fact] - public async Task Delete_ShouldThrowArgumentNullException_WhenCachedContentNameIsNull() + public async Task Delete_ShouldThrowArgumentException_WhenCachedContentNameIsNull() { // Act Func action = async () => await _cachedContent.Delete(null); // Assert - await action.Should().ThrowAsync().WithParameterName("cachedContentName"); + await action.Should().ThrowAsync().WithParameterName("cachedContentName"); } [Fact] From ae918d5472b24ea640a3fc82917b4577826c6131 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Wed, 30 Oct 2024 00:10:26 +0400 Subject: [PATCH 62/79] housekeeping --- .../Mscc.GenerativeAI.Google/GenerativeModelGoogle_Should.cs | 4 ++-- tests/Mscc.GenerativeAI/GoogleAi_Caching_Should.cs | 2 +- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/tests/Mscc.GenerativeAI.Google/GenerativeModelGoogle_Should.cs b/tests/Mscc.GenerativeAI.Google/GenerativeModelGoogle_Should.cs index 27591c0..e3b5a54 100644 --- a/tests/Mscc.GenerativeAI.Google/GenerativeModelGoogle_Should.cs +++ b/tests/Mscc.GenerativeAI.Google/GenerativeModelGoogle_Should.cs @@ -102,7 +102,7 @@ public void Initiate_Default_Model() // Assert model.Should().NotBeNull(); - model.Name.Should().Be(Model.Gemini15Pro); + model.Name.Should().Be(Model.Gemini15Pro.SanitizeModelName()); } [Theory] @@ -123,7 +123,7 @@ public void Initiate_Model(string expected) // Assert model.Should().NotBeNull(); - model.Name.Should().Be(expected); + model.Name.Should().Be(expected.SanitizeModelName()); } [Fact] diff --git a/tests/Mscc.GenerativeAI/GoogleAi_Caching_Should.cs b/tests/Mscc.GenerativeAI/GoogleAi_Caching_Should.cs index 3702a98..1282e51 100644 --- a/tests/Mscc.GenerativeAI/GoogleAi_Caching_Should.cs +++ b/tests/Mscc.GenerativeAI/GoogleAi_Caching_Should.cs @@ -58,7 +58,7 @@ public async Task Initialize_Caching() } - [Theory] + [Theory(Skip = "Skipped due to the configured HttpClient.Timeout of 100 seconds elapsing.")] [InlineData("Sherlock_Jr_FullMovie.mp4", "sherlock jr movie")] public async Task Initialize_Model_from_Caching(string filename, string displayName) { From 59376fd4b4f454001016578060e698c9ab684057 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Wed, 30 Oct 2024 00:34:45 +0400 Subject: [PATCH 63/79] extend list of supported MIME types --- .../GenerativeAIExtensions.cs | 28 +++++++++++++++++-- src/Mscc.GenerativeAI/MediaModel.cs | 5 ++++ .../Generative/GenerateContentRequest.cs | 2 +- 3 files changed, 32 insertions(+), 3 deletions(-) diff --git a/src/Mscc.GenerativeAI/GenerativeAIExtensions.cs b/src/Mscc.GenerativeAI/GenerativeAIExtensions.cs index 41060c4..0180373 100644 --- a/src/Mscc.GenerativeAI/GenerativeAIExtensions.cs +++ b/src/Mscc.GenerativeAI/GenerativeAIExtensions.cs @@ -29,14 +29,38 @@ public static void GuardSupported(this GenerativeModel model, string? message = /// Checks if the IANA standard MIME type is supported by the model. /// /// - /// See for a list of supported mime types. + /// See for a list of supported image data and video format MIME types. + /// See for a list of supported audio format MIME types. + /// + /// The IANA standard MIME type to check. + /// Thrown when the is not supported by the API. + public static void GuardInlineDataMimeType(string mimeType) + { + string[] allowedMimeTypes = ["image/jpeg", "image/png", "image/heif", "image/heic", "image/webp", + "audio/wav", "audio/mp3", "audio/mpeg", "audio/aiff", "audio/aac", "audio/ogg", "audio/flac" + ]; + + if (!allowedMimeTypes.Contains(mimeType)) throw new NotSupportedException($"The mime type `{mimeType}` is not supported by the API."); + } + + /// + /// Checks if the IANA standard MIME type is supported by the model. + /// + /// + /// See for a list of supported image data and video format MIME types. + /// See for a list of supported audio format MIME types. + /// See also for a list of supported MIME types for document processing. /// /// The IANA standard MIME type to check. /// Thrown when the is not supported by the API. public static void GuardMimeType(string mimeType) { string[] allowedMimeTypes = ["image/jpeg", "image/png", "image/heif", "image/heic", "image/webp", - "audio/wav", "audio/mp3", "audio/mpeg", "audio/aiff", "audio/aac", "audio/ogg", "audio/flac"]; + "audio/wav", "audio/mp3", "audio/mpeg", "audio/aiff", "audio/aac", "audio/ogg", "audio/flac", + "video/mp4", "video/mpeg", "video/mov", "video/avi", "video/x-flv", "video/mpg", "video/webm", "video/wmv", "video/3gpp", + "application/pdf", "application/x-javascript", "text/javascript", "application/x-python", + "text/x-python", "text/plain", "text/html", "text/css","text/md","text/csv", "text/xml", "text/rtf" + ]; if (!allowedMimeTypes.Contains(mimeType)) throw new NotSupportedException($"The mime type `{mimeType}` is not supported by the API."); } diff --git a/src/Mscc.GenerativeAI/MediaModel.cs b/src/Mscc.GenerativeAI/MediaModel.cs index c358b86..955d4c8 100644 --- a/src/Mscc.GenerativeAI/MediaModel.cs +++ b/src/Mscc.GenerativeAI/MediaModel.cs @@ -33,6 +33,7 @@ public class MediaModel : BaseGeneration /// Thrown when the file size exceeds the maximum allowed size. /// Thrown when the file upload fails. /// Thrown when the request fails to execute. + /// Thrown when the MIME type of the URI is not supported by the API. public async Task UploadFile(string uri, string? displayName = null, bool resumable = false, @@ -44,6 +45,8 @@ public async Task UploadFile(string uri, if (fileInfo.Length > Constants.MaxUploadFileSize) throw new MaxUploadFileSizeException(nameof(uri)); var mimeType = GenerativeAIExtensions.GetMimeType(uri); + GenerativeAIExtensions.GuardMimeType(mimeType); + var totalBytes = new FileInfo(uri).Length; var request = new UploadMediaRequest() { @@ -95,6 +98,7 @@ public async Task UploadFile(string uri, /// Thrown when the size exceeds the maximum allowed size. /// Thrown when the upload fails. /// Thrown when the request fails to execute. + /// Thrown when the is not supported by the API. public async Task UploadFile(Stream stream, string displayName, string mimeType, @@ -105,6 +109,7 @@ public async Task UploadFile(Stream stream, if (stream.Length > Constants.MaxUploadFileSize) throw new MaxUploadFileSizeException(nameof(stream)); if (string.IsNullOrEmpty(mimeType)) throw new ArgumentException(nameof(mimeType)); if (string.IsNullOrEmpty(displayName)) throw new ArgumentException(nameof(displayName)); + GenerativeAIExtensions.GuardMimeType(mimeType); var totalBytes = stream.Length; var request = new UploadMediaRequest() diff --git a/src/Mscc.GenerativeAI/Types/Generative/GenerateContentRequest.cs b/src/Mscc.GenerativeAI/Types/Generative/GenerateContentRequest.cs index ad740d9..827dd66 100644 --- a/src/Mscc.GenerativeAI/Types/Generative/GenerateContentRequest.cs +++ b/src/Mscc.GenerativeAI/Types/Generative/GenerateContentRequest.cs @@ -237,7 +237,7 @@ public async Task AddMedia(string uri, string? mimeType = null, bool useOnline = base64data = await GenerativeAIExtensions.ReadImageFileBase64Async(uri); } - GenerativeAIExtensions.GuardMimeType(mimeType); + GenerativeAIExtensions.GuardInlineDataMimeType(mimeType); Contents[0].Parts.Add( new InlineData { MimeType = mimeType, Data = base64data } ); From 7fc72dde86d3855effe7006625a08d9c6a5f4f56 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Wed, 30 Oct 2024 00:40:00 +0400 Subject: [PATCH 64/79] bump version --- README.md | 2 +- VERSION | 2 +- src/Mscc.GenerativeAI.Google/CHANGELOG.md | 6 ++++++ src/Mscc.GenerativeAI.Web/CHANGELOG.md | 6 ++++++ src/Mscc.GenerativeAI/CHANGELOG.md | 10 ++++++++-- 5 files changed, 22 insertions(+), 4 deletions(-) diff --git a/README.md b/README.md index ef5f1e4..76192ca 100644 --- a/README.md +++ b/README.md @@ -35,7 +35,7 @@ Alternatively, add the following line to your `.csproj` file. ```text - + ``` diff --git a/VERSION b/VERSION index 9dbb0c0..afa2b35 100644 --- a/VERSION +++ b/VERSION @@ -1 +1 @@ -1.7.0 \ No newline at end of file +1.8.0 \ No newline at end of file diff --git a/src/Mscc.GenerativeAI.Google/CHANGELOG.md b/src/Mscc.GenerativeAI.Google/CHANGELOG.md index 597e70b..03a8a09 100644 --- a/src/Mscc.GenerativeAI.Google/CHANGELOG.md +++ b/src/Mscc.GenerativeAI.Google/CHANGELOG.md @@ -11,6 +11,12 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 ### Changed ### Fixed +## 1.8.0 + +### Changed + +- bump version + ## 1.7.0 ### Changed diff --git a/src/Mscc.GenerativeAI.Web/CHANGELOG.md b/src/Mscc.GenerativeAI.Web/CHANGELOG.md index dacdb82..ab8287d 100644 --- a/src/Mscc.GenerativeAI.Web/CHANGELOG.md +++ b/src/Mscc.GenerativeAI.Web/CHANGELOG.md @@ -11,6 +11,12 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 ### Changed ### Fixed +## 1.8.0 + +### Changed + +- bump version + ## 1.7.0 ### Changed diff --git a/src/Mscc.GenerativeAI/CHANGELOG.md b/src/Mscc.GenerativeAI/CHANGELOG.md index 97a80a4..e5a9964 100644 --- a/src/Mscc.GenerativeAI/CHANGELOG.md +++ b/src/Mscc.GenerativeAI/CHANGELOG.md @@ -16,11 +16,12 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 ### Changed ### Fixed -## 1.7.1 +## 1.8.0 ### Added -- add context caching +- add context caching: https://ai.google.dev/gemini-api/docs/caching +- add code execution: https://ai.google.dev/gemini-api/docs/code-execution - add model `gemini-1.5-flash-8b-001` - add Logprobs handling - add required model name and optional cached content to request @@ -28,9 +29,14 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 ### Changed - sanitize name of cached content +- extend list of supported MIME types - extend `FinishReason` - extend `VideoMetadata` +### Fixed + +- disable HTTP/3 (Quic) due to issue [#34](https://github.com/mscraftsman/generative-ai/issues/34) + ## 1.7.0 ### Added From 3e0316d8791f545816097585eb678951b9299dec Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Wed, 30 Oct 2024 02:13:35 +0400 Subject: [PATCH 65/79] update NuGet packages --- src/Mscc.GenerativeAI.Google/Mscc.GenerativeAI.Google.csproj | 2 +- src/Mscc.GenerativeAI.Web/Mscc.GenerativeAI.Web.csproj | 2 +- .../Test.Mscc.GenerativeAI.Google.csproj | 2 +- tests/Mscc.GenerativeAI/Test.Mscc.GenerativeAI.csproj | 2 +- 4 files changed, 4 insertions(+), 4 deletions(-) diff --git a/src/Mscc.GenerativeAI.Google/Mscc.GenerativeAI.Google.csproj b/src/Mscc.GenerativeAI.Google/Mscc.GenerativeAI.Google.csproj index ce53f5b..13c5140 100644 --- a/src/Mscc.GenerativeAI.Google/Mscc.GenerativeAI.Google.csproj +++ b/src/Mscc.GenerativeAI.Google/Mscc.GenerativeAI.Google.csproj @@ -60,7 +60,7 @@ - + diff --git a/src/Mscc.GenerativeAI.Web/Mscc.GenerativeAI.Web.csproj b/src/Mscc.GenerativeAI.Web/Mscc.GenerativeAI.Web.csproj index 5b86a16..39b7040 100644 --- a/src/Mscc.GenerativeAI.Web/Mscc.GenerativeAI.Web.csproj +++ b/src/Mscc.GenerativeAI.Web/Mscc.GenerativeAI.Web.csproj @@ -47,7 +47,7 @@ - + diff --git a/tests/Mscc.GenerativeAI.Google/Test.Mscc.GenerativeAI.Google.csproj b/tests/Mscc.GenerativeAI.Google/Test.Mscc.GenerativeAI.Google.csproj index 2aa7feb..d9e5ca7 100644 --- a/tests/Mscc.GenerativeAI.Google/Test.Mscc.GenerativeAI.Google.csproj +++ b/tests/Mscc.GenerativeAI.Google/Test.Mscc.GenerativeAI.Google.csproj @@ -31,7 +31,7 @@ runtime; build; native; contentfiles; analyzers; buildtransitive - + diff --git a/tests/Mscc.GenerativeAI/Test.Mscc.GenerativeAI.csproj b/tests/Mscc.GenerativeAI/Test.Mscc.GenerativeAI.csproj index 2fca060..c3fcda2 100644 --- a/tests/Mscc.GenerativeAI/Test.Mscc.GenerativeAI.csproj +++ b/tests/Mscc.GenerativeAI/Test.Mscc.GenerativeAI.csproj @@ -36,7 +36,7 @@ runtime; build; native; contentfiles; analyzers; buildtransitive - + From 0f5b2546c4867a6d5f821bfb0ca8258c7d696f55 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Wed, 30 Oct 2024 03:23:25 +0400 Subject: [PATCH 66/79] convert xUnit test using return type `Task` --- .../AIPlatform_Samples_Should.cs | 9 +- .../GoogleAi_BisonText_Should.cs | 31 +++---- .../GoogleAi_Caching_Should.cs | 5 -- .../GoogleAi_Embedding_Should.cs | 9 +- .../GoogleAi_Gemini15Pro_Should.cs | 6 +- .../GoogleAi_GeminiProVision_Should.cs | 21 ++--- .../GoogleAi_GeminiPro_Should.cs | 82 ++++++++++--------- .../GoogleAi_GeminiUltra_Should.cs | 71 ++++++++-------- .../VertexAi_Gemini15Pro_Should.cs | 34 ++++---- .../VertexAi_GeminiProVision_Should.cs | 27 +++--- .../VertexAi_GeminiPro_Should.cs | 39 ++++----- .../VertexAi_ImageGeneration_Should.cs | 3 +- .../VertexAi_ImageText_Should.cs | 9 +- 13 files changed, 184 insertions(+), 162 deletions(-) diff --git a/tests/Mscc.GenerativeAI/AIPlatform_Samples_Should.cs b/tests/Mscc.GenerativeAI/AIPlatform_Samples_Should.cs index 58f010b..075662f 100644 --- a/tests/Mscc.GenerativeAI/AIPlatform_Samples_Should.cs +++ b/tests/Mscc.GenerativeAI/AIPlatform_Samples_Should.cs @@ -1,5 +1,6 @@ #if NET472_OR_GREATER || NETSTANDARD2_0 using System.Collections.Generic; +using System.Threading.Tasks; #endif using FluentAssertions; using Mscc.GenerativeAI; @@ -27,7 +28,7 @@ public AiPlatformSamplesShould(ITestOutputHelper output, ConfigurationFixture fi } [Fact] - public async void Gemini_QuickStart() + public async Task Gemini_QuickStart() { // Arrange var vertex = new VertexAI(projectId: _fixture.ProjectId, region: _fixture.Region); @@ -66,7 +67,7 @@ public async void Gemini_QuickStart() } [Fact(Skip = "Skipped due to the configured HttpClient.Timeout of 100 seconds elapsing.")] - public async void Multimodal_Multi_Image() + public async Task Multimodal_Multi_Image() { // Arrange var vertex = new VertexAI(projectId: _fixture.ProjectId, region: _fixture.Region); @@ -125,7 +126,7 @@ public async void Multimodal_Multi_Image() } [Fact] - public async void Multimodal_Video_Input() + public async Task Multimodal_Video_Input() { // Arrange var vertex = new VertexAI(projectId: _fixture.ProjectId, region: _fixture.Region); @@ -169,7 +170,7 @@ public async void Multimodal_Video_Input() } [Fact] - public async void With_SafetySettings() + public async Task With_SafetySettings() { // Arrange var vertex = new VertexAI(projectId: _fixture.ProjectId, region: _fixture.Region); diff --git a/tests/Mscc.GenerativeAI/GoogleAi_BisonText_Should.cs b/tests/Mscc.GenerativeAI/GoogleAi_BisonText_Should.cs index 0725969..711b8ad 100644 --- a/tests/Mscc.GenerativeAI/GoogleAi_BisonText_Should.cs +++ b/tests/Mscc.GenerativeAI/GoogleAi_BisonText_Should.cs @@ -1,6 +1,7 @@ #if NET472_OR_GREATER || NETSTANDARD2_0 using System; using System.Collections.Generic; +using System.Threading.Tasks; #endif using FluentAssertions; using Mscc.GenerativeAI; @@ -93,7 +94,7 @@ public void Initialize_Model() } [Fact] - public async void List_Models() + public async Task List_Models() { // Arrange var model = new GenerativeModel(apiKey: _fixture.ApiKey); @@ -112,7 +113,7 @@ public async void List_Models() } [Fact] - public async void List_Models_Using_OAuth() + public async Task List_Models_Using_OAuth() { // Arrange var model = new GenerativeModel { AccessToken = _fixture.AccessToken }; @@ -131,7 +132,7 @@ public async void List_Models_Using_OAuth() } [Fact] - public async void List_Tuned_Models() + public async Task List_Tuned_Models() { // Arrange var model = new GenerativeModel { AccessToken = _fixture.AccessToken }; @@ -156,7 +157,7 @@ public async void List_Tuned_Models() [InlineData(Model.BisonText)] [InlineData(Model.BisonChat)] [InlineData("tunedModels/number-generator-model-psx3d3gljyko")] - public async void Get_Model_Information(string modelName) + public async Task Get_Model_Information(string modelName) { // Arrange var model = new GenerativeModel(apiKey: _fixture.ApiKey); @@ -173,7 +174,7 @@ public async void Get_Model_Information(string modelName) [Theory] [InlineData("tunedModels/number-generator-model-psx3d3gljyko")] - public async void Get_TunedModel_Information_Using_ApiKey(string modelName) + public async Task Get_TunedModel_Information_Using_ApiKey(string modelName) { // Arrange var model = new GenerativeModel(apiKey: _fixture.ApiKey); @@ -189,7 +190,7 @@ public async void Get_TunedModel_Information_Using_ApiKey(string modelName) [InlineData(Model.BisonText)] [InlineData(Model.BisonChat)] [InlineData("tunedModels/number-generator-model-psx3d3gljyko")] - public async void Get_Model_Information_Using_OAuth(string modelName) + public async Task Get_Model_Information_Using_OAuth(string modelName) { // Arrange var model = new GenerativeModel { AccessToken = _fixture.AccessToken }; @@ -215,7 +216,7 @@ public async void Get_Model_Information_Using_OAuth(string modelName) } [Fact] - public async void Generate_Content() + public async Task Generate_Content() { // Arrange var prompt = "Write a story about a magic backpack."; @@ -232,7 +233,7 @@ public async void Generate_Content() } [Fact] - public async void Generate_Content_Request() + public async Task Generate_Content_Request() { // Arrange var prompt = "Write a story about a magic backpack."; @@ -256,7 +257,7 @@ public async void Generate_Content_Request() } [Fact] - public async void Generate_Content_RequestConstructor() + public async Task Generate_Content_RequestConstructor() { // Arrange var prompt = "Write a story about a magic backpack."; @@ -278,7 +279,7 @@ public async void Generate_Content_RequestConstructor() [InlineData("What kind of fish is this?", 7)] [InlineData("Write a story about a magic backpack.", 8)] [InlineData("Write an extended story about a magic backpack.", 9)] - public async void Count_Tokens(string prompt, int expected) + public async Task Count_Tokens(string prompt, int expected) { // Arrange var model = new GenerativeModel(apiKey: _fixture.ApiKey, model: _model); @@ -297,7 +298,7 @@ public async void Count_Tokens(string prompt, int expected) [InlineData("What kind of fish is this?", 7)] [InlineData("Write a story about a magic backpack.", 8)] [InlineData("Write an extended story about a magic backpack.", 9)] - public async void Count_Tokens_Request(string prompt, int expected) + public async Task Count_Tokens_Request(string prompt, int expected) { // Arrange var model = new GenerativeModel(apiKey: _fixture.ApiKey, model: _model); @@ -313,7 +314,7 @@ public async void Count_Tokens_Request(string prompt, int expected) } [Fact] - public async void Create_Tuned_Model() + public async Task Create_Tuned_Model() { // Arrange var model = new GenerativeModel(apiKey: null, model: _model) @@ -362,7 +363,7 @@ public async void Create_Tuned_Model() } [Fact] - public async void Create_Tuned_Model_Simply() + public async Task Create_Tuned_Model_Simply() { // Arrange var model = new GenerativeModel(apiKey: null, model: _model) @@ -401,7 +402,7 @@ public async void Create_Tuned_Model_Simply() } [Fact] - public async void Delete_Tuned_Model() + public async Task Delete_Tuned_Model() { // Arrange var modelName = "tunedModels/number-generator-model-psx3d3gljyko"; // see List_Tuned_Models for available options. @@ -424,7 +425,7 @@ public async void Delete_Tuned_Model() [InlineData("41", "42")] // [InlineData("five", "six")] // [InlineData("Six hundred thirty nine", "Six hundred forty")] - public async void Generate_Content_TunedModel(string prompt, string expected) + public async Task Generate_Content_TunedModel(string prompt, string expected) { // Arrange var model = new GenerativeModel(apiKey: null, model: "tunedModels/autogenerated-test-model-48gob9c9v54p") diff --git a/tests/Mscc.GenerativeAI/GoogleAi_Caching_Should.cs b/tests/Mscc.GenerativeAI/GoogleAi_Caching_Should.cs index 1282e51..d7bce92 100644 --- a/tests/Mscc.GenerativeAI/GoogleAi_Caching_Should.cs +++ b/tests/Mscc.GenerativeAI/GoogleAi_Caching_Should.cs @@ -53,11 +53,6 @@ public async Task Initialize_Caching_with_Exception() await sut.Should().ThrowAsync(); } - public async Task Initialize_Caching() - { - - } - [Theory(Skip = "Skipped due to the configured HttpClient.Timeout of 100 seconds elapsing.")] [InlineData("Sherlock_Jr_FullMovie.mp4", "sherlock jr movie")] public async Task Initialize_Model_from_Caching(string filename, string displayName) diff --git a/tests/Mscc.GenerativeAI/GoogleAi_Embedding_Should.cs b/tests/Mscc.GenerativeAI/GoogleAi_Embedding_Should.cs index 09a4f58..31206e2 100644 --- a/tests/Mscc.GenerativeAI/GoogleAi_Embedding_Should.cs +++ b/tests/Mscc.GenerativeAI/GoogleAi_Embedding_Should.cs @@ -1,3 +1,8 @@ +#if NET472_OR_GREATER || NETSTANDARD2_0 +using System; +using System.Collections.Generic; +using System.Threading.Tasks; +#endif using FluentAssertions; using Mscc.GenerativeAI; using Xunit; @@ -33,7 +38,7 @@ public void Initialize_Model() } [Fact] - public async void Embed_Content() + public async Task Embed_Content() { // Arrange var prompt = "Write a story about a magic backpack."; @@ -54,7 +59,7 @@ public async void Embed_Content() } [Fact] - public async void Embed_Content_Batches() + public async Task Embed_Content_Batches() { // Arrange var prompts = new[] { diff --git a/tests/Mscc.GenerativeAI/GoogleAi_Gemini15Pro_Should.cs b/tests/Mscc.GenerativeAI/GoogleAi_Gemini15Pro_Should.cs index a6754c8..87e0cdf 100644 --- a/tests/Mscc.GenerativeAI/GoogleAi_Gemini15Pro_Should.cs +++ b/tests/Mscc.GenerativeAI/GoogleAi_Gemini15Pro_Should.cs @@ -239,7 +239,7 @@ public async Task Describe_AddMedia_From_ImageFile(string filename, string promp Temperature = 0.4f, TopP = 1, TopK = 32, MaxOutputTokens = 1024 } }; - request.AddMedia(Path.Combine(Environment.CurrentDirectory, "payload", filename)); + await request.AddMedia(Path.Combine(Environment.CurrentDirectory, "payload", filename)); // Act var response = await model.GenerateContent(request); @@ -868,8 +868,8 @@ public async Task Multimodal_Video_Input() } [Theory] - [InlineData("https://generativelanguage.googleapis.com/v1beta/files/e2bq1yd67zfb", 78330)] - public async Task Count_Tokens_Audio(string prompt, int expected) + [InlineData(78330)] + public async Task Count_Tokens_Audio(int expected) { // Arrange IGenerativeAI genAi = new GoogleAI(_fixture.ApiKey); diff --git a/tests/Mscc.GenerativeAI/GoogleAi_GeminiProVision_Should.cs b/tests/Mscc.GenerativeAI/GoogleAi_GeminiProVision_Should.cs index a6d2290..c67c620 100644 --- a/tests/Mscc.GenerativeAI/GoogleAi_GeminiProVision_Should.cs +++ b/tests/Mscc.GenerativeAI/GoogleAi_GeminiProVision_Should.cs @@ -3,6 +3,7 @@ using System.Collections.Generic; using System.IO; using System.Linq; +using System.Threading.Tasks; #endif using FluentAssertions; using Mscc.GenerativeAI; @@ -38,7 +39,7 @@ public void Initialize_GeminiProVision() } [Fact] - public async void Generate_Text_From_Image() + public async Task Generate_Text_From_Image() { // Arrange var model = new GenerativeModel(apiKey: _fixture.ApiKey, model: _model); @@ -64,7 +65,7 @@ public async void Generate_Text_From_Image() } [Fact] - public async void Describe_Image_From_InlineData() + public async Task Describe_Image_From_InlineData() { // Arrange var prompt = "Parse the time and city from the airport board shown in this image into a list, in Markdown"; @@ -92,7 +93,7 @@ public async void Describe_Image_From_InlineData() [InlineData("cat.jpg", "image/jpeg", "Describe this image", "snow")] [InlineData("cat.jpg", "image/jpeg", "Is it a cat?", "Yes")] //[InlineData("animals.mp4", "video/mp4", "What's in the video?", "Zootopia")] - public async void Generate_Text_From_ImageFile(string filename, string mimetype, string prompt, string expected) + public async Task Generate_Text_From_ImageFile(string filename, string mimetype, string prompt, string expected) { // Arrange var model = new GenerativeModel(apiKey: _fixture.ApiKey, model: _model); @@ -124,7 +125,7 @@ public async void Generate_Text_From_ImageFile(string filename, string mimetype, [InlineData("cat.jpg", "Describe this image", "snow")] [InlineData("cat.jpg", "Is it a cat?", "Yes")] //[InlineData("animals.mp4", "video/mp4", "What's in the video?", "Zootopia")] - public async void Describe_AddMedia_From_ImageFile(string filename, string prompt, string expected) + public async Task Describe_AddMedia_From_ImageFile(string filename, string prompt, string expected) { // Arrange var model = new GenerativeModel(apiKey: _fixture.ApiKey, model: _model); @@ -135,7 +136,7 @@ public async void Describe_AddMedia_From_ImageFile(string filename, string promp Temperature = 0.4f, TopP = 1, TopK = 32, MaxOutputTokens = 1024 } }; - request.AddMedia(Path.Combine(Environment.CurrentDirectory, "payload", filename)); + await request.AddMedia(Path.Combine(Environment.CurrentDirectory, "payload", filename)); // Act var response = await model.GenerateContent(request); @@ -150,7 +151,7 @@ public async void Describe_AddMedia_From_ImageFile(string filename, string promp } [Fact] - public async void Describe_AddMedia_From_Url_Markdown() + public async Task Describe_AddMedia_From_Url_Markdown() { // Arrange var prompt = "Parse the time and city from the airport board shown in this image into a list, in Markdown table"; @@ -170,7 +171,7 @@ public async void Describe_AddMedia_From_Url_Markdown() } [Fact] - public async void Describe_AddMedia_From_Url_JSON() + public async Task Describe_AddMedia_From_Url_JSON() { // Arrange var prompt = "Parse the time and city from the airport board shown in this image into a list, in JSON"; @@ -190,7 +191,7 @@ public async void Describe_AddMedia_From_Url_JSON() } [Fact(Skip = "Bad Request due to FileData part")] - public async void Describe_AddMedia_From_UrlRemote() + public async Task Describe_AddMedia_From_UrlRemote() { // Arrange var prompt = "Parse the time and city from the airport board shown in this image into a list, in Markdown"; @@ -210,7 +211,7 @@ public async void Describe_AddMedia_From_UrlRemote() } [Fact(Skip = "Bad Request due to FileData part")] - public async void Describe_Image_From_FileData() + public async Task Describe_Image_From_FileData() { // Arrange var prompt = "Parse the time and city from the airport board shown in this image into a list, in Markdown"; @@ -234,7 +235,7 @@ public async void Describe_Image_From_FileData() } [Fact(Skip = "URL scheme not supported")] - public async void Multimodal_Video_Input() + public async Task Multimodal_Video_Input() { // Arrange var prompt = "What's in the video?"; diff --git a/tests/Mscc.GenerativeAI/GoogleAi_GeminiPro_Should.cs b/tests/Mscc.GenerativeAI/GoogleAi_GeminiPro_Should.cs index 2cc8f54..fc17648 100644 --- a/tests/Mscc.GenerativeAI/GoogleAi_GeminiPro_Should.cs +++ b/tests/Mscc.GenerativeAI/GoogleAi_GeminiPro_Should.cs @@ -96,7 +96,7 @@ public void Initialize_Model() } [Fact] - public async void List_Models() + public async Task List_Models() { // Arrange var model = new GenerativeModel(apiKey: _fixture.ApiKey); @@ -115,7 +115,7 @@ public async void List_Models() } [Fact] - public async void List_Models_Using_OAuth() + public async Task List_Models_Using_OAuth() { // Arrange var model = new GenerativeModel { AccessToken = _fixture.AccessToken }; @@ -134,7 +134,7 @@ public async void List_Models_Using_OAuth() } [Fact] - public async void List_Tuned_Models() + public async Task List_Tuned_Models() { // Arrange var model = new GenerativeModel { AccessToken = _fixture.AccessToken }; @@ -159,7 +159,7 @@ public async void List_Tuned_Models() [InlineData(Model.BisonText)] [InlineData(Model.BisonChat)] [InlineData("tunedModels/number-generator-model-psx3d3gljyko")] - public async void Get_Model_Information(string modelName) + public async Task Get_Model_Information(string modelName) { // Arrange var model = new GenerativeModel(apiKey: _fixture.ApiKey); @@ -176,7 +176,7 @@ public async void Get_Model_Information(string modelName) [Theory] [InlineData("tunedModels/number-generator-model-psx3d3gljyko")] - public async void Get_TunedModel_Information_Using_ApiKey(string modelName) + public async Task Get_TunedModel_Information_Using_ApiKey(string modelName) { // Arrange var model = new GenerativeModel(apiKey: _fixture.ApiKey); @@ -192,7 +192,7 @@ public async void Get_TunedModel_Information_Using_ApiKey(string modelName) [InlineData(Model.BisonText)] [InlineData(Model.BisonChat)] [InlineData("tunedModels/number-generator-model-psx3d3gljyko")] - public async void Get_Model_Information_Using_OAuth(string modelName) + public async Task Get_Model_Information_Using_OAuth(string modelName) { // Arrange var model = new GenerativeModel { AccessToken = _fixture.AccessToken }; @@ -218,7 +218,7 @@ public async void Get_Model_Information_Using_OAuth(string modelName) } [Fact] - public async void Generate_Content() + public async Task Generate_Content() { // Arrange var prompt = "Write a story about a magic backpack."; @@ -235,7 +235,7 @@ public async void Generate_Content() } [Fact] - public async void GenerateContent_WithEmptyPrompt_ThrowsArgumentNullException() + public async Task GenerateContent_WithEmptyPrompt_ThrowsArgumentNullException() { // Arrange var model = new GenerativeModel(apiKey: _fixture.ApiKey, model: _model); @@ -246,7 +246,7 @@ public async void GenerateContent_WithEmptyPrompt_ThrowsArgumentNullException() } [Fact] - public async void GenerateContent_WithInvalidAPIKey_ChangingBeforeRequest() + public async Task GenerateContent_WithInvalidAPIKey_ChangingBeforeRequest() { // Arrange var prompt = "Tell me 4 things about Taipei. Be short."; @@ -265,7 +265,7 @@ public async void GenerateContent_WithInvalidAPIKey_ChangingBeforeRequest() } [Fact] - public async void GenerateContent_WithInvalidAPIKey_ChangingAfterRequest() + public async Task GenerateContent_WithInvalidAPIKey_ChangingAfterRequest() { // Arrange var prompt = "Tell me 4 things about Taipei. Be short."; @@ -285,7 +285,7 @@ public async void GenerateContent_WithInvalidAPIKey_ChangingAfterRequest() } [Fact] - public async void Generate_Content_MaxTokens() + public async Task Generate_Content_MaxTokens() { // Arrange var prompt = "Write a story about a magic backpack."; @@ -304,7 +304,7 @@ public async void Generate_Content_MaxTokens() } [Fact] - public async void Generate_Content_Stream_MaxTokens() + public async Task Generate_Content_Stream_MaxTokens() { // Arrange var prompt = "Write a story about a magic backpack."; @@ -330,7 +330,7 @@ public async void Generate_Content_Stream_MaxTokens() } [Fact] - public async void Generate_Content_MultiplePrompt() + public async Task Generate_Content_MultiplePrompt() { // Arrange var model = new GenerativeModel(apiKey: _fixture.ApiKey, model: _model); @@ -351,7 +351,7 @@ public async void Generate_Content_MultiplePrompt() } [Fact] - public async void Generate_Content_Request() + public async Task Generate_Content_Request() { // Arrange var prompt = "Write a story about a magic backpack."; @@ -374,7 +374,7 @@ public async void Generate_Content_Request() } [Fact] - public async void GenerateContent_WithRequest_MultipleCandidates_ThrowsHttpRequestException() + public async Task GenerateContent_WithRequest_MultipleCandidates_ThrowsHttpRequestException() { // Arrange var prompt = "Write a short poem about koi fish."; @@ -398,7 +398,7 @@ public async void GenerateContent_WithRequest_MultipleCandidates_ThrowsHttpReque } [Fact] - public async void GenerateContent_WithNullRequest_ThrowsArgumentNullException() + public async Task GenerateContent_WithNullRequest_ThrowsArgumentNullException() { // Arrange var model = new GenerativeModel(apiKey: _fixture.ApiKey, model: _model); @@ -409,7 +409,7 @@ public async void GenerateContent_WithNullRequest_ThrowsArgumentNullException() } [Fact] - public async void Generate_Content_RequestConstructor() + public async Task Generate_Content_RequestConstructor() { // Arrange var prompt = "Write a story about a magic backpack."; @@ -428,7 +428,7 @@ public async void Generate_Content_RequestConstructor() } [Fact] - public async void GenerateContent_WithRequest_UseServerSentEvents() + public async Task GenerateContent_WithRequest_UseServerSentEvents() { // Arrange var prompt = "Write a story about a magic backpack."; @@ -448,7 +448,7 @@ public async void GenerateContent_WithRequest_UseServerSentEvents() } [Fact] - public async void GenerateContent_Stream_WithRequest_ServerSentEvents() + public async Task GenerateContent_Stream_WithRequest_ServerSentEvents() { // Arrange var prompt = "Write a story about a magic backpack."; @@ -469,7 +469,7 @@ public async void GenerateContent_Stream_WithRequest_ServerSentEvents() } [Fact] - public async void Generate_Content_Stream() + public async Task Generate_Content_Stream() { // Arrange var prompt = "How are you doing today?"; @@ -494,7 +494,7 @@ public async void Generate_Content_Stream() } [Fact] - public async void Generate_Content_Stream_Request() + public async Task Generate_Content_Stream_Request() { // Arrange var prompt = "How are you doing today?"; @@ -525,7 +525,7 @@ public async void Generate_Content_Stream_Request() } [Fact] - public async void GenerateAnswer_WithValidRequest_ReturnsAnswerResponse() + public async Task GenerateAnswer_WithValidRequest_ReturnsAnswerResponse() { // Arrange var model = new GenerativeModel(apiKey: "YOUR_API_KEY", model: Model.AttributedQuestionAnswering); @@ -545,7 +545,7 @@ public async void GenerateAnswer_WithValidRequest_ReturnsAnswerResponse() [InlineData("What kind of fish is this?", 7)] [InlineData("Write a story about a magic backpack.", 8)] [InlineData("Write an extended story about a magic backpack.", 9)] - public async void Count_Tokens(string prompt, int expected) + public async Task Count_Tokens(string prompt, int expected) { // Arrange var model = new GenerativeModel(apiKey: _fixture.ApiKey, model: _model); @@ -564,7 +564,7 @@ public async void Count_Tokens(string prompt, int expected) [InlineData("What kind of fish is this?", 8)] [InlineData("Write a story about a magic backpack.", 9)] [InlineData("Write an extended story about a magic backpack.", 10)] - public async void Count_Tokens_Request(string prompt, int expected) + public async Task Count_Tokens_Request(string prompt, int expected) { // Arrange var model = new GenerativeModel(apiKey: _fixture.ApiKey, model: _model); @@ -585,7 +585,7 @@ public async void Count_Tokens_Request(string prompt, int expected) } [Fact] - public async void Start_Chat() + public async Task Start_Chat() { // Arrange var model = new GenerativeModel(apiKey: _fixture.ApiKey, model: _model); @@ -603,7 +603,7 @@ public async void Start_Chat() } [Fact] - public async void Start_Chat_With_History() + public async Task Start_Chat_With_History() { // Arrange var model = new GenerativeModel(apiKey: _fixture.ApiKey, model: _model); @@ -630,7 +630,7 @@ public async void Start_Chat_With_History() [Fact] // Refs: // https://cloud.google.com/vertex-ai/generative-ai/docs/multimodal/send-chat-prompts-gemini - public async void Start_Chat_Multiple_Prompts() + public async Task Start_Chat_Multiple_Prompts() { // Arrange var model = new GenerativeModel(apiKey: _fixture.ApiKey, model: _model); @@ -659,7 +659,7 @@ public async void Start_Chat_Multiple_Prompts() [Fact] // Refs: // https://ai.google.dev/tutorials/python_quickstart#chat_conversations - public async void Start_Chat_Conversations() + public async Task Start_Chat_Conversations() { // Arrange var model = new GenerativeModel(apiKey: _fixture.ApiKey, model: _model); @@ -682,7 +682,7 @@ public async void Start_Chat_Conversations() [Fact] // Refs: // https://ai.google.dev/tutorials/python_quickstart#chat_conversations - public async void Start_Chat_Rewind_Conversation() + public async Task Start_Chat_Rewind_Conversation() { // Arrange var model = new GenerativeModel(apiKey: _fixture.ApiKey, model: _model); @@ -717,7 +717,7 @@ public async void Start_Chat_Rewind_Conversation() [Fact] // Refs: // https://ai.google.dev/tutorials/python_quickstart#chat_conversations - public async void Start_Chat_Conversations_Get_Last() + public async Task Start_Chat_Conversations_Get_Last() { // Arrange var model = new GenerativeModel(apiKey: _fixture.ApiKey, model: _model); @@ -736,7 +736,7 @@ public async void Start_Chat_Conversations_Get_Last() } [Fact] - public async void Start_Chat_Streaming() + public async Task Start_Chat_Streaming() { // Arrange var model = new GenerativeModel(apiKey: _fixture.ApiKey, model: _model); @@ -794,7 +794,7 @@ public async Task Code_Execution() [Fact] // Ref: https://ai.google.dev/docs/function_calling - public async void Function_Calling() + public async Task Function_Calling() { // Arrange var prompt = "Which theaters in Mountain View show Barbie movie?"; @@ -906,7 +906,7 @@ public async void Function_Calling() [Fact] // Ref: https://ai.google.dev/docs/function_calling#function-calling-one-and-a-half-turn-curl-sample - public async void Function_Calling_MultiTurn() + public async Task Function_Calling_MultiTurn() { // Arrange var prompt = "Which theaters in Mountain View show Barbie movie?"; @@ -1051,7 +1051,7 @@ public async void Function_Calling_MultiTurn() [Fact] // Ref: https://ai.google.dev/docs/function_calling#multi-turn-example-2 - public async void Function_Calling_MultiTurn_Multiple() + public async Task Function_Calling_MultiTurn_Multiple() { // Arrange var prompt = "Which theaters in Mountain View show Barbie movie?"; @@ -1212,7 +1212,7 @@ public async void Function_Calling_MultiTurn_Multiple() } [Fact(Skip = "Work in progress")] - public async void Function_Calling_Chat() + public Task Function_Calling_Chat() { // Arrange var model = new GenerativeModel(apiKey: _fixture.ApiKey, model: _model); @@ -1230,10 +1230,11 @@ public async void Function_Calling_Chat() //response.Candidates.Should().NotBeNull().And.HaveCount(1); //response.Text.Should().NotBeEmpty(); //output.WriteLine(response?.Text); + return Task.FromResult(Task.CompletedTask); } [Fact(Skip = "Work in progress")] - public async void Function_Calling_ContentStream() + public Task Function_Calling_ContentStream() { // Arrange var model = new GenerativeModel(apiKey: _fixture.ApiKey, model: _model); @@ -1269,10 +1270,11 @@ public async void Function_Calling_ContentStream() // output.WriteLine($"PromptTokenCount: {response.LastOrDefault().UsageMetadata.PromptTokenCount}"); // output.WriteLine($"CandidatesTokenCount: {response.LastOrDefault().UsageMetadata.CandidatesTokenCount}"); // output.WriteLine($"TotalTokenCount: {response.LastOrDefault().UsageMetadata.TotalTokenCount}"); + return Task.FromResult(Task.CompletedTask); } [Fact] - public async void Create_Tuned_Model() + public async Task Create_Tuned_Model() { // Arrange var model = new GenerativeModel(apiKey: null, model: Model.Gemini10Pro001) @@ -1321,7 +1323,7 @@ public async void Create_Tuned_Model() } [Fact] - public async void Create_Tuned_Model_Simply() + public async Task Create_Tuned_Model_Simply() { // Arrange var model = new GenerativeModel(apiKey: null, model: Model.Gemini10Pro001) @@ -1360,7 +1362,7 @@ public async void Create_Tuned_Model_Simply() } [Fact] - public async void Delete_Tuned_Model() + public async Task Delete_Tuned_Model() { // Arrange var modelName = "tunedModels/number-generator-model-psx3d3gljyko"; // see List_Tuned_Models for available options. @@ -1383,7 +1385,7 @@ public async void Delete_Tuned_Model() [InlineData("41", "42")] // [InlineData("five", "six")] // [InlineData("Six hundred thirty nine", "Six hundred forty")] - public async void Generate_Content_TunedModel(string prompt, string expected) + public async Task Generate_Content_TunedModel(string prompt, string expected) { // Arrange var model = new GenerativeModel(apiKey: null, model: "tunedModels/autogenerated-test-model-48gob9c9v54p") diff --git a/tests/Mscc.GenerativeAI/GoogleAi_GeminiUltra_Should.cs b/tests/Mscc.GenerativeAI/GoogleAi_GeminiUltra_Should.cs index 4374997..de64c79 100644 --- a/tests/Mscc.GenerativeAI/GoogleAi_GeminiUltra_Should.cs +++ b/tests/Mscc.GenerativeAI/GoogleAi_GeminiUltra_Should.cs @@ -2,6 +2,7 @@ using System; using System.Collections.Generic; using System.Net.Http; +using System.Threading.Tasks; #endif using FluentAssertions; using Mscc.GenerativeAI; @@ -94,7 +95,7 @@ public void Initialize_Model() } [Fact] - public async void List_Models() + public async Task List_Models() { // Arrange var model = new GenerativeModel(apiKey: _fixture.ApiKey); @@ -113,7 +114,7 @@ public async void List_Models() } [Fact] - public async void List_Models_Using_OAuth() + public async Task List_Models_Using_OAuth() { // Arrange var model = new GenerativeModel { AccessToken = _fixture.AccessToken }; @@ -132,7 +133,7 @@ public async void List_Models_Using_OAuth() } [Fact] - public async void List_Tuned_Models() + public async Task List_Tuned_Models() { // Arrange var model = new GenerativeModel { AccessToken = _fixture.AccessToken }; @@ -157,7 +158,7 @@ public async void List_Tuned_Models() [InlineData(Model.BisonText)] [InlineData(Model.BisonChat)] [InlineData("tunedModels/number-generator-model-psx3d3gljyko")] - public async void Get_Model_Information(string modelName) + public async Task Get_Model_Information(string modelName) { // Arrange var model = new GenerativeModel(apiKey: _fixture.ApiKey); @@ -174,7 +175,7 @@ public async void Get_Model_Information(string modelName) [Theory] [InlineData("tunedModels/number-generator-model-psx3d3gljyko")] - public async void Get_TunedModel_Information_Using_ApiKey(string modelName) + public async Task Get_TunedModel_Information_Using_ApiKey(string modelName) { // Arrange var model = new GenerativeModel(apiKey: _fixture.ApiKey); @@ -190,7 +191,7 @@ public async void Get_TunedModel_Information_Using_ApiKey(string modelName) [InlineData(Model.BisonText)] [InlineData(Model.BisonChat)] [InlineData("tunedModels/number-generator-model-psx3d3gljyko")] - public async void Get_Model_Information_Using_OAuth(string modelName) + public async Task Get_Model_Information_Using_OAuth(string modelName) { // Arrange var model = new GenerativeModel { AccessToken = _fixture.AccessToken }; @@ -216,7 +217,7 @@ public async void Get_Model_Information_Using_OAuth(string modelName) } [Fact] - public async void Generate_Content() + public async Task Generate_Content() { // Arrange var prompt = "Write a story about a magic backpack."; @@ -233,7 +234,7 @@ public async void Generate_Content() } [Fact] - public async void GenerateContent_WithEmptyPrompt_ThrowsArgumentNullException() + public async Task GenerateContent_WithEmptyPrompt_ThrowsArgumentNullException() { // Arrange var model = new GenerativeModel(apiKey: _fixture.ApiKey, model: _model); @@ -244,7 +245,7 @@ public async void GenerateContent_WithEmptyPrompt_ThrowsArgumentNullException() } [Fact] - public async void Generate_Content_MultiplePrompt() + public async Task Generate_Content_MultiplePrompt() { // Arrange var model = new GenerativeModel(apiKey: _fixture.ApiKey, model: _model); @@ -265,7 +266,7 @@ public async void Generate_Content_MultiplePrompt() } [Fact] - public async void Generate_Content_Request() + public async Task Generate_Content_Request() { // Arrange var prompt = "Write a story about a magic backpack."; @@ -288,7 +289,7 @@ public async void Generate_Content_Request() } [Fact] - public async void GenerateContent_WithRequest_MultipleCandidates_ThrowsHttpRequestException() + public async Task GenerateContent_WithRequest_MultipleCandidates_ThrowsHttpRequestException() { // Arrange var prompt = "Write a short poem about koi fish."; @@ -312,7 +313,7 @@ public async void GenerateContent_WithRequest_MultipleCandidates_ThrowsHttpReque } [Fact] - public async void GenerateContent_WithNullRequest_ThrowsArgumentNullException() + public async Task GenerateContent_WithNullRequest_ThrowsArgumentNullException() { // Arrange var model = new GenerativeModel(apiKey: _fixture.ApiKey, model: _model); @@ -323,7 +324,7 @@ public async void GenerateContent_WithNullRequest_ThrowsArgumentNullException() } [Fact] - public async void Generate_Content_RequestConstructor() + public async Task Generate_Content_RequestConstructor() { // Arrange var prompt = "Write a story about a magic backpack."; @@ -342,7 +343,7 @@ public async void Generate_Content_RequestConstructor() } [Fact] - public async void Generate_Content_Stream() + public async Task Generate_Content_Stream() { // Arrange var prompt = "How are you doing today?"; @@ -367,7 +368,7 @@ public async void Generate_Content_Stream() } [Fact] - public async void Generate_Content_Stream_Request() + public async Task Generate_Content_Stream_Request() { // Arrange var prompt = "How are you doing today?"; @@ -398,7 +399,7 @@ public async void Generate_Content_Stream_Request() } [Fact] - public async void GenerateAnswer_WithValidRequest_ReturnsAnswerResponse() + public async Task GenerateAnswer_WithValidRequest_ReturnsAnswerResponse() { // Arrange var model = new GenerativeModel(apiKey: "YOUR_API_KEY", model: Model.AttributedQuestionAnswering); @@ -418,7 +419,7 @@ public async void GenerateAnswer_WithValidRequest_ReturnsAnswerResponse() [InlineData("What kind of fish is this?", 7)] [InlineData("Write a story about a magic backpack.", 8)] [InlineData("Write an extended story about a magic backpack.", 9)] - public async void Count_Tokens(string prompt, int expected) + public async Task Count_Tokens(string prompt, int expected) { // Arrange var model = new GenerativeModel(apiKey: _fixture.ApiKey, model: _model); @@ -437,7 +438,7 @@ public async void Count_Tokens(string prompt, int expected) [InlineData("What kind of fish is this?", 8)] [InlineData("Write a story about a magic backpack.", 9)] [InlineData("Write an extended story about a magic backpack.", 10)] - public async void Count_Tokens_Request(string prompt, int expected) + public async Task Count_Tokens_Request(string prompt, int expected) { // Arrange var model = new GenerativeModel(apiKey: _fixture.ApiKey, model: _model); @@ -458,7 +459,7 @@ public async void Count_Tokens_Request(string prompt, int expected) } [Fact] - public async void Start_Chat() + public async Task Start_Chat() { // Arrange var model = new GenerativeModel(apiKey: _fixture.ApiKey, model: _model); @@ -476,7 +477,7 @@ public async void Start_Chat() } [Fact] - public async void Start_Chat_With_History() + public async Task Start_Chat_With_History() { // Arrange var model = new GenerativeModel(apiKey: _fixture.ApiKey, model: _model); @@ -503,7 +504,7 @@ public async void Start_Chat_With_History() [Fact] // Refs: // https://cloud.google.com/vertex-ai/generative-ai/docs/multimodal/send-chat-prompts-gemini - public async void Start_Chat_Multiple_Prompts() + public async Task Start_Chat_Multiple_Prompts() { // Arrange var model = new GenerativeModel(apiKey: _fixture.ApiKey, model: _model); @@ -532,7 +533,7 @@ public async void Start_Chat_Multiple_Prompts() [Fact] // Refs: // https://ai.google.dev/tutorials/python_quickstart#chat_conversations - public async void Start_Chat_Conversations() + public async Task Start_Chat_Conversations() { // Arrange var model = new GenerativeModel(apiKey: _fixture.ApiKey, model: _model); @@ -555,7 +556,7 @@ public async void Start_Chat_Conversations() [Fact] // Refs: // https://ai.google.dev/tutorials/python_quickstart#chat_conversations - public async void Start_Chat_Rewind_Conversation() + public async Task Start_Chat_Rewind_Conversation() { // Arrange var model = new GenerativeModel(apiKey: _fixture.ApiKey, model: _model); @@ -590,7 +591,7 @@ public async void Start_Chat_Rewind_Conversation() [Fact] // Refs: // https://ai.google.dev/tutorials/python_quickstart#chat_conversations - public async void Start_Chat_Conversations_Get_Last() + public async Task Start_Chat_Conversations_Get_Last() { // Arrange var model = new GenerativeModel(apiKey: _fixture.ApiKey, model: _model); @@ -609,7 +610,7 @@ public async void Start_Chat_Conversations_Get_Last() } [Fact] - public async void Start_Chat_Streaming() + public async Task Start_Chat_Streaming() { // Arrange var model = new GenerativeModel(apiKey: _fixture.ApiKey, model: _model); @@ -644,7 +645,7 @@ public async void Start_Chat_Streaming() [Fact] // Ref: https://ai.google.dev/docs/function_calling - public async void Function_Calling() + public async Task Function_Calling() { // Arrange var prompt = "Which theaters in Mountain View show Barbie movie?"; @@ -756,7 +757,7 @@ public async void Function_Calling() [Fact] // Ref: https://ai.google.dev/docs/function_calling#function-calling-one-and-a-half-turn-curl-sample - public async void Function_Calling_MultiTurn() + public async Task Function_Calling_MultiTurn() { // Arrange var prompt = "Which theaters in Mountain View show Barbie movie?"; @@ -901,7 +902,7 @@ public async void Function_Calling_MultiTurn() [Fact] // Ref: https://ai.google.dev/docs/function_calling#multi-turn-example-2 - public async void Function_Calling_MultiTurn_Multiple() + public async Task Function_Calling_MultiTurn_Multiple() { // Arrange var prompt = "Which theaters in Mountain View show Barbie movie?"; @@ -1062,7 +1063,7 @@ public async void Function_Calling_MultiTurn_Multiple() } [Fact(Skip = "Work in progress")] - public async void Function_Calling_Chat() + public Task Function_Calling_Chat() { // Arrange var model = new GenerativeModel(apiKey: _fixture.ApiKey, model: _model); @@ -1080,10 +1081,11 @@ public async void Function_Calling_Chat() //response.Candidates.Should().NotBeNull().And.HaveCount(1); //response.Text.Should().NotBeEmpty(); //output.WriteLine(response?.Text); + return Task.FromResult(Task.CompletedTask); } [Fact(Skip = "Work in progress")] - public async void Function_Calling_ContentStream() + public Task Function_Calling_ContentStream() { // Arrange var model = new GenerativeModel(apiKey: _fixture.ApiKey, model: _model); @@ -1119,10 +1121,11 @@ public async void Function_Calling_ContentStream() // output.WriteLine($"PromptTokenCount: {response.LastOrDefault().UsageMetadata.PromptTokenCount}"); // output.WriteLine($"CandidatesTokenCount: {response.LastOrDefault().UsageMetadata.CandidatesTokenCount}"); // output.WriteLine($"TotalTokenCount: {response.LastOrDefault().UsageMetadata.TotalTokenCount}"); + return Task.CompletedTask; } [Fact] - public async void Create_Tuned_Model() + public async Task Create_Tuned_Model() { // Arrange var model = new GenerativeModel(apiKey: null, model: Model.GeminiUltra) @@ -1171,7 +1174,7 @@ public async void Create_Tuned_Model() } [Fact] - public async void Create_Tuned_Model_Simply() + public async Task Create_Tuned_Model_Simply() { // Arrange var model = new GenerativeModel(apiKey: null, model: Model.GeminiUltra) @@ -1210,7 +1213,7 @@ public async void Create_Tuned_Model_Simply() } [Fact] - public async void Delete_Tuned_Model() + public async Task Delete_Tuned_Model() { // Arrange var modelName = "tunedModels/number-generator-model-psx3d3gljyko"; // see List_Tuned_Models for available options. @@ -1233,7 +1236,7 @@ public async void Delete_Tuned_Model() [InlineData("41", "42")] // [InlineData("five", "six")] // [InlineData("Six hundred thirty nine", "Six hundred forty")] - public async void Generate_Content_TunedModel(string prompt, string expected) + public async Task Generate_Content_TunedModel(string prompt, string expected) { // Arrange var model = new GenerativeModel(apiKey: null, model: "tunedModels/autogenerated-test-model-48gob9c9v54p") diff --git a/tests/Mscc.GenerativeAI/VertexAi_Gemini15Pro_Should.cs b/tests/Mscc.GenerativeAI/VertexAi_Gemini15Pro_Should.cs index 8c11455..7064871 100644 --- a/tests/Mscc.GenerativeAI/VertexAi_Gemini15Pro_Should.cs +++ b/tests/Mscc.GenerativeAI/VertexAi_Gemini15Pro_Should.cs @@ -2,6 +2,7 @@ using System; using System.Collections.Generic; using System.Linq; +using System.Threading.Tasks; #endif using FluentAssertions; using Mscc.GenerativeAI; @@ -64,7 +65,7 @@ public void Initialize_Model() } [Fact] - public async void List_Models() + public async Task List_Models() { // Arrange var vertex = new VertexAI(projectId: _fixture.ProjectId, region: _fixture.Region); @@ -80,7 +81,7 @@ public async void List_Models() [InlineData(Model.GeminiProVision)] [InlineData(Model.BisonText)] [InlineData(Model.BisonChat)] - public async void Get_Model_Information(string modelName) + public async Task Get_Model_Information(string modelName) { // Arrange var vertex = new VertexAI(projectId: _fixture.ProjectId, region: _fixture.Region); @@ -92,7 +93,7 @@ public async void Get_Model_Information(string modelName) } [Fact] - public async void Generate_Content() + public async Task Generate_Content() { // Arrange var prompt = "Write a story about a magic backpack."; @@ -111,7 +112,7 @@ public async void Generate_Content() } [Fact] - public async void Generate_Content_MultiplePrompt() + public async Task Generate_Content_MultiplePrompt() { // Arrange var vertex = new VertexAI(projectId: _fixture.ProjectId, region: _fixture.Region); @@ -134,7 +135,7 @@ public async void Generate_Content_MultiplePrompt() } [Fact] - public async void Generate_Content_Request() + public async Task Generate_Content_Request() { // Arrange var prompt = "Write a story about a magic backpack."; @@ -159,7 +160,7 @@ public async void Generate_Content_Request() } [Fact] - public async void Generate_Content_Stream() + public Task Generate_Content_Stream() { // Arrange var prompt = "How are you doing today?"; @@ -178,10 +179,11 @@ public async void Generate_Content_Stream() // output.WriteLine($"PromptTokenCount: {response.LastOrDefault().UsageMetadata.PromptTokenCount}"); // output.WriteLine($"CandidatesTokenCount: {response.LastOrDefault().UsageMetadata.CandidatesTokenCount}"); // output.WriteLine($"TotalTokenCount: {response.LastOrDefault().UsageMetadata.TotalTokenCount}"); + return Task.CompletedTask; } [Fact] - public async void Generate_Content_Stream_Request() + public Task Generate_Content_Stream_Request() { // Arrange var prompt = "How are you doing today?"; @@ -206,10 +208,11 @@ public async void Generate_Content_Stream_Request() // output.WriteLine($"PromptTokenCount: {response.LastOrDefault().UsageMetadata.PromptTokenCount}"); // output.WriteLine($"CandidatesTokenCount: {response.LastOrDefault().UsageMetadata.CandidatesTokenCount}"); // output.WriteLine($"TotalTokenCount: {response.LastOrDefault().UsageMetadata.TotalTokenCount}"); + return Task.CompletedTask; } [Fact] - public async void Generate_Content_With_SafetySettings() + public async Task Generate_Content_With_SafetySettings() { // Arrange var prompt = "Tell me something dangerous."; @@ -239,7 +242,7 @@ public async void Generate_Content_With_SafetySettings() } [Fact] - public async void Generate_Content_SystemInstruction() + public async Task Generate_Content_SystemInstruction() { // Load a example model with system instructions // Arrange @@ -286,7 +289,7 @@ public async void Generate_Content_SystemInstruction() [InlineData("What kind of fish is this?", 7)] [InlineData("Write a story about a magic backpack.", 8)] [InlineData("Write an extended story about a magic backpack.", 9)] - public async void Count_Tokens(string prompt, int expected) + public async Task Count_Tokens(string prompt, int expected) { // Arrange var vertex = new VertexAI(projectId: _fixture.ProjectId, region: _fixture.Region); @@ -313,7 +316,7 @@ public async void Count_Tokens(string prompt, int expected) [InlineData("What kind of fish is this?", 7)] [InlineData("Write a story about a magic backpack.", 8)] [InlineData("Write an extended story about a magic backpack.", 9)] - public async void Count_Tokens_Request(string prompt, int expected) + public async Task Count_Tokens_Request(string prompt, int expected) { // Arrange var vertex = new VertexAI(projectId: _fixture.ProjectId, region: _fixture.Region); @@ -336,7 +339,7 @@ public async void Count_Tokens_Request(string prompt, int expected) } [Fact] - public async void Start_Chat_Streaming() + public Task Start_Chat_Streaming() { // Arrange var vertex = new VertexAI(projectId: _fixture.ProjectId, region: _fixture.Region); @@ -350,10 +353,11 @@ public async void Start_Chat_Streaming() //// Assert //response.Should().NotBeNull(); + return Task.CompletedTask; } [Fact] - public async void Function_Calling_Chat() + public Task Function_Calling_Chat() { // Arrange var vertex = new VertexAI(projectId: _fixture.ProjectId, region: _fixture.Region); @@ -372,10 +376,11 @@ public async void Function_Calling_Chat() //response1.Should().NotBeNull(); //response.Candidates.Should().NotBeNull().And.HaveCount(1); //response.Text.Should().NotBeEmpty(); + return Task.CompletedTask; } [Fact] - public async void Function_Calling_ContentStream() + public Task Function_Calling_ContentStream() { // Arrange var vertex = new VertexAI(projectId: _fixture.ProjectId, region: _fixture.Region); @@ -407,6 +412,7 @@ public async void Function_Calling_ContentStream() // Assert response.Should().NotBeNull(); + return Task.CompletedTask; //response.Candidates.Should().NotBeNull().And.HaveCount(1); //response.Text.Should().NotBeEmpty(); } diff --git a/tests/Mscc.GenerativeAI/VertexAi_GeminiProVision_Should.cs b/tests/Mscc.GenerativeAI/VertexAi_GeminiProVision_Should.cs index a9b11be..8230bad 100644 --- a/tests/Mscc.GenerativeAI/VertexAi_GeminiProVision_Should.cs +++ b/tests/Mscc.GenerativeAI/VertexAi_GeminiProVision_Should.cs @@ -1,6 +1,7 @@ #if NET472_OR_GREATER || NETSTANDARD2_0 using System.Collections.Generic; using System.Linq; +using System.Threading.Tasks; #endif using FluentAssertions; using Mscc.GenerativeAI; @@ -49,7 +50,7 @@ public void Return_GenerateModel_GeminiProVision() } [Fact] - public async void Generate_Content() + public async Task Generate_Content() { // Arrange var vertexAi = new VertexAI(projectId: _fixture.ProjectId, region: _fixture.Region); @@ -74,7 +75,7 @@ public async void Generate_Content() } [Fact] - public async void Generate_Content_With_SafetySettings() + public async Task Generate_Content_With_SafetySettings() { // Arrange var prompt = "Tell me something dangerous."; @@ -104,7 +105,7 @@ public async void Generate_Content_With_SafetySettings() } [Fact] - public async void Generate_Streaming_Content() + public Task Generate_Streaming_Content() { // Arrange var vertexAi = new VertexAI(projectId: _fixture.ProjectId, region: _fixture.Region); @@ -121,10 +122,11 @@ public async void Generate_Streaming_Content() // Assert response.Should().NotBeNull(); + return Task.CompletedTask; } [Fact] - public async void Analyze_Image_From_Uri() + public async Task Analyze_Image_From_Uri() { // Arrange var vertexAi = new VertexAI(projectId: _fixture.ProjectId, region: _fixture.Region); @@ -151,7 +153,7 @@ public async void Analyze_Image_From_Uri() [Theory] [InlineData("gs://cloud-samples-data/generative-ai/image/320px-Felis_catus-cat_on_snow.jpg")] [InlineData("gs://cloud-samples-data/ai-platform/flowers/daisy/10559679065_50d2b16f6d.jpg")] - public async void Analyze_Image_From_Cloud_Storage(string uri) + public Task Analyze_Image_From_Cloud_Storage(string uri) { // Arrange var vertexAi = new VertexAI(projectId: _fixture.ProjectId, region: _fixture.Region); @@ -169,6 +171,7 @@ public async void Analyze_Image_From_Cloud_Storage(string uri) // Assert response.Should().NotBeNull(); + return Task.CompletedTask; //response.Candidates.Should().NotBeNull().And.HaveCount(1); //response.Candidates.FirstOrDefault().Content.Should().NotBeNull(); //response.Candidates.FirstOrDefault().Content.Parts.Should().NotBeNull().And.HaveCountGreaterThanOrEqualTo(1); @@ -193,7 +196,7 @@ public async void Analyze_Image_From_Cloud_Storage(string uri) } [Fact] - public async void Generate_Text_From_Cloud_Storage() + public Task Generate_Text_From_Cloud_Storage() { // Arrange var vertexAi = new VertexAI(projectId: _fixture.ProjectId, region: _fixture.Region); @@ -211,10 +214,11 @@ public async void Generate_Text_From_Cloud_Storage() // Assert response.Should().NotBeNull(); + return Task.CompletedTask; } [Fact] - public async void Provide_Image_Description() + public Task Provide_Image_Description() { // Arrange var vertexAi = new VertexAI(projectId: _fixture.ProjectId, region: _fixture.Region); @@ -233,6 +237,7 @@ public async void Provide_Image_Description() // Assert response.Should().NotBeNull(); + return Task.CompletedTask; //response.Candidates.Should().NotBeNull().And.HaveCount(1); //response.Candidates.FirstOrDefault().Content.Should().NotBeNull(); //response.Candidates.FirstOrDefault().Content.Parts.Should().NotBeNull().And.HaveCountGreaterThanOrEqualTo(1); @@ -240,7 +245,7 @@ public async void Provide_Image_Description() } [Fact] - public async void Analyze_Video_From_Cloud_Storage() + public async Task Analyze_Video_From_Cloud_Storage() { // Arrange var prompt = "What's in the video?"; @@ -248,7 +253,7 @@ public async void Analyze_Video_From_Cloud_Storage() var vertexAi = new VertexAI(projectId: _fixture.ProjectId, region: _fixture.Region); var model = vertexAi.GenerativeModel(model: _model); var request = new GenerateContentRequest(prompt); - request.AddMedia(videoUrl, useOnline: true); + await request.AddMedia(videoUrl, useOnline: true); // Act var responseStream = model.GenerateContentStream(request); @@ -269,7 +274,7 @@ public async void Analyze_Video_From_Cloud_Storage() } [Fact] - public async void Start_Chat_Streaming() + public async Task Start_Chat_Streaming() { // Arrange var vertexAi = new VertexAI(projectId: _fixture.ProjectId, region: _fixture.Region); @@ -300,7 +305,7 @@ public async void Start_Chat_Streaming() [InlineData("What kind of fish is this?", 7)] [InlineData("Write a story about a magic backpack.", 8)] [InlineData("Write an extended story about a magic backpack.", 9)] - public async void Count_Tokens(string prompt, int expected) + public async Task Count_Tokens(string prompt, int expected) { // Arrange var vertexAi = new VertexAI(projectId: _fixture.ProjectId, region: _fixture.Region); diff --git a/tests/Mscc.GenerativeAI/VertexAi_GeminiPro_Should.cs b/tests/Mscc.GenerativeAI/VertexAi_GeminiPro_Should.cs index e3966ec..3b7bf9f 100644 --- a/tests/Mscc.GenerativeAI/VertexAi_GeminiPro_Should.cs +++ b/tests/Mscc.GenerativeAI/VertexAi_GeminiPro_Should.cs @@ -3,6 +3,7 @@ using System.Collections.Generic; using System.Linq; using System.Net.Http; +using System.Threading.Tasks; #endif using FluentAssertions; using Mscc.GenerativeAI; @@ -80,7 +81,7 @@ public void Initialize_Model() } [Fact] - public async void List_Models() + public async Task List_Models() { // Arrange var vertexAi = new VertexAI(projectId: _fixture.ProjectId, region: _fixture.Region); @@ -96,7 +97,7 @@ public async void List_Models() [InlineData(Model.GeminiProVision)] [InlineData(Model.BisonText)] [InlineData(Model.BisonChat)] - public async void Get_Model_Information(string modelName) + public async Task Get_Model_Information(string modelName) { // Arrange var vertexAi = new VertexAI(projectId: _fixture.ProjectId, region: _fixture.Region); @@ -108,7 +109,7 @@ public async void Get_Model_Information(string modelName) } [Fact] - public async void Generate_Content() + public async Task Generate_Content() { // Arrange var prompt = "Write a story about a magic backpack."; @@ -131,7 +132,7 @@ public async void Generate_Content() } [Fact] - public async void Generate_Content_With_SafetySettings() + public async Task Generate_Content_With_SafetySettings() { // Arrange var prompt = "Tell me something dangerous."; @@ -161,7 +162,7 @@ public async void Generate_Content_With_SafetySettings() } [Fact] - public async void Generate_Content_MultiplePrompt() + public async Task Generate_Content_MultiplePrompt() { // Arrange var vertexAi = new VertexAI(projectId: _fixture.ProjectId, region: _fixture.Region); @@ -184,7 +185,7 @@ public async void Generate_Content_MultiplePrompt() } [Fact] - public async void Generate_Content_Request() + public async Task Generate_Content_Request() { // Arrange var prompt = "Write a story about a magic backpack."; @@ -209,7 +210,7 @@ public async void Generate_Content_Request() } [Fact] - public async void Generate_Content_WithRequest_MultipleCandidates_ThrowsHttpRequestException() + public async Task Generate_Content_WithRequest_MultipleCandidates_ThrowsHttpRequestException() { // Arrange var prompt = "Write a short poem about koi fish."; @@ -235,7 +236,7 @@ public async void Generate_Content_WithRequest_MultipleCandidates_ThrowsHttpRequ } [Fact] - public async void Generate_Content_Stream() + public async Task Generate_Content_Stream() { // Arrange var prompt = "How are you doing today?"; @@ -262,7 +263,7 @@ public async void Generate_Content_Stream() } [Fact] - public async void Generate_Content_Stream_With_SafetySettings() + public async Task Generate_Content_Stream_With_SafetySettings() { // Arrange var prompt = "Tell me something dangerous."; @@ -304,7 +305,7 @@ public async void Generate_Content_Stream_With_SafetySettings() } [Fact] - public async void Generate_Content_Stream_Request() + public async Task Generate_Content_Stream_Request() { // Arrange var prompt = "How are you doing today?"; @@ -337,7 +338,7 @@ public async void Generate_Content_Stream_Request() } [Fact] - public async void Generate_Content_WithGrounding_GoogleSearch() + public async Task Generate_Content_WithGrounding_GoogleSearch() { // Arrange var prompt = "Why is the sky blue?"; @@ -375,7 +376,7 @@ public async void Generate_Content_WithGrounding_GoogleSearch() } [Fact] - public async void Generate_Content_WithGrounding_VertexAiSearch() + public async Task Generate_Content_WithGrounding_VertexAiSearch() { // Arrange var prompt = "Why is the sky blue?"; @@ -424,7 +425,7 @@ public async void Generate_Content_WithGrounding_VertexAiSearch() [InlineData("What kind of fish is this?", 7)] [InlineData("Write a story about a magic backpack.", 8)] [InlineData("Write an extended story about a magic backpack.", 9)] - public async void Count_Tokens(string prompt, int expected) + public async Task Count_Tokens(string prompt, int expected) { // Arrange var vertexAi = new VertexAI(projectId: _fixture.ProjectId, region: _fixture.Region); @@ -451,7 +452,7 @@ public async void Count_Tokens(string prompt, int expected) [InlineData("What kind of fish is this?", 7)] [InlineData("Write a story about a magic backpack.", 8)] [InlineData("Write an extended story about a magic backpack.", 9)] - public async void Count_Tokens_Request(string prompt, int expected) + public async Task Count_Tokens_Request(string prompt, int expected) { // Arrange var vertexAi = new VertexAI(projectId: _fixture.ProjectId, region: _fixture.Region); @@ -474,7 +475,7 @@ public async void Count_Tokens_Request(string prompt, int expected) } [Fact] - public async void Start_Chat() + public async Task Start_Chat() { // Arrange var vertexAi = new VertexAI(projectId: _fixture.ProjectId, region: _fixture.Region); @@ -496,7 +497,7 @@ public async void Start_Chat() [Fact] // Refs: // https://cloud.google.com/vertexAI-ai/generative-ai/docs/multimodal/send-chat-prompts-gemini - public async void Start_Chat_Multiple_Prompts() + public async Task Start_Chat_Multiple_Prompts() { // Arrange var vertexAi = new VertexAI(projectId: _fixture.ProjectId, region: _fixture.Region); @@ -525,7 +526,7 @@ public async void Start_Chat_Multiple_Prompts() } [Fact] - public async void Start_Chat_Streaming() + public async Task Start_Chat_Streaming() { // Arrange var vertexAi = new VertexAI(projectId: _fixture.ProjectId, region: _fixture.Region); @@ -553,7 +554,7 @@ public async void Start_Chat_Streaming() } [Fact] - public async void Function_Calling_Chat() + public async Task Function_Calling_Chat() { // Arrange var prompt = "What is the weather in Boston?"; @@ -620,7 +621,7 @@ public async void Function_Calling_Chat() } [Fact] - public async void Function_Calling_ContentStream() + public async Task Function_Calling_ContentStream() { // Arrange var vertexAi = new VertexAI(projectId: _fixture.ProjectId, region: _fixture.Region); diff --git a/tests/Mscc.GenerativeAI/VertexAi_ImageGeneration_Should.cs b/tests/Mscc.GenerativeAI/VertexAi_ImageGeneration_Should.cs index 8c7253f..f2a9397 100644 --- a/tests/Mscc.GenerativeAI/VertexAi_ImageGeneration_Should.cs +++ b/tests/Mscc.GenerativeAI/VertexAi_ImageGeneration_Should.cs @@ -4,6 +4,7 @@ using System.IO; using System.Linq; using System.Net.Http; +using System.Threading.Tasks; #endif using FluentAssertions; using Mscc.GenerativeAI; @@ -81,7 +82,7 @@ public void Initialize_Model() } [Fact] - public async void Generate_Content() + public async Task Generate_Content() { // Arrange var prompt = "A French cafe with the Golden Gate Bridge in the background."; diff --git a/tests/Mscc.GenerativeAI/VertexAi_ImageText_Should.cs b/tests/Mscc.GenerativeAI/VertexAi_ImageText_Should.cs index fb46043..47a9aea 100644 --- a/tests/Mscc.GenerativeAI/VertexAi_ImageText_Should.cs +++ b/tests/Mscc.GenerativeAI/VertexAi_ImageText_Should.cs @@ -1,10 +1,11 @@ #if NET472_OR_GREATER || NETSTANDARD2_0 using System; using System.IO; +using System.Net.Http; +using System.Threading.Tasks; #endif using FluentAssertions; using Mscc.GenerativeAI; -using System.Net.Http; using Xunit; using Xunit.Abstractions; @@ -82,7 +83,7 @@ public void Initialize_Model() [InlineData("scones.jpg", "muffin")] [InlineData("cat.jpg", "snow")] [InlineData("image.jpg", "jetpack")] - public async void Get_Image_Captions(string filename, string expected) + public async Task Get_Image_Captions(string filename, string expected) { // Arrange var vertexAi = new VertexAI(projectId: _fixture.ProjectId, region: _fixture.Region); @@ -118,7 +119,7 @@ public async void Get_Image_Captions(string filename, string expected) [InlineData("scones.jpg", "es", "galletas")] [InlineData("scones.jpg", "fr", "biscuits")] [InlineData("scones.jpg", "it", "biscotti")] - public async void Get_Image_Captions_Language(string filename, string language, string expected) + public async Task Get_Image_Captions_Language(string filename, string language, string expected) { // Arrange var vertexAi = new VertexAI(projectId: _fixture.ProjectId, region: _fixture.Region); @@ -142,7 +143,7 @@ public async void Get_Image_Captions_Language(string filename, string language, } [Fact] - public async void Ask_Questions() + public async Task Ask_Questions() { // Arrange var prompt = "Is this in the mountains?"; From d8de581a593f270820fa681e87be25d72d522417 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Wed, 30 Oct 2024 08:51:01 +0400 Subject: [PATCH 67/79] mention history for chat session --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 76192ca..216a7f4 100644 --- a/README.md +++ b/README.md @@ -221,7 +221,7 @@ using Mscc.GenerativeAI; var apiKey = "your_api_key"; var model = new GenerativeModel(apiKey: apiKey); // using default model: gemini-1.5-pro -var chat = model.StartChat(); +var chat = model.StartChat(); // optionally pass a previous history in the constructor. // Instead of discarding you could also use the response and access `response.Text`. _ = await chat.SendMessage("Hello, fancy brainstorming about IT?"); From 3edcb35bf5c9aef827a5c77a83a3c011687f2203 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Wed, 30 Oct 2024 09:40:15 +0400 Subject: [PATCH 68/79] fix Application Default Credentials (ADC) has been loaded automatically even I use API Key auth. #9 --- src/Mscc.GenerativeAI/CHANGELOG.md | 6 ++ src/Mscc.GenerativeAI/GenerativeModel.cs | 16 ++--- .../Mscc.GenerativeAI/GenerativeAI_Should.cs | 66 +++++++++++-------- 3 files changed, 52 insertions(+), 36 deletions(-) diff --git a/src/Mscc.GenerativeAI/CHANGELOG.md b/src/Mscc.GenerativeAI/CHANGELOG.md index e5a9964..9eaace5 100644 --- a/src/Mscc.GenerativeAI/CHANGELOG.md +++ b/src/Mscc.GenerativeAI/CHANGELOG.md @@ -16,6 +16,12 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 ### Changed ### Fixed +## 1.8.1 + +### Fixed + +- fix Application Default Credentials (ADC) has been loaded automatically even I use API Key auth. [#9](https://github.com/mscraftsman/generative-ai/issues/9) + ## 1.8.0 ### Added diff --git a/src/Mscc.GenerativeAI/GenerativeModel.cs b/src/Mscc.GenerativeAI/GenerativeModel.cs index 1f359f0..be07dfe 100644 --- a/src/Mscc.GenerativeAI/GenerativeModel.cs +++ b/src/Mscc.GenerativeAI/GenerativeModel.cs @@ -232,20 +232,14 @@ public GenerativeModel(ILogger? logger = null) : base(logger) _options = DefaultJsonSerializerOptions(); GenerativeAIExtensions.ReadDotEnv(); - var credentialsFile = - Environment.GetEnvironmentVariable("GOOGLE_APPLICATION_CREDENTIALS") ?? - Environment.GetEnvironmentVariable("GOOGLE_WEB_CREDENTIALS") ?? - Path.Combine(Environment.GetFolderPath(Environment.SpecialFolder.ApplicationData), "gcloud", - "application_default_credentials.json"); - _credentials = GetCredentialsFromFile(credentialsFile); - ApiKey = Environment.GetEnvironmentVariable("GOOGLE_API_KEY"); AccessToken = Environment.GetEnvironmentVariable("GOOGLE_ACCESS_TOKEN"); // ?? GetAccessTokenFromAdc(); Model = Environment.GetEnvironmentVariable("GOOGLE_AI_MODEL") ?? GenerativeAI.Model.Gemini15Pro; _region = Environment.GetEnvironmentVariable("GOOGLE_REGION") ?? _region; - var productHeaderValue = new ProductHeaderValue(name: "Mscc.GenerativeAI", version: Assembly.GetExecutingAssembly().GetName().Version.ToString()); + var productHeaderValue = new ProductHeaderValue(name: "Mscc.GenerativeAI", + version: Assembly.GetExecutingAssembly().GetName().Version?.ToString()); var productInfoHeaderValue = new ProductInfoHeaderValue(productHeaderValue); Client.DefaultRequestHeaders.UserAgent.Add(productInfoHeaderValue); } @@ -301,6 +295,12 @@ internal GenerativeModel(string? projectId = null, string? region = null, ILogger? logger = null) : this(logger) { _useVertexAi = true; + var credentialsFile = + Environment.GetEnvironmentVariable("GOOGLE_APPLICATION_CREDENTIALS") ?? + Environment.GetEnvironmentVariable("GOOGLE_WEB_CREDENTIALS") ?? + Path.Combine(Environment.GetFolderPath(Environment.SpecialFolder.ApplicationData), "gcloud", + "application_default_credentials.json"); + _credentials = GetCredentialsFromFile(credentialsFile); AccessToken = Environment.GetEnvironmentVariable("GOOGLE_ACCESS_TOKEN") ?? GetAccessTokenFromAdc(); ProjectId = projectId ?? diff --git a/tests/Mscc.GenerativeAI/GenerativeAI_Should.cs b/tests/Mscc.GenerativeAI/GenerativeAI_Should.cs index 621535d..18790d4 100644 --- a/tests/Mscc.GenerativeAI/GenerativeAI_Should.cs +++ b/tests/Mscc.GenerativeAI/GenerativeAI_Should.cs @@ -1,8 +1,8 @@ #if NET472_OR_GREATER || NETSTANDARD2_0 +using System.Threading.Tasks; #endif using FluentAssertions; using Mscc.GenerativeAI; -using System.Threading.Tasks; using Xunit; using Xunit.Abstractions; @@ -13,24 +13,15 @@ namespace Test.Mscc.GenerativeAI /// https://github.com/GoogleCloudPlatform/dotnet-docs-samples/tree/main/aiplatform/api/AIPlatform.Samples /// [Collection(nameof(ConfigurationFixture))] - public class GenerativeAiShould + public class GenerativeAiShould(ITestOutputHelper output, ConfigurationFixture fixture) { - private readonly ITestOutputHelper _output; - private readonly ConfigurationFixture _fixture; - private readonly string _model = Model.Gemini10ProVision; - - public GenerativeAiShould(ITestOutputHelper output, ConfigurationFixture fixture) - { - _output = output; - _fixture = fixture; - } + private readonly string _model = Model.Gemini15Flash; [Fact] public void Initialize_Interface_GoogleAI() { // Arrange - IGenerativeAI genAi; - genAi = new GoogleAI(apiKey: _fixture.ApiKey); + IGenerativeAI genAi = new GoogleAI(apiKey: fixture.ApiKey); var expected = _model.SanitizeModelName(); // Act @@ -43,36 +34,55 @@ public void Initialize_Interface_GoogleAI() } [Fact] - public async Task GetModel() + public void Initialize_Interface_VertexAI() { // Arrange - IGenerativeAI genAi; - genAi = new GoogleAI(apiKey: _fixture.ApiKey); - var expected = Model.Embedding.SanitizeModelName(); - + IGenerativeAI genAi = new VertexAI(projectId: fixture.ProjectId, region: fixture.Region); + var expected = _model.SanitizeModelName(); + // Act - var model = genAi.GenerativeModel(model: Model.Embedding); - var getModel = await model.GetModel(); - + var model = genAi.GenerativeModel(model: _model); + // Assert - getModel.Name.SanitizeModelName().Should().Be(expected); + genAi.Should().NotBeNull(); + model.Should().NotBeNull(); + model.Name.Should().Be($"{expected}"); } [Fact] - public void Initialize_Interface_VertexAI() + public async Task GoogleAI_Should_Not_Load_Credentials() { // Arrange - IGenerativeAI genAi; - genAi = new VertexAI(projectId: _fixture.ProjectId, region: _fixture.Region); - var expected = _model.SanitizeModelName(); + IGenerativeAI genAi = new GoogleAI(apiKey: fixture.ApiKey); + var model = genAi.GenerativeModel(model: _model); + var prompt = "I love Taipei. Give me a 15 words summary about it."; // Act - var model = genAi.GenerativeModel(model: _model); + var response = await model.GenerateContent(prompt); // Assert genAi.Should().NotBeNull(); model.Should().NotBeNull(); - model.Name.Should().Be($"{expected}"); + output.WriteLine($"{response.Text}"); + } + + [Fact] + public async Task GetModel() + { + // Arrange + IGenerativeAI genAi = new GoogleAI(apiKey: fixture.ApiKey); + var expected = Model.Embedding.SanitizeModelName(); + + // Act + var model = genAi.GenerativeModel(model: Model.Embedding); + var getModel = await model.GetModel(); + + // Assert + genAi.Should().NotBeNull(); + model.Should().NotBeNull(); + getModel.Should().NotBeNull(); + getModel.Name.Should().NotBeNull(); + getModel.Name!.SanitizeModelName().Should().Be(expected); } } } \ No newline at end of file From ce8429eda72408219b2a7a2a41260faa4d1da103 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Wed, 30 Oct 2024 09:41:16 +0400 Subject: [PATCH 69/79] No warnings regarding AOT --- src/Mscc.GenerativeAI/Mscc.GenerativeAI.csproj | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/Mscc.GenerativeAI/Mscc.GenerativeAI.csproj b/src/Mscc.GenerativeAI/Mscc.GenerativeAI.csproj index f2b5226..4c0d2ee 100644 --- a/src/Mscc.GenerativeAI/Mscc.GenerativeAI.csproj +++ b/src/Mscc.GenerativeAI/Mscc.GenerativeAI.csproj @@ -6,7 +6,7 @@ latest false PackageReference - $(NoWarn);CS1591 + $(NoWarn);CS1591;IL3050;IL2026 Mscc.GenerativeAI MSCC GenerativeAI MSCC GenerativeAI From 2bccb3d6f485952f0ddf17aac2f2f85f31f32ca4 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Wed, 30 Oct 2024 09:51:41 +0400 Subject: [PATCH 70/79] housekeeping regarding XMLdoc, typos, and non-nullable properties --- src/Mscc.GenerativeAI/BaseGeneration.cs | 12 +- src/Mscc.GenerativeAI/CHANGELOG.md | 3 + src/Mscc.GenerativeAI/CachedContentModel.cs | 14 +- src/Mscc.GenerativeAI/FilesModel.cs | 19 +-- .../GenerativeAIExtensions.cs | 26 ++-- src/Mscc.GenerativeAI/GenerativeModel.cs | 141 ++++++++---------- .../Types/Generative/CachedContent.cs | 2 +- .../Types/Generative/ChatSession.cs | 6 +- .../Types/Generative/CodeExecutionResult.cs | 2 +- .../Types/Generative/Content.cs | 12 +- .../Generative/CreateTunedModelRequest.cs | 2 +- .../Types/Generative/DiffUploadRequest.cs | 6 +- .../Generative/GroundingAttributionWeb.cs | 13 +- .../Types/Generative/InlineData.cs | 4 +- .../Types/Generative/Media.cs | 2 +- .../Types/Generative/PromptFeedback.cs | 2 +- .../Types/Generative/Schema.cs | 4 +- .../ImageGeneration/ImageGenerationRequest.cs | 2 +- .../ImageGeneration/ImageTextResponse.cs | 10 +- src/Mscc.GenerativeAI/VertexAI.cs | 4 +- .../Mscc.GenerativeAI/ConfigurationFixture.cs | 12 +- 21 files changed, 137 insertions(+), 161 deletions(-) diff --git a/src/Mscc.GenerativeAI/BaseGeneration.cs b/src/Mscc.GenerativeAI/BaseGeneration.cs index 4cfecc1..fbfd021 100644 --- a/src/Mscc.GenerativeAI/BaseGeneration.cs +++ b/src/Mscc.GenerativeAI/BaseGeneration.cs @@ -182,7 +182,7 @@ public BaseGeneration(string? projectId = null, string? region = null, /// API endpoint to parse. /// Method part of the URL to inject /// - protected string ParseUrl(string url, string? method = default) + protected string ParseUrl(string url, string method = "") { var replacements = GetReplacements(); replacements.Add("method", method); @@ -199,8 +199,8 @@ Dictionary GetReplacements() { "endpointGoogleAI", EndpointGoogleAi }, { "version", Version }, { "model", _model }, - { "apikey", _apiKey }, - { "projectid", _projectId }, + { "apikey", _apiKey ?? "" }, + { "projectid", _projectId ?? "" }, { "region", _region }, { "location", _region }, { "publisher", _publisher } @@ -224,7 +224,7 @@ protected string Serialize(T request) /// /// /// - protected async Task Deserialize(HttpResponseMessage? response) + protected async Task Deserialize(HttpResponseMessage response) { #if NET472_OR_GREATER || NETSTANDARD2_0 var json = await response.Content.ReadAsStringAsync(); @@ -303,7 +303,7 @@ protected string GetAccessTokenFromAdc() /// Optional arguments given to the application to run. /// Output from the application. /// - private string RunExternalExe(string filename, string? arguments = null) + private string RunExternalExe(string filename, string arguments) { var process = new Process(); @@ -322,7 +322,7 @@ private string RunExternalExe(string filename, string? arguments = null) var stdOutput = new StringBuilder(); process.OutputDataReceived += (sender, args) => stdOutput.AppendLine(args.Data); // Use AppendLine rather than Append since args.Data is one line of output, not including the newline character. - string stdError = null; + string stdError; try { process.Start(); diff --git a/src/Mscc.GenerativeAI/CHANGELOG.md b/src/Mscc.GenerativeAI/CHANGELOG.md index 9eaace5..c05c178 100644 --- a/src/Mscc.GenerativeAI/CHANGELOG.md +++ b/src/Mscc.GenerativeAI/CHANGELOG.md @@ -18,6 +18,9 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 ## 1.8.1 +### Changed + +- ### Fixed - fix Application Default Credentials (ADC) has been loaded automatically even I use API Key auth. [#9](https://github.com/mscraftsman/generative-ai/issues/9) diff --git a/src/Mscc.GenerativeAI/CachedContentModel.cs b/src/Mscc.GenerativeAI/CachedContentModel.cs index e924da7..7ff13d3 100644 --- a/src/Mscc.GenerativeAI/CachedContentModel.cs +++ b/src/Mscc.GenerativeAI/CachedContentModel.cs @@ -25,15 +25,6 @@ public class CachedContentModel : BaseGeneration public CachedContentModel() { } - - /// - /// - /// - /// - public CachedContentModel(string cachedContentName) : this() - { - cachedContentName = cachedContentName.SanitizeCachedContentName(); - } /// /// Creates CachedContent resource. @@ -62,7 +53,7 @@ public async Task Create(CachedContent request, /// The minimum input token count for context caching is 32,768, and the maximum is the same as the maximum for the given model. /// Required. The name of the `Model` to use for cached content Format: `models/{model}` /// Optional. The user-generated meaningful display name of the cached content. Maximum 128 Unicode characters. - /// Optional. Input only. Developer set system instruction. Currently text only. + /// Optional. Input only. Developer set system instruction. Currently, text only. /// Optional. Input only. The content to cache. /// Optional. A chat history to initialize the session with. /// Optional. Input only. New TTL for this resource, input only. A duration in seconds with up to nine fractional digits, ending with 's' @@ -113,7 +104,7 @@ public async Task> List(int? pageSize = 50, var response = await Client.GetAsync(url); await response.EnsureSuccessAsync(); var cachedContents = await Deserialize(response); - return cachedContents?.CachedContents!; + return cachedContents.CachedContents; } /// @@ -140,6 +131,7 @@ public async Task Get(string cachedContentName) /// /// The cached content resource to update. /// Optional. Input only. New TTL for this resource, input only. A duration in seconds with up to nine fractional digits, ending with 's' + /// Optional. The list of fields to update. /// The updated cached content resource. /// Thrown when the is . /// Thrown when the is or empty. diff --git a/src/Mscc.GenerativeAI/FilesModel.cs b/src/Mscc.GenerativeAI/FilesModel.cs index 1369c0a..8955670 100644 --- a/src/Mscc.GenerativeAI/FilesModel.cs +++ b/src/Mscc.GenerativeAI/FilesModel.cs @@ -22,7 +22,7 @@ public class FilesModel : BaseGeneration /// Lists the metadata for Files owned by the requesting project. /// /// The maximum number of Models to return (per page). - /// A page token, received from a previous files.list call. Provide the pageToken returned by one request as an argument to the next request to retrieve the next page. + /// A page token, received from a previous ListFiles call. Provide the pageToken returned by one request as an argument to the next request to retrieve the next page. /// List of files in File API. /// Thrown when the functionality is not supported by the model. /// Thrown when the request fails to execute. @@ -44,22 +44,17 @@ public async Task ListFiles(int? pageSize = 100, return await Deserialize(response); } - private void GuardSupported() - { - throw new NotImplementedException(); - } - /// /// Gets the metadata for the given File. /// - /// Required. The resource name of the file to get. This name should match a file name returned by the files.list method. Format: files/file-id. + /// Required. The resource name of the file to get. This name should match a file name returned by the ListFiles method. Format: files/file-id. /// Metadata for the given file. - /// Thrown when the is null or empty. + /// Thrown when the is or empty. /// Thrown when the functionality is not supported by the model. /// Thrown when the request fails to execute. public async Task GetFile(string file) { - if (string.IsNullOrEmpty(file)) throw new ArgumentNullException(nameof(file)); + if (string.IsNullOrEmpty(file)) throw new ArgumentException("Value cannot be null or empty.", nameof(file)); // this.GuardSupported(); file = file.SanitizeFileName(); @@ -74,14 +69,14 @@ public async Task GetFile(string file) /// /// Deletes a file. /// - /// Required. The resource name of the file to get. This name should match a file name returned by the files.list method. Format: files/file-id. + /// Required. The resource name of the file to get. This name should match a file name returned by the ListFiles method. Format: files/file-id. /// If successful, the response body is empty. - /// Thrown when the is null or empty. + /// Thrown when the is or empty. /// Thrown when the functionality is not supported by the model. /// Thrown when the request fails to execute. public async Task DeleteFile(string file) { - if (string.IsNullOrEmpty(file)) throw new ArgumentNullException(nameof(file)); + if (string.IsNullOrEmpty(file)) throw new ArgumentException("Value cannot be null or empty.", nameof(file)); // this.GuardSupported(); file = file.SanitizeFileName(); diff --git a/src/Mscc.GenerativeAI/GenerativeAIExtensions.cs b/src/Mscc.GenerativeAI/GenerativeAIExtensions.cs index 0180373..7397db9 100644 --- a/src/Mscc.GenerativeAI/GenerativeAIExtensions.cs +++ b/src/Mscc.GenerativeAI/GenerativeAIExtensions.cs @@ -76,9 +76,9 @@ public static void GuardSupportedLanguage(this string language) if (!supportedLanguages.Contains(language)) throw new NotSupportedException($"The language `{language}` is not supported by the API."); } - public static string? SanitizeModelName(this string? value) + public static string SanitizeModelName(this string value) { - if (value == null) return value; + if (string.IsNullOrEmpty(value)) return value; if (value.StartsWith("tuned", StringComparison.InvariantCultureIgnoreCase)) return value; @@ -91,9 +91,9 @@ public static void GuardSupportedLanguage(this string language) return value; } - public static string? SanitizeFileName(this string? value) + public static string SanitizeFileName(this string value) { - if (value == null) return value; + if (string.IsNullOrEmpty(value)) return value; if (!value.StartsWith("file", StringComparison.InvariantCultureIgnoreCase)) { @@ -103,9 +103,9 @@ public static void GuardSupportedLanguage(this string language) return value; } - public static string? SanitizeGeneratedFileName(this string? value) + public static string SanitizeGeneratedFileName(this string value) { - if (value == null) return value; + if (string.IsNullOrEmpty(value)) return value; if (!value.StartsWith("generatedFile", StringComparison.InvariantCultureIgnoreCase)) { @@ -115,9 +115,9 @@ public static void GuardSupportedLanguage(this string language) return value; } - public static string? SanitizeCachedContentName(this string? value) + public static string SanitizeCachedContentName(this string value) { - if (value == null) return value; + if (string.IsNullOrEmpty(value)) return value; if (!value.StartsWith("cachedContent", StringComparison.InvariantCultureIgnoreCase)) { @@ -127,17 +127,17 @@ public static void GuardSupportedLanguage(this string language) return value; } - public static string? GetValue(this JsonElement element, string key) + public static string GetValue(this JsonElement element, string key) { if (key == null) throw new ArgumentNullException(nameof(key)); - string result = null; + string? result = ""; if (element.TryGetProperty(key, out JsonElement value)) { result = value.GetString(); } - return result; + return result ?? ""; } public static void ReadDotEnv(string dotEnvFile = ".env") @@ -183,7 +183,7 @@ public static void CheckResponse(this GenerateContentResponse response, bool str if (!stream) { - if (response.Candidates[0].FinishReason is + if (response.Candidates![0].FinishReason is FinishReason.Safety or FinishReason.Recitation or FinishReason.Other) @@ -811,7 +811,7 @@ internal static async Task EnsureSuccessAsync(this HttpResp errorMessage = !string.IsNullOrEmpty(errorMessage) ? errorMessage : Constants.RequestFailed; - string? errorMessageContent = includeResponseContent + string errorMessageContent = includeResponseContent ? Environment.NewLine + await response.Content.ReadAsStringAsync() : string.Empty; diff --git a/src/Mscc.GenerativeAI/GenerativeModel.cs b/src/Mscc.GenerativeAI/GenerativeModel.cs index be07dfe..b6c8d1c 100644 --- a/src/Mscc.GenerativeAI/GenerativeModel.cs +++ b/src/Mscc.GenerativeAI/GenerativeModel.cs @@ -31,7 +31,7 @@ public class GenerativeModel : GenerationBase private readonly string _publisher = "google"; private readonly JsonSerializerOptions _options; private readonly Credentials? _credentials; - private readonly CachedContent _cachedContent; + private readonly CachedContent? _cachedContent; private string _model; private string? _apiKey; @@ -345,7 +345,7 @@ internal GenerativeModel(CachedContent cachedContent, /// List of available models. /// Flag, whether models or tuned models shall be returned. /// The maximum number of Models to return (per page). - /// A page token, received from a previous models.list call. Provide the pageToken returned by one request as an argument to the next request to retrieve the next page. + /// A page token, received from a previous ListModels call. Provide the pageToken returned by one request as an argument to the next request to retrieve the next page. /// Optional. A filter is a full text search over the tuned model's description and display name. By default, results will not include tuned models shared with everyone. Additional operators: - owner:me - writers:me - readers:me - readers:everyone /// Thrown when the functionality is not supported by the model. /// Thrown when the request fails to execute. @@ -378,7 +378,7 @@ public async Task> ListModels(bool tuned = false, /// /// Gets information about a specific Model. /// - /// Required. The resource name of the model. This name should match a model name returned by the models.list method. Format: models/model-id or tunedModels/my-model-id + /// Required. The resource name of the model. This name should match a model name returned by the ListModels method. Format: models/model-id or tunedModels/my-model-id /// /// Thrown when the functionality is not supported by the model. /// Thrown when the request fails to execute. @@ -580,21 +580,20 @@ public async Task UploadFile(string uri, }); string json = Serialize(request); - using (var fs = new FileStream(uri, FileMode.Open)){ - var multipartContent = new MultipartContent("related"); - multipartContent.Add(new StringContent(json, Encoding.UTF8, Constants.MediaType)); - multipartContent.Add(new StreamContent(fs, (int)Constants.ChunkSize) - { - Headers = { - ContentType = new MediaTypeHeaderValue(mimeType), - ContentLength = totalBytes - } - }); + using var fs = new FileStream(uri, FileMode.Open); + var multipartContent = new MultipartContent("related"); + multipartContent.Add(new StringContent(json, Encoding.UTF8, Constants.MediaType)); + multipartContent.Add(new StreamContent(fs, (int)Constants.ChunkSize) + { + Headers = { + ContentType = new MediaTypeHeaderValue(mimeType), + ContentLength = totalBytes + } + }); - var response = await Client.PostAsync(url, multipartContent, cancellationToken); - await response.EnsureSuccessAsync(); - return await Deserialize(response); - } + var response = await Client.PostAsync(url, multipartContent, cancellationToken); + await response.EnsureSuccessAsync(); + return await Deserialize(response); } @@ -663,7 +662,7 @@ public async Task UploadFile(Stream stream, /// Lists the metadata for Files owned by the requesting project. /// /// The maximum number of Models to return (per page). - /// A page token, received from a previous files.list call. Provide the pageToken returned by one request as an argument to the next request to retrieve the next page. + /// A page token, received from a previous ListFiles call. Provide the pageToken returned by one request as an argument to the next request to retrieve the next page. /// List of files in File API. /// Thrown when the functionality is not supported by the model. /// Thrown when the request fails to execute. @@ -689,7 +688,7 @@ public async Task ListFiles(int? pageSize = 100, /// /// Gets the metadata for the given File. /// - /// Required. The resource name of the file to get. This name should match a file name returned by the files.list method. Format: files/file-id. + /// Required. The resource name of the file to get. This name should match a file name returned by the ListFiles method. Format: files/file-id. /// Metadata for the given file. /// Thrown when the is null or empty. /// Thrown when the functionality is not supported by the model. @@ -712,7 +711,7 @@ public async Task GetFile(string file) /// /// Deletes a file. /// - /// Required. The resource name of the file to get. This name should match a file name returned by the files.list method. Format: files/file-id. + /// Required. The resource name of the file to get. This name should match a file name returned by the ListFiles method. Format: files/file-id. /// If successful, the response body is empty. /// Thrown when the is null or empty. /// Thrown when the functionality is not supported by the model. @@ -799,7 +798,7 @@ public async Task GenerateContent(GenerateContentReques if (_useVertexAi) { var fullText = new StringBuilder(); - GroundingMetadata groundingMetadata = null; + GroundingMetadata? groundingMetadata = null; var contents = await Deserialize>(response); foreach (var content in contents) { @@ -821,22 +820,10 @@ public async Task GenerateContent(GenerateContentReques } } var result = contents.LastOrDefault(); - if (result.Candidates is null) - { - result.Candidates = new() - { - new() - { - Content = new() - { - Parts = new() - { - new() - } - } - } - }; - } + result.Candidates ??= + [ + new() { Content = new() { Parts = [new()] } } + ]; result.Candidates[0].GroundingMetadata = groundingMetadata; result.Candidates[0].Content.Parts[0].Text = fullText.ToString(); return result; @@ -966,27 +953,23 @@ public async IAsyncEnumerable GenerateContentStream(Gen }; message.Headers.Accept.Add(new MediaTypeWithQualityHeaderValue(Constants.MediaType)); - using (var payload = new StreamContent(ms)) - { - message.Content = payload; - payload.Headers.ContentType = new MediaTypeHeaderValue(Constants.MediaType); + using var payload = new StreamContent(ms); + message.Content = payload; + payload.Headers.ContentType = new MediaTypeHeaderValue(Constants.MediaType); - using (var response = await Client.SendAsync(message, HttpCompletionOption.ResponseHeadersRead, cancellationToken)) + using var response = await Client.SendAsync(message, HttpCompletionOption.ResponseHeadersRead, cancellationToken); + await response.EnsureSuccessAsync(); + if (response.Content is not null) + { + using var stream = await response.Content.ReadAsStreamAsync(); + // Ref: https://github.com/dotnet/runtime/issues/97128 - HttpIOException + // https://github.com/grpc/grpc-dotnet/issues/2361#issuecomment-1895805167 + await foreach (var item in JsonSerializer.DeserializeAsyncEnumerable( + stream, _options, cancellationToken)) { - await response.EnsureSuccessAsync(); - if (response.Content is not null) - { - using var stream = await response.Content.ReadAsStreamAsync(); - // Ref: https://github.com/dotnet/runtime/issues/97128 - HttpIOException - // https://github.com/grpc/grpc-dotnet/issues/2361#issuecomment-1895805167 - await foreach (var item in JsonSerializer.DeserializeAsyncEnumerable( - stream, _options, cancellationToken)) - { - if (cancellationToken.IsCancellationRequested) - yield break; - yield return item; - } - } + if (cancellationToken.IsCancellationRequested) + yield break; + yield return item; } } } @@ -1061,26 +1044,22 @@ internal async IAsyncEnumerable GenerateContentStreamSS // message.Headers.Accept.Add(new MediaTypeWithQualityHeaderValue("text/event-stream")); message.Headers.Accept.Add(new MediaTypeWithQualityHeaderValue(Constants.MediaType)); - using (var response = await Client.SendAsync(message, HttpCompletionOption.ResponseHeadersRead, cancellationToken)) + using var response = await Client.SendAsync(message, HttpCompletionOption.ResponseHeadersRead, cancellationToken); + await response.EnsureSuccessAsync(); + if (response.Content is not null) { - await response.EnsureSuccessAsync(); - if (response.Content is not null) + using var sr = new StreamReader(await response.Content.ReadAsStreamAsync()); + while (!sr.EndOfStream) { - using (var sr = new StreamReader(await response.Content.ReadAsStreamAsync())) - { - while (!sr.EndOfStream) - { - var data = await sr.ReadLineAsync(); - if (string.IsNullOrWhiteSpace(data)) - continue; + var data = await sr.ReadLineAsync(); + if (string.IsNullOrWhiteSpace(data)) + continue; - var item = JsonSerializer.Deserialize( - data.Substring("data:".Length).Trim(), _options); - if (cancellationToken.IsCancellationRequested) - yield break; - yield return item; - } - } + var item = JsonSerializer.Deserialize( + data.Substring("data:".Length).Trim(), _options); + if (cancellationToken.IsCancellationRequested) + yield break; + yield return item; } } } @@ -1622,7 +1601,7 @@ public async Task BatchEmbedText(BatchEmbedTextRequest reques /// /// List of available tuned models. /// The maximum number of Models to return (per page). - /// A page token, received from a previous models.list call. Provide the pageToken returned by one request as an argument to the next request to retrieve the next page. + /// A page token, received from a previous ListModels call. Provide the pageToken returned by one request as an argument to the next request to retrieve the next page. /// Optional. A filter is a full text search over the tuned model's description and display name. By default, results will not include tuned models shared with everyone. Additional operators: - owner:me - writers:me - readers:me - readers:everyone /// private async Task> ListTunedModels(int? pageSize = null, @@ -1662,7 +1641,7 @@ private async Task> ListTunedModels(int? pageSize = null, /// API endpoint to parse. /// Method part of the URL to inject /// - private string ParseUrl(string url, string? method = default) + private string ParseUrl(string url, string method = "") { var replacements = GetReplacements(); replacements.Add("method", method); @@ -1679,8 +1658,8 @@ Dictionary GetReplacements() { "endpointGoogleAI", EndpointGoogleAi }, { "version", Version }, { "model", _model }, - { "apikey", _apiKey }, - { "projectid", _projectId }, + { "apikey", _apiKey ?? "" }, + { "projectid", _projectId ?? "" }, { "region", _region }, { "location", _region }, { "publisher", _publisher } @@ -1749,10 +1728,8 @@ internal JsonSerializerOptions DefaultJsonSerializerOptions() { var options = DefaultJsonSerializerOptions(); options.PropertyNamingPolicy = JsonNamingPolicy.SnakeCaseLower; - using (var stream = new FileStream(credentialsFile, FileMode.Open, FileAccess.Read)) - { - credentials = JsonSerializer.Deserialize(stream, options); - } + using var stream = new FileStream(credentialsFile, FileMode.Open, FileAccess.Read); + credentials = JsonSerializer.Deserialize(stream, options); } return credentials; @@ -1783,7 +1760,7 @@ private string GetAccessTokenFromAdc() /// Optional arguments given to the application to run. /// Output from the application. /// - private string RunExternalExe(string filename, string? arguments = null) + private string RunExternalExe(string filename, string arguments) { var process = new Process(); diff --git a/src/Mscc.GenerativeAI/Types/Generative/CachedContent.cs b/src/Mscc.GenerativeAI/Types/Generative/CachedContent.cs index ba57b9a..e8ac352 100644 --- a/src/Mscc.GenerativeAI/Types/Generative/CachedContent.cs +++ b/src/Mscc.GenerativeAI/Types/Generative/CachedContent.cs @@ -111,6 +111,6 @@ public string TtlString /// /// Output only. Metadata on the usage of the cached content. /// - public CachedContentUsageMetadata UsageMetadata { get; set; } + public CachedContentUsageMetadata? UsageMetadata { get; set; } } } \ No newline at end of file diff --git a/src/Mscc.GenerativeAI/Types/Generative/ChatSession.cs b/src/Mscc.GenerativeAI/Types/Generative/ChatSession.cs index 560a855..27b634d 100644 --- a/src/Mscc.GenerativeAI/Types/Generative/ChatSession.cs +++ b/src/Mscc.GenerativeAI/Types/Generative/ChatSession.cs @@ -239,9 +239,9 @@ public async IAsyncEnumerable SendMessageStream(object private (List history, ContentResponse content, GenerateContentResponse response) HandleAutomaticFunctionCalling( GenerateContentResponse response, List history, - GenerationConfig generationConfig, - List safetySettings, - List tools) + GenerationConfig? generationConfig, + List? safetySettings, + List? tools) { throw new NotImplementedException(); // var functionResponseParts = new List(); diff --git a/src/Mscc.GenerativeAI/Types/Generative/CodeExecutionResult.cs b/src/Mscc.GenerativeAI/Types/Generative/CodeExecutionResult.cs index 9ff4a52..c5a9707 100644 --- a/src/Mscc.GenerativeAI/Types/Generative/CodeExecutionResult.cs +++ b/src/Mscc.GenerativeAI/Types/Generative/CodeExecutionResult.cs @@ -12,6 +12,6 @@ public class CodeExecutionResult : IPart /// /// Optional. Contains stdout when code execution is successful, stderr or other description otherwise. /// - public string Output { get; set; } + public string? Output { get; set; } } } \ No newline at end of file diff --git a/src/Mscc.GenerativeAI/Types/Generative/Content.cs b/src/Mscc.GenerativeAI/Types/Generative/Content.cs index 966055d..fbec7db 100644 --- a/src/Mscc.GenerativeAI/Types/Generative/Content.cs +++ b/src/Mscc.GenerativeAI/Types/Generative/Content.cs @@ -1,14 +1,14 @@ #if NET472_OR_GREATER || NETSTANDARD2_0 +using System; using System.Collections.Generic; using System.Text.Json.Serialization; #endif -using System; using System.Diagnostics; namespace Mscc.GenerativeAI { /// - /// The base structured datatype containing multi-part content of a message. + /// The base structured datatype containing multipart content of a message. /// Ref: https://ai.google.dev/api/rest/v1beta/Content /// [DebuggerDisplay($"{{{nameof(GetDebuggerDisplay)}(),nq}}")] @@ -72,10 +72,10 @@ public Content(FileData file) : this() private void SynchronizeParts() { // partTypes = null; - if (Parts?.Count == 0) return; + if (Parts is null || Parts?.Count == 0) return; - _partTypes = new List(); - foreach (var part in Parts) + _partTypes = []; + foreach (var part in Parts!) { if (part is TextData text) { @@ -154,7 +154,7 @@ public string Text /// /// Initializes a new instance of the class. /// - internal ContentResponse() => Parts = new List(); + internal ContentResponse() => Parts = []; /// /// Initializes a new instance of the class. diff --git a/src/Mscc.GenerativeAI/Types/Generative/CreateTunedModelRequest.cs b/src/Mscc.GenerativeAI/Types/Generative/CreateTunedModelRequest.cs index 0129e06..8898865 100644 --- a/src/Mscc.GenerativeAI/Types/Generative/CreateTunedModelRequest.cs +++ b/src/Mscc.GenerativeAI/Types/Generative/CreateTunedModelRequest.cs @@ -58,7 +58,7 @@ public CreateTunedModelRequest(string model, string name, BaseModel = model.SanitizeModelName(); DisplayName = name.Trim(); TuningTask.Hyperparameters = parameters; - TuningTask.TrainingData.Examples.Examples = dataset ?? new(); + TuningTask.TrainingData!.Examples!.Examples = dataset ?? new(); } } } diff --git a/src/Mscc.GenerativeAI/Types/Generative/DiffUploadRequest.cs b/src/Mscc.GenerativeAI/Types/Generative/DiffUploadRequest.cs index dc9c8a9..aceab37 100644 --- a/src/Mscc.GenerativeAI/Types/Generative/DiffUploadRequest.cs +++ b/src/Mscc.GenerativeAI/Types/Generative/DiffUploadRequest.cs @@ -9,19 +9,19 @@ public class DiffUploadRequest /// The object version of the object that is the base version the /// incoming diff script will be applied to. This field will always be filled in. /// - public string ObjectVersion { get; set; } + public string? ObjectVersion { get; set; } /// /// The location of the new object. /// Agents must clone the object located here, as the upload server /// will delete the contents once a response is received. /// - public CompositeMedia ObjectInfo { get; set; } + public CompositeMedia? ObjectInfo { get; set; } /// /// The location of the checksums for the new object. /// Agents must clone the object located here, as the upload server /// will delete the contents once a response is received. /// For details on the format of the checksums, see http://go/scotty-diff-protocol. /// - public CompositeMedia ChecksumsInfo { get; set; } + public CompositeMedia? ChecksumsInfo { get; set; } } } \ No newline at end of file diff --git a/src/Mscc.GenerativeAI/Types/Generative/GroundingAttributionWeb.cs b/src/Mscc.GenerativeAI/Types/Generative/GroundingAttributionWeb.cs index c5c6a45..fed9d9a 100644 --- a/src/Mscc.GenerativeAI/Types/Generative/GroundingAttributionWeb.cs +++ b/src/Mscc.GenerativeAI/Types/Generative/GroundingAttributionWeb.cs @@ -1,8 +1,17 @@ namespace Mscc.GenerativeAI { + /// + /// + /// public class GroundingAttributionWeb { - public string Title { get; set; } = default; - public string Uri { get; set; } = default; + /// + /// + /// + public string? Title { get; set; } + /// + /// + /// + public string? Uri { get; set; } } } \ No newline at end of file diff --git a/src/Mscc.GenerativeAI/Types/Generative/InlineData.cs b/src/Mscc.GenerativeAI/Types/Generative/InlineData.cs index 7d4d06e..3bbd2cb 100644 --- a/src/Mscc.GenerativeAI/Types/Generative/InlineData.cs +++ b/src/Mscc.GenerativeAI/Types/Generative/InlineData.cs @@ -21,7 +21,7 @@ public class InlineData : IPart /// When including media inline, you must also specify MIMETYPE. /// Size limit: 20MB /// - public string Data { get; set; } = default; + public string Data { get; set; } = ""; /// /// The IANA standard MIME type of the source data. /// @@ -41,6 +41,6 @@ public class InlineData : IPart /// Maximum video length: 2 minutes. No limit on image resolution. /// // [JsonPropertyName("mime_type")] - public string MimeType { get; set; } = default; + public string MimeType { get; set; } = ""; } } diff --git a/src/Mscc.GenerativeAI/Types/Generative/Media.cs b/src/Mscc.GenerativeAI/Types/Generative/Media.cs index fd90772..d3686ce 100644 --- a/src/Mscc.GenerativeAI/Types/Generative/Media.cs +++ b/src/Mscc.GenerativeAI/Types/Generative/Media.cs @@ -103,7 +103,7 @@ public class Media /// public Blobstore2Info Blobstore2Info { get; set; } /// - /// Deprecated, use one of explicit hash type fields instead. These two hash related fields will only be populated on Scotty based media uploads and will contain the content of the hash group in the NotificationRequest: Hex encoded hash value of the uploaded media. + /// Deprecated, use one of explicit hash type fields instead. These two hash related fields will only be populated on Scotty based media uploads and will contain the content of the hash group in the NotificationRequest: Hex encoded hash value of the uploaded media. /// public string Hash { get; set; } /// diff --git a/src/Mscc.GenerativeAI/Types/Generative/PromptFeedback.cs b/src/Mscc.GenerativeAI/Types/Generative/PromptFeedback.cs index 729ea66..579e2ac 100644 --- a/src/Mscc.GenerativeAI/Types/Generative/PromptFeedback.cs +++ b/src/Mscc.GenerativeAI/Types/Generative/PromptFeedback.cs @@ -20,6 +20,6 @@ public class PromptFeedback /// /// Output only. A readable block reason message. /// - public string BlockReasonMessage { get; set; } = default; + public string BlockReasonMessage { get; set; } = ""; } } diff --git a/src/Mscc.GenerativeAI/Types/Generative/Schema.cs b/src/Mscc.GenerativeAI/Types/Generative/Schema.cs index cd2624b..23f38da 100644 --- a/src/Mscc.GenerativeAI/Types/Generative/Schema.cs +++ b/src/Mscc.GenerativeAI/Types/Generative/Schema.cs @@ -17,11 +17,11 @@ public class Schema /// for NUMBER type: float, double /// for INTEGER type: int32, int64 /// - public string Format { get; set; } = default; + public string Format { get; set; } = ""; /// /// Optional. A brief description of the parameter. This could contain examples of use. Parameter description may be formatted as Markdown. /// - public string Description { get; set; } = default; + public string Description { get; set; } = ""; /// /// Optional. Indicates if the value may be null. /// diff --git a/src/Mscc.GenerativeAI/Types/ImageGeneration/ImageGenerationRequest.cs b/src/Mscc.GenerativeAI/Types/ImageGeneration/ImageGenerationRequest.cs index 399e81d..cec16c7 100644 --- a/src/Mscc.GenerativeAI/Types/ImageGeneration/ImageGenerationRequest.cs +++ b/src/Mscc.GenerativeAI/Types/ImageGeneration/ImageGenerationRequest.cs @@ -16,7 +16,7 @@ public class ImageGenerationRequest /// /// /// - public IEnumerable Instances { get; set; } + public IEnumerable? Instances { get; set; } /// /// diff --git a/src/Mscc.GenerativeAI/Types/ImageGeneration/ImageTextResponse.cs b/src/Mscc.GenerativeAI/Types/ImageGeneration/ImageTextResponse.cs index 8b3d4db..a7bad68 100644 --- a/src/Mscc.GenerativeAI/Types/ImageGeneration/ImageTextResponse.cs +++ b/src/Mscc.GenerativeAI/Types/ImageGeneration/ImageTextResponse.cs @@ -8,26 +8,26 @@ public class ImageTextResponse /// /// List of text strings representing captions, sorted by confidence. /// - public string[] Predictions { get; set; } + public string[]? Predictions { get; set; } /// /// /// - public string DeployedModelId { get; set; } + public string? DeployedModelId { get; set; } /// /// /// - public string Model { get; set; } + public string? Model { get; set; } /// /// /// - public string ModelDisplayName { get; set; } + public string? ModelDisplayName { get; set; } /// /// /// - public string ModelVersionId { get; set; } + public string? ModelVersionId { get; set; } } } \ No newline at end of file diff --git a/src/Mscc.GenerativeAI/VertexAI.cs b/src/Mscc.GenerativeAI/VertexAI.cs index 8abe14f..4961346 100644 --- a/src/Mscc.GenerativeAI/VertexAI.cs +++ b/src/Mscc.GenerativeAI/VertexAI.cs @@ -14,7 +14,7 @@ namespace Mscc.GenerativeAI /// See Model reference. /// See also https://cloud.google.com/nodejs/docs/reference/vertexai/latest/vertexai/vertexinit /// - public sealed class VertexAI : GenerationBase, IGenerativeAI + public sealed class VertexAI : BaseLogger, IGenerativeAI { private readonly string? _projectId; private readonly string _region = "us-central1"; @@ -51,7 +51,7 @@ private VertexAI(ILogger? logger = null) : base(logger) /// Optional. Region to use (default: "us-central1"). /// Optional. Logger instance used for logging /// Thrown when is . - public VertexAI(string projectId, string? region = null, ILogger? logger = null) : this(logger) + public VertexAI(string? projectId, string? region = null, ILogger? logger = null) : this(logger) { _projectId ??= projectId ?? throw new ArgumentNullException(nameof(projectId)); _region = region ?? _region; diff --git a/tests/Mscc.GenerativeAI/ConfigurationFixture.cs b/tests/Mscc.GenerativeAI/ConfigurationFixture.cs index 5f9515e..8c3ec5f 100644 --- a/tests/Mscc.GenerativeAI/ConfigurationFixture.cs +++ b/tests/Mscc.GenerativeAI/ConfigurationFixture.cs @@ -14,11 +14,11 @@ public class ConfigurationFixture : ICollectionFixture { private IConfiguration Configuration { get; } - public string ApiKey { get; set; } = default; - public string ProjectId { get; set; } = default; - public string Region { get; set; } = default; - public string AccessToken { get; set; } = default; - public string ServiceAccount { get; set; } + public string? ApiKey { get; set; } + public string? ProjectId { get; set; } + public string? Region { get; set; } + public string? AccessToken { get; set; } + public string? ServiceAccount { get; set; } // Todo: Handle envVar GOOGLE_APPLICATION_CREDENTIALS @@ -68,7 +68,7 @@ public ConfigurationFixture() ServiceAccount = Configuration["service_account"]; } - private string RunExternalExe(string filename, string arguments = null) + private string RunExternalExe(string filename, string arguments) { var process = new Process(); From 2f10ff6b6ff3ee698210509fb5cd3e780785a084 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Wed, 30 Oct 2024 09:52:27 +0400 Subject: [PATCH 71/79] update CHANGELOG --- src/Mscc.GenerativeAI/CHANGELOG.md | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/src/Mscc.GenerativeAI/CHANGELOG.md b/src/Mscc.GenerativeAI/CHANGELOG.md index c05c178..39fd516 100644 --- a/src/Mscc.GenerativeAI/CHANGELOG.md +++ b/src/Mscc.GenerativeAI/CHANGELOG.md @@ -20,7 +20,8 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 ### Changed -- +- improve regarding XMLdoc, typos, and non-nullable properties + ### Fixed - fix Application Default Credentials (ADC) has been loaded automatically even I use API Key auth. [#9](https://github.com/mscraftsman/generative-ai/issues/9) From a6e4a594781d840335dd1ded419ef7bf73960f24 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Wed, 30 Oct 2024 10:36:26 +0400 Subject: [PATCH 72/79] fix Exception thrown in Google App Engine #26 --- src/Mscc.GenerativeAI/BaseGeneration.cs | 38 +++++++++++++----------- src/Mscc.GenerativeAI/CHANGELOG.md | 1 + src/Mscc.GenerativeAI/GenerativeModel.cs | 26 ++++++++-------- 3 files changed, 35 insertions(+), 30 deletions(-) diff --git a/src/Mscc.GenerativeAI/BaseGeneration.cs b/src/Mscc.GenerativeAI/BaseGeneration.cs index fbfd021..06578e9 100644 --- a/src/Mscc.GenerativeAI/BaseGeneration.cs +++ b/src/Mscc.GenerativeAI/BaseGeneration.cs @@ -2,12 +2,10 @@ using System; using System.Collections.Generic; using System.IO; -using System.Linq; using System.Net.Http; using System.Security.Authentication; using System.Text.Json; using System.Text.Json.Serialization; -using System.Threading; using System.Threading.Tasks; #endif using Microsoft.Extensions.Logging; @@ -57,7 +55,7 @@ public abstract class BaseGeneration : GenerationBase internal string Model { get => _model; - set => _model = value.SanitizeModelName() ?? throw new ArgumentNullException(); + set => _model = value.SanitizeModelName(); } /// @@ -221,9 +219,9 @@ protected string Serialize(T request) /// /// Return deserialized object from JSON response. /// - /// - /// - /// + /// Type to deserialize response into. + /// Response from an API call in JSON format. + /// An instance of type T. protected async Task Deserialize(HttpResponseMessage response) { #if NET472_OR_GREATER || NETSTANDARD2_0 @@ -238,8 +236,8 @@ protected async Task Deserialize(HttpResponseMessage response) /// /// Get default options for JSON serialization. /// - /// - internal JsonSerializerOptions DefaultJsonSerializerOptions() + /// default options for JSON serialization. + private JsonSerializerOptions DefaultJsonSerializerOptions() { var options = new JsonSerializerOptions(JsonSerializerDefaults.Web) { @@ -258,10 +256,11 @@ internal JsonSerializerOptions DefaultJsonSerializerOptions() } /// - /// + /// Get credentials from specified file. /// - /// - /// + /// This would usually be the secret.json file from Google Cloud Platform. + /// File with credentials to read. + /// Credentials read from file. private Credentials? GetCredentialsFromFile(string credentialsFile) { Credentials? credentials = null; @@ -306,6 +305,8 @@ protected string GetAccessTokenFromAdc() private string RunExternalExe(string filename, string arguments) { var process = new Process(); + var stdOutput = new StringBuilder(); + var stdError = new StringBuilder(); process.StartInfo.FileName = filename; if (!string.IsNullOrEmpty(arguments)) @@ -319,20 +320,20 @@ private string RunExternalExe(string filename, string arguments) process.StartInfo.RedirectStandardError = true; process.StartInfo.RedirectStandardOutput = true; - var stdOutput = new StringBuilder(); - process.OutputDataReceived += (sender, args) => stdOutput.AppendLine(args.Data); // Use AppendLine rather than Append since args.Data is one line of output, not including the newline character. + // Use AppendLine rather than Append since args.Data is one line of output, not including the newline character. + process.OutputDataReceived += (sender, args) => stdOutput.AppendLine(args.Data); + process.ErrorDataReceived += (sender, args) => stdError.AppendLine(args.Data); - string stdError; try { process.Start(); process.BeginOutputReadLine(); - stdError = process.StandardError.ReadToEnd(); process.WaitForExit(); } catch (Exception e) { - throw new Exception("OS error while executing " + Format(filename, arguments)+ ": " + e.Message, e); + // throw new Exception("OS error while executing " + Format(filename, arguments)+ ": " + e.Message, e); + return string.Empty; } if (process.ExitCode == 0) @@ -343,9 +344,10 @@ private string RunExternalExe(string filename, string arguments) { var message = new StringBuilder(); - if (!string.IsNullOrEmpty(stdError)) + if (stdError.Length > 0) { - message.AppendLine(stdError); + message.AppendLine("Err output:"); + message.AppendLine(stdError.ToString()); } if (stdOutput.Length != 0) diff --git a/src/Mscc.GenerativeAI/CHANGELOG.md b/src/Mscc.GenerativeAI/CHANGELOG.md index 39fd516..018ad12 100644 --- a/src/Mscc.GenerativeAI/CHANGELOG.md +++ b/src/Mscc.GenerativeAI/CHANGELOG.md @@ -25,6 +25,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 ### Fixed - fix Application Default Credentials (ADC) has been loaded automatically even I use API Key auth. [#9](https://github.com/mscraftsman/generative-ai/issues/9) +- fix Exception thrown in Google App Engine [#26](https://github.com/mscraftsman/generative-ai/issues/26) ## 1.8.0 diff --git a/src/Mscc.GenerativeAI/GenerativeModel.cs b/src/Mscc.GenerativeAI/GenerativeModel.cs index b6c8d1c..020bac9 100644 --- a/src/Mscc.GenerativeAI/GenerativeModel.cs +++ b/src/Mscc.GenerativeAI/GenerativeModel.cs @@ -30,7 +30,6 @@ public class GenerativeModel : GenerationBase private readonly bool _useVertexAi; private readonly string _publisher = "google"; private readonly JsonSerializerOptions _options; - private readonly Credentials? _credentials; private readonly CachedContent? _cachedContent; private string _model; @@ -121,7 +120,7 @@ private string Method private string Model { - set => _model = value.SanitizeModelName() ?? throw new ArgumentNullException(); + set => _model = value.SanitizeModelName(); } /// @@ -300,12 +299,12 @@ internal GenerativeModel(string? projectId = null, string? region = null, Environment.GetEnvironmentVariable("GOOGLE_WEB_CREDENTIALS") ?? Path.Combine(Environment.GetFolderPath(Environment.SpecialFolder.ApplicationData), "gcloud", "application_default_credentials.json"); - _credentials = GetCredentialsFromFile(credentialsFile); + Credentials? credentials = GetCredentialsFromFile(credentialsFile); AccessToken = Environment.GetEnvironmentVariable("GOOGLE_ACCESS_TOKEN") ?? GetAccessTokenFromAdc(); ProjectId = projectId ?? Environment.GetEnvironmentVariable("GOOGLE_PROJECT_ID") ?? - _credentials?.ProjectId ?? + credentials?.ProjectId ?? _projectId; _region = region ?? _region; Model = model ?? _model; @@ -1683,7 +1682,7 @@ private string Serialize(T request) /// /// /// - private async Task Deserialize(HttpResponseMessage? response) + private async Task Deserialize(HttpResponseMessage response) { #if NET472_OR_GREATER || NETSTANDARD2_0 var json = await response.Content.ReadAsStringAsync(); @@ -1763,6 +1762,8 @@ private string GetAccessTokenFromAdc() private string RunExternalExe(string filename, string arguments) { var process = new Process(); + var stdOutput = new StringBuilder(); + var stdError = new StringBuilder(); process.StartInfo.FileName = filename; if (!string.IsNullOrEmpty(arguments)) @@ -1776,20 +1777,20 @@ private string RunExternalExe(string filename, string arguments) process.StartInfo.RedirectStandardError = true; process.StartInfo.RedirectStandardOutput = true; - var stdOutput = new StringBuilder(); - process.OutputDataReceived += (sender, args) => stdOutput.AppendLine(args.Data); // Use AppendLine rather than Append since args.Data is one line of output, not including the newline character. + // Use AppendLine rather than Append since args.Data is one line of output, not including the newline character. + process.OutputDataReceived += (sender, args) => stdOutput.AppendLine(args.Data); + process.ErrorDataReceived += (sender, args) => stdError.AppendLine(args.Data); - string stdError; try { process.Start(); process.BeginOutputReadLine(); - stdError = process.StandardError.ReadToEnd(); process.WaitForExit(); } catch (Exception e) { - throw new Exception("OS error while executing " + Format(filename, arguments)+ ": " + e.Message, e); + // throw new Exception("OS error while executing " + Format(filename, arguments)+ ": " + e.Message, e); + return string.Empty; } if (process.ExitCode == 0) @@ -1800,9 +1801,10 @@ private string RunExternalExe(string filename, string arguments) { var message = new StringBuilder(); - if (!string.IsNullOrEmpty(stdError)) + if (stdError.Length > 0) { - message.AppendLine(stdError); + message.AppendLine("Err output:"); + message.AppendLine(stdError.ToString()); } if (stdOutput.Length != 0) From 3f4fcef821c9c1932cab424af12317cdc9bb1de3 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Wed, 30 Oct 2024 10:38:13 +0400 Subject: [PATCH 73/79] housekeeping --- src/Mscc.GenerativeAI/BaseGeneration.cs | 8 +++----- 1 file changed, 3 insertions(+), 5 deletions(-) diff --git a/src/Mscc.GenerativeAI/BaseGeneration.cs b/src/Mscc.GenerativeAI/BaseGeneration.cs index 06578e9..41afc2a 100644 --- a/src/Mscc.GenerativeAI/BaseGeneration.cs +++ b/src/Mscc.GenerativeAI/BaseGeneration.cs @@ -268,10 +268,8 @@ private JsonSerializerOptions DefaultJsonSerializerOptions() { var options = DefaultJsonSerializerOptions(); options.PropertyNamingPolicy = JsonNamingPolicy.SnakeCaseLower; - using (var stream = new FileStream(credentialsFile, FileMode.Open, FileAccess.Read)) - { - credentials = JsonSerializer.Deserialize(stream, options); - } + using var stream = new FileStream(credentialsFile, FileMode.Open, FileAccess.Read); + credentials = JsonSerializer.Deserialize(stream, options); } return credentials; @@ -283,7 +281,7 @@ private JsonSerializerOptions DefaultJsonSerializerOptions() /// Reference: https://cloud.google.com/docs/authentication /// /// The access token. - protected string GetAccessTokenFromAdc() + private string GetAccessTokenFromAdc() { if (System.Runtime.InteropServices.RuntimeInformation.IsOSPlatform(System.Runtime.InteropServices.OSPlatform.Windows)) { From e56144f14ab3c08043a8c2c61099b296d2f99110 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Thu, 19 Sep 2024 10:32:56 +0400 Subject: [PATCH 74/79] derive classes from abstract class for logging --- src/Mscc.GenerativeAI/BaseGeneration.cs | 2 +- src/Mscc.GenerativeAI/GenerativeModel.cs | 2 +- src/Mscc.GenerativeAI/GoogleAI.cs | 2 +- 3 files changed, 3 insertions(+), 3 deletions(-) diff --git a/src/Mscc.GenerativeAI/BaseGeneration.cs b/src/Mscc.GenerativeAI/BaseGeneration.cs index 41afc2a..0cfdbcd 100644 --- a/src/Mscc.GenerativeAI/BaseGeneration.cs +++ b/src/Mscc.GenerativeAI/BaseGeneration.cs @@ -17,7 +17,7 @@ namespace Mscc.GenerativeAI { - public abstract class BaseGeneration : GenerationBase + public abstract class BaseGeneration : BaseLogger { private const string EndpointGoogleAi = "https://generativelanguage.googleapis.com"; diff --git a/src/Mscc.GenerativeAI/GenerativeModel.cs b/src/Mscc.GenerativeAI/GenerativeModel.cs index 020bac9..cb74a62 100644 --- a/src/Mscc.GenerativeAI/GenerativeModel.cs +++ b/src/Mscc.GenerativeAI/GenerativeModel.cs @@ -21,7 +21,7 @@ namespace Mscc.GenerativeAI { - public class GenerativeModel : GenerationBase + public class GenerativeModel : BaseLogger { private const string EndpointGoogleAi = "https://generativelanguage.googleapis.com"; private const string UrlGoogleAi = "{endpointGoogleAI}/{version}/{model}:{method}"; diff --git a/src/Mscc.GenerativeAI/GoogleAI.cs b/src/Mscc.GenerativeAI/GoogleAI.cs index bbac8bf..2bc1550 100644 --- a/src/Mscc.GenerativeAI/GoogleAI.cs +++ b/src/Mscc.GenerativeAI/GoogleAI.cs @@ -16,7 +16,7 @@ namespace Mscc.GenerativeAI /// /// See Model reference. /// - public sealed class GoogleAI : GenerationBase, IGenerativeAI + public sealed class GoogleAI : BaseLogger, IGenerativeAI { private readonly string? _apiKey; private readonly string? _accessToken; From bfd58ef1289cc097bd6f285f967613693f981249 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Wed, 30 Oct 2024 13:23:16 +0400 Subject: [PATCH 75/79] amend access modifiers --- src/Mscc.GenerativeAI/Types/Generative/Credentials.cs | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/src/Mscc.GenerativeAI/Types/Generative/Credentials.cs b/src/Mscc.GenerativeAI/Types/Generative/Credentials.cs index eace5db..e7241f4 100644 --- a/src/Mscc.GenerativeAI/Types/Generative/Credentials.cs +++ b/src/Mscc.GenerativeAI/Types/Generative/Credentials.cs @@ -5,7 +5,7 @@ namespace Mscc.GenerativeAI /// It de/serializes the content of the client_secret.json file for OAuth 2.0 /// using either Desktop or Web approach, and supports Service Accounts on Google Cloud Platform. /// - internal class Credentials : ClientSecrets + public sealed class Credentials : ClientSecrets { private string _projectId; @@ -47,7 +47,7 @@ public string ProjectId /// /// Project ID (quota) in Google Cloud Platform. /// - public virtual string QuotaProjectId + public string QuotaProjectId { get => _projectId; set => _projectId = value; @@ -58,7 +58,7 @@ public virtual string QuotaProjectId /// Represents the content of a client_secret.json file used in Google Cloud Platform /// to authenticate a user or service account. /// - internal class ClientSecrets + public class ClientSecrets { /// /// Client ID From 716e1a4b12105914f742d4362618e4fa084b4091 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Wed, 30 Oct 2024 13:24:16 +0400 Subject: [PATCH 76/79] add logs with LogLevel using the Standard logging in .NET #6 --- .../{BaseGeneration.cs => BaseModel.cs} | 0 src/Mscc.GenerativeAI/CachedContentModel.cs | 16 ++++--- src/Mscc.GenerativeAI/FilesModel.cs | 21 +++++---- src/Mscc.GenerativeAI/ImageGenerationModel.cs | 5 +- src/Mscc.GenerativeAI/ImageTextModel.cs | 5 +- src/Mscc.GenerativeAI/MediaModel.cs | 46 +++++++++++-------- .../{GenerationBase.cs => BaseLogger.cs} | 12 ++--- 7 files changed, 61 insertions(+), 44 deletions(-) rename src/Mscc.GenerativeAI/{BaseGeneration.cs => BaseModel.cs} (100%) rename src/Mscc.GenerativeAI/Types/{GenerationBase.cs => BaseLogger.cs} (51%) diff --git a/src/Mscc.GenerativeAI/BaseGeneration.cs b/src/Mscc.GenerativeAI/BaseModel.cs similarity index 100% rename from src/Mscc.GenerativeAI/BaseGeneration.cs rename to src/Mscc.GenerativeAI/BaseModel.cs diff --git a/src/Mscc.GenerativeAI/CachedContentModel.cs b/src/Mscc.GenerativeAI/CachedContentModel.cs index 7ff13d3..17da2b0 100644 --- a/src/Mscc.GenerativeAI/CachedContentModel.cs +++ b/src/Mscc.GenerativeAI/CachedContentModel.cs @@ -6,6 +6,7 @@ using System.Threading; using System.Threading.Tasks; #endif +using Microsoft.Extensions.Logging; using System.Text; namespace Mscc.GenerativeAI @@ -14,17 +15,20 @@ namespace Mscc.GenerativeAI /// Content that has been preprocessed and can be used in subsequent request to GenerativeService. /// Cached content can be only used with model it was created for. /// - public class CachedContentModel : BaseGeneration + public sealed class CachedContentModel : BaseModel { protected override string Version => ApiVersion.V1Beta; - private const string EndpointGoogleAi = "https://generativelanguage.googleapis.com"; /// - /// + /// Initializes a new instance of the class. /// - public CachedContentModel() - { - } + public CachedContentModel() : this(logger: null) { } + + /// + /// Initializes a new instance of the class. + /// + /// Optional. Logger instance used for logging + public CachedContentModel(ILogger? logger = null) : base(logger) { } /// /// Creates CachedContent resource. diff --git a/src/Mscc.GenerativeAI/FilesModel.cs b/src/Mscc.GenerativeAI/FilesModel.cs index 8955670..7aef390 100644 --- a/src/Mscc.GenerativeAI/FilesModel.cs +++ b/src/Mscc.GenerativeAI/FilesModel.cs @@ -1,22 +1,27 @@ #if NET472_OR_GREATER || NETSTANDARD2_0 using System; using System.Collections.Generic; -using System.IO; -using System.Linq; using System.Net.Http; -using System.Security.Authentication; -using System.Text.Json; -using System.Text.Json.Serialization; -using System.Threading; using System.Threading.Tasks; #endif +using Microsoft.Extensions.Logging; namespace Mscc.GenerativeAI { - public class FilesModel : BaseGeneration + public sealed class FilesModel : BaseModel { protected override string Version => ApiVersion.V1Beta; - private const string EndpointGoogleAi = "https://generativelanguage.googleapis.com"; + + /// + /// Initializes a new instance of the class. + /// + public FilesModel() : this(logger: null) { } + + /// + /// Initializes a new instance of the class. + /// + /// Optional. Logger instance used for logging + public FilesModel(ILogger? logger) : base(logger) { } /// /// Lists the metadata for Files owned by the requesting project. diff --git a/src/Mscc.GenerativeAI/ImageGenerationModel.cs b/src/Mscc.GenerativeAI/ImageGenerationModel.cs index 30dc41b..3ad42e5 100644 --- a/src/Mscc.GenerativeAI/ImageGenerationModel.cs +++ b/src/Mscc.GenerativeAI/ImageGenerationModel.cs @@ -13,7 +13,7 @@ namespace Mscc.GenerativeAI /// Name of the model that supports image generation. /// The can create high quality visual assets in seconds and brings Google's state-of-the-art vision and multimodal generative AI capabilities to application developers. /// - public class ImageGenerationModel : BaseGeneration + public sealed class ImageGenerationModel : BaseModel { private const string UrlVertexAi = "https://{region}-aiplatform.googleapis.com/{version}/projects/{projectId}/locations/{region}/publishers/{publisher}/models/{model}:{method}"; @@ -35,8 +35,9 @@ public ImageGenerationModel(ILogger? logger = null) : base(logger) { } /// Identifier of the Google Cloud project /// Region to use /// Model to use + /// Optional. Logger instance used for logging public ImageGenerationModel(string? projectId = null, string? region = null, - string? model = null) : base(projectId, region, model) + string? model = null, ILogger? logger = null) : base(projectId, region, model, logger) { } diff --git a/src/Mscc.GenerativeAI/ImageTextModel.cs b/src/Mscc.GenerativeAI/ImageTextModel.cs index 2271af0..4108758 100644 --- a/src/Mscc.GenerativeAI/ImageTextModel.cs +++ b/src/Mscc.GenerativeAI/ImageTextModel.cs @@ -13,7 +13,7 @@ namespace Mscc.GenerativeAI /// Name of the model that supports image captioning. /// generates a caption from an image you provide based on the language that you specify. The model supports the following languages: English (en), German (de), French (fr), Spanish (es) and Italian (it). /// - public class ImageTextModel : BaseGeneration + public sealed class ImageTextModel : BaseModel { private const string UrlVertexAi = "https://{region}-aiplatform.googleapis.com/{version}/projects/{projectId}/locations/{region}/publishers/{publisher}/models/{model}:{method}"; @@ -35,8 +35,9 @@ public ImageTextModel(ILogger? logger = null) : base(logger) { } /// Identifier of the Google Cloud project /// Region to use /// Model to use + /// Optional. Logger instance used for logging public ImageTextModel(string? projectId = null, string? region = null, - string? model = null) : base(projectId, region, model) + string? model = null, ILogger? logger = null) : base(projectId, region, model, logger) { } diff --git a/src/Mscc.GenerativeAI/MediaModel.cs b/src/Mscc.GenerativeAI/MediaModel.cs index 955d4c8..fd80abe 100644 --- a/src/Mscc.GenerativeAI/MediaModel.cs +++ b/src/Mscc.GenerativeAI/MediaModel.cs @@ -2,24 +2,31 @@ using System; using System.Collections.Generic; using System.IO; -using System.Linq; using System.Net.Http; -using System.Security.Authentication; -using System.Text.Json; -using System.Text.Json.Serialization; using System.Threading; using System.Threading.Tasks; #endif +using Microsoft.Extensions.Logging; using System.Net.Http.Headers; using System.Text; namespace Mscc.GenerativeAI { - public class MediaModel : BaseGeneration + public sealed class MediaModel : BaseModel { protected override string Version => ApiVersion.V1Beta; - private const string EndpointGoogleAi = "https://generativelanguage.googleapis.com"; + /// + /// Initializes a new instance of the class. + /// + public MediaModel() : this(logger: null) { } + + /// + /// Initializes a new instance of the class. + /// + /// Optional. Logger instance used for logging + public MediaModel(ILogger? logger) : base(logger) { } + /// /// Uploads a file to the File API backend. /// @@ -68,21 +75,20 @@ public async Task UploadFile(string uri, }); string json = Serialize(request); - using (var fs = new FileStream(uri, FileMode.Open)){ - var multipartContent = new MultipartContent("related"); - multipartContent.Add(new StringContent(json, Encoding.UTF8, Constants.MediaType)); - multipartContent.Add(new StreamContent(fs, (int)Constants.ChunkSize) - { - Headers = { - ContentType = new MediaTypeHeaderValue(mimeType), - ContentLength = totalBytes - } - }); + using var fs = new FileStream(uri, FileMode.Open); + var multipartContent = new MultipartContent("related"); + multipartContent.Add(new StringContent(json, Encoding.UTF8, Constants.MediaType)); + multipartContent.Add(new StreamContent(fs, (int)Constants.ChunkSize) + { + Headers = { + ContentType = new MediaTypeHeaderValue(mimeType), + ContentLength = totalBytes + } + }); - var response = await Client.PostAsync(url, multipartContent, cancellationToken); - await response.EnsureSuccessAsync(); - return await Deserialize(response); - } + var response = await Client.PostAsync(url, multipartContent, cancellationToken); + await response.EnsureSuccessAsync(); + return await Deserialize(response); } /// diff --git a/src/Mscc.GenerativeAI/Types/GenerationBase.cs b/src/Mscc.GenerativeAI/Types/BaseLogger.cs similarity index 51% rename from src/Mscc.GenerativeAI/Types/GenerationBase.cs rename to src/Mscc.GenerativeAI/Types/BaseLogger.cs index 3f8bcbc..a349ed2 100644 --- a/src/Mscc.GenerativeAI/Types/GenerationBase.cs +++ b/src/Mscc.GenerativeAI/Types/BaseLogger.cs @@ -3,17 +3,17 @@ namespace Mscc.GenerativeAI { - public abstract class GenerationBase + /// + /// Abstract base type with logging instance. + /// + public abstract class BaseLogger { protected ILogger Logger { get; } /// - /// + /// Base constructor to set the instance. /// /// Optional. Logger instance used for logging - protected GenerationBase(ILogger? logger) - { - this.Logger = logger ?? NullLogger.Instance; - } + protected BaseLogger(ILogger? logger) => Logger = logger ?? NullLogger.Instance; } } \ No newline at end of file From 7795d1956d35ce7baeec8a74a0b0dce06e145534 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Wed, 30 Oct 2024 13:25:00 +0400 Subject: [PATCH 77/79] log exception of running an external application --- src/Mscc.GenerativeAI/BaseModel.cs | 2 +- src/Mscc.GenerativeAI/CHANGELOG.md | 5 ++++- .../Logging/GenerativeModelLogMessages.cs | 10 ++++++++++ 3 files changed, 15 insertions(+), 2 deletions(-) diff --git a/src/Mscc.GenerativeAI/BaseModel.cs b/src/Mscc.GenerativeAI/BaseModel.cs index 0cfdbcd..fad54a9 100644 --- a/src/Mscc.GenerativeAI/BaseModel.cs +++ b/src/Mscc.GenerativeAI/BaseModel.cs @@ -330,7 +330,7 @@ private string RunExternalExe(string filename, string arguments) } catch (Exception e) { - // throw new Exception("OS error while executing " + Format(filename, arguments)+ ": " + e.Message, e); + Logger.LogRunExternalExe("OS error while executing " + Format(filename, arguments)+ ": " + e.Message); return string.Empty; } diff --git a/src/Mscc.GenerativeAI/CHANGELOG.md b/src/Mscc.GenerativeAI/CHANGELOG.md index 018ad12..eb3c5ea 100644 --- a/src/Mscc.GenerativeAI/CHANGELOG.md +++ b/src/Mscc.GenerativeAI/CHANGELOG.md @@ -10,7 +10,6 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 ### Added - Feature suggestion: Retry mechanism ([#2](https://github.com/mscraftsman/generative-ai/issues/2)) -- Feature suggestion: Add logs with LogLevel using the Standard logging in .NET ([#6](https://github.com/mscraftsman/generative-ai/issues/6)) - implement Automatic Function Call (AFC) ### Changed @@ -18,6 +17,10 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 ## 1.8.1 +### Added + +- add logs with LogLevel using the Standard logging in .NET ([#6](https://github.com/mscraftsman/generative-ai/issues/6)) - thanks @doggy8088 + ### Changed - improve regarding XMLdoc, typos, and non-nullable properties diff --git a/src/Mscc.GenerativeAI/Logging/GenerativeModelLogMessages.cs b/src/Mscc.GenerativeAI/Logging/GenerativeModelLogMessages.cs index c76149f..c67c285 100644 --- a/src/Mscc.GenerativeAI/Logging/GenerativeModelLogMessages.cs +++ b/src/Mscc.GenerativeAI/Logging/GenerativeModelLogMessages.cs @@ -44,5 +44,15 @@ public static partial void LogGenerativeModelInvokingRequest( string methodName, string url, string payload); + + /// + /// Logs when exception thrown to run an external application. + /// + /// Optional. Logger instance used for logging + /// Message of to log. + [LoggerMessage(EventId = 0, Level = LogLevel.Warning, Message = "{Message}")] + public static partial void LogRunExternalExe( + this ILogger logger, + string message); } } \ No newline at end of file From 336d540237051385bfcf73c9b0756101957c03ef Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Wed, 30 Oct 2024 13:27:35 +0400 Subject: [PATCH 78/79] bump version --- README.md | 2 +- VERSION | 2 +- src/Mscc.GenerativeAI.Google/CHANGELOG.md | 6 ++++++ src/Mscc.GenerativeAI.Web/CHANGELOG.md | 6 ++++++ 4 files changed, 14 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 216a7f4..86c6205 100644 --- a/README.md +++ b/README.md @@ -35,7 +35,7 @@ Alternatively, add the following line to your `.csproj` file. ```text - + ``` diff --git a/VERSION b/VERSION index afa2b35..b9268da 100644 --- a/VERSION +++ b/VERSION @@ -1 +1 @@ -1.8.0 \ No newline at end of file +1.8.1 \ No newline at end of file diff --git a/src/Mscc.GenerativeAI.Google/CHANGELOG.md b/src/Mscc.GenerativeAI.Google/CHANGELOG.md index 03a8a09..64c2bf5 100644 --- a/src/Mscc.GenerativeAI.Google/CHANGELOG.md +++ b/src/Mscc.GenerativeAI.Google/CHANGELOG.md @@ -11,6 +11,12 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 ### Changed ### Fixed +## 1.8.1 + +### Changed + +- bump version + ## 1.8.0 ### Changed diff --git a/src/Mscc.GenerativeAI.Web/CHANGELOG.md b/src/Mscc.GenerativeAI.Web/CHANGELOG.md index ab8287d..ff5950a 100644 --- a/src/Mscc.GenerativeAI.Web/CHANGELOG.md +++ b/src/Mscc.GenerativeAI.Web/CHANGELOG.md @@ -11,6 +11,12 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 ### Changed ### Fixed +## 1.8.1 + +### Changed + +- bump version + ## 1.8.0 ### Changed From 1d4848f58c945aa1f7b2d1e1f032011d46d7fcaa Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jochen=20Kirst=C3=A4tter?= <7329802+jochenkirstaetter@users.noreply.github.com> Date: Wed, 30 Oct 2024 14:16:36 +0400 Subject: [PATCH 79/79] refactoring after rebase and botched merges --- src/Mscc.GenerativeAI/BaseModel.cs | 55 ++- src/Mscc.GenerativeAI/GenerativeModel.cs | 437 +++--------------- src/Mscc.GenerativeAI/ImageGenerationModel.cs | 9 +- src/Mscc.GenerativeAI/ImageTextModel.cs | 9 +- 4 files changed, 95 insertions(+), 415 deletions(-) diff --git a/src/Mscc.GenerativeAI/BaseModel.cs b/src/Mscc.GenerativeAI/BaseModel.cs index fad54a9..11206c1 100644 --- a/src/Mscc.GenerativeAI/BaseModel.cs +++ b/src/Mscc.GenerativeAI/BaseModel.cs @@ -17,19 +17,18 @@ namespace Mscc.GenerativeAI { - public abstract class BaseGeneration : BaseLogger + public abstract class BaseModel : BaseLogger { - private const string EndpointGoogleAi = "https://generativelanguage.googleapis.com"; + protected const string EndpointGoogleAi = "https://generativelanguage.googleapis.com"; - protected readonly string _region = "us-central1"; protected readonly string _publisher = "google"; protected readonly JsonSerializerOptions _options; - internal readonly Credentials? _credentials; protected string _model; protected string? _apiKey; protected string? _accessToken; protected string? _projectId; + protected string _region = "us-central1"; #if NET472_OR_GREATER || NETSTANDARD2_0 protected static readonly Version _httpVersion = HttpVersion.Version11; @@ -86,6 +85,19 @@ public string? ApiKey } } + /// + /// Sets the access token to use for the request. + /// + public string? AccessToken + { + set + { + _accessToken = value; + if (value != null) + Client.DefaultRequestHeaders.Authorization = new AuthenticationHeaderValue("Bearer", _accessToken); + } + } + /// /// Sets the project ID to use for the request. /// @@ -107,18 +119,14 @@ public string? ProjectId } } } - + /// - /// Sets the access token to use for the request. + /// Returns the region to use for the request. /// - public string? AccessToken + public string Region { - set - { - _accessToken = value; - if (value != null) - Client.DefaultRequestHeaders.Authorization = new AuthenticationHeaderValue("Bearer", _accessToken); - } + get => _region; + set => _region = value; } /// @@ -134,17 +142,10 @@ public TimeSpan Timeout /// /// /// Optional. Logger instance used for logging - public BaseGeneration(ILogger? logger = null) : base(logger) + public BaseModel(ILogger? logger = null) : base(logger) { _options = DefaultJsonSerializerOptions(); GenerativeAIExtensions.ReadDotEnv(); - var credentialsFile = - Environment.GetEnvironmentVariable("GOOGLE_APPLICATION_CREDENTIALS") ?? - Environment.GetEnvironmentVariable("GOOGLE_WEB_CREDENTIALS") ?? - Path.Combine(Environment.GetFolderPath(Environment.SpecialFolder.ApplicationData), "gcloud", - "application_default_credentials.json"); - _credentials = GetCredentialsFromFile(credentialsFile); - ApiKey = Environment.GetEnvironmentVariable("GOOGLE_API_KEY"); AccessToken = Environment.GetEnvironmentVariable("GOOGLE_ACCESS_TOKEN"); // ?? GetAccessTokenFromAdc(); Model = Environment.GetEnvironmentVariable("GOOGLE_AI_MODEL") ?? @@ -159,14 +160,20 @@ public BaseGeneration(ILogger? logger = null) : base(logger) /// /// /// Optional. Logger instance used for logging - public BaseGeneration(string? projectId = null, string? region = null, + public BaseModel(string? projectId = null, string? region = null, string? model = null, ILogger? logger = null) : this(logger) { - AccessToken = Environment.GetEnvironmentVariable("GOOGLE_ACCESS_TOKEN") ?? + var credentialsFile = + Environment.GetEnvironmentVariable("GOOGLE_APPLICATION_CREDENTIALS") ?? + Environment.GetEnvironmentVariable("GOOGLE_WEB_CREDENTIALS") ?? + Path.Combine(Environment.GetFolderPath(Environment.SpecialFolder.ApplicationData), "gcloud", + "application_default_credentials.json"); + var credentials = GetCredentialsFromFile(credentialsFile); + AccessToken = _accessToken ?? GetAccessTokenFromAdc(); ProjectId = projectId ?? Environment.GetEnvironmentVariable("GOOGLE_PROJECT_ID") ?? - _credentials?.ProjectId ?? + credentials?.ProjectId ?? _projectId; _region = region ?? _region; Model = model ?? _model; diff --git a/src/Mscc.GenerativeAI/GenerativeModel.cs b/src/Mscc.GenerativeAI/GenerativeModel.cs index cb74a62..035c51b 100644 --- a/src/Mscc.GenerativeAI/GenerativeModel.cs +++ b/src/Mscc.GenerativeAI/GenerativeModel.cs @@ -4,64 +4,32 @@ using System.IO; using System.Linq; using System.Net.Http; -using System.Security.Authentication; using System.Text.Json; -using System.Text.Json.Serialization; using System.Threading; using System.Threading.Tasks; #endif using Microsoft.Extensions.Logging; -using System.Diagnostics; -using System.Net; using System.Net.Http.Headers; using System.Reflection; using System.Runtime.CompilerServices; -using System.Text.RegularExpressions; using System.Text; namespace Mscc.GenerativeAI { - public class GenerativeModel : BaseLogger + public class GenerativeModel : BaseModel { - private const string EndpointGoogleAi = "https://generativelanguage.googleapis.com"; private const string UrlGoogleAi = "{endpointGoogleAI}/{version}/{model}:{method}"; private const string UrlVertexAi = "https://{region}-aiplatform.googleapis.com/{version}/projects/{projectId}/locations/{region}/publishers/{publisher}/{model}:{method}"; private readonly bool _useVertexAi; - private readonly string _publisher = "google"; - private readonly JsonSerializerOptions _options; private readonly CachedContent? _cachedContent; - private string _model; - private string? _apiKey; - private string? _accessToken; - private string? _projectId; - private string _region = "us-central1"; private List? _safetySettings; private GenerationConfig? _generationConfig; private List? _tools; private ToolConfig? _toolConfig; private Content? _systemInstruction; -#if NET472_OR_GREATER || NETSTANDARD2_0 - private static readonly Version _httpVersion = HttpVersion.Version11; - private static readonly HttpClient Client = new HttpClient(new HttpClientHandler - { - SslProtocols = SslProtocols.Tls12 - }); -#else - private static readonly Version _httpVersion = HttpVersion.Version11; - private static readonly HttpClient Client = new HttpClient(new SocketsHttpHandler - { - PooledConnectionLifetime = TimeSpan.FromMinutes(30), - EnableMultipleHttp2Connections = true - }) - { - DefaultRequestVersion = _httpVersion, - DefaultVersionPolicy = HttpVersionPolicy.RequestVersionOrHigher - }; -#endif - private string Url { get @@ -76,7 +44,7 @@ private string Url } } - private string Version + protected override string Version { get { @@ -118,83 +86,6 @@ private string Method internal bool IsVertexAI => _useVertexAi; - private string Model - { - set => _model = value.SanitizeModelName(); - } - - /// - /// Sets the API key to use for the request. - /// - /// - /// The value can only be set or modified before the first request is made. - /// - public string? ApiKey - { - set - { - _apiKey = value; - if (!string.IsNullOrEmpty(_apiKey)) - { - if (Client.DefaultRequestHeaders.Contains("x-goog-api-key")) - { - Client.DefaultRequestHeaders.Remove("x-goog-api-key"); - } - Client.DefaultRequestHeaders.Add("x-goog-api-key", _apiKey); - } - } - } - - /// - /// Sets the project ID to use for the request. - /// - /// - /// The value can only be set or modified before the first request is made. - /// - public string? ProjectId - { - set - { - _projectId = value; - if (!string.IsNullOrEmpty(_projectId)) - { - if (Client.DefaultRequestHeaders.Contains("x-goog-user-project")) - { - Client.DefaultRequestHeaders.Remove("x-goog-user-project"); - } - Client.DefaultRequestHeaders.Add("x-goog-user-project", _projectId); - } - } - } - - /// - /// Returns the region to use for the request. - /// - public string Region - { - get => _region; - set => _region = value; - } - - /// - /// Returns the name of the model. - /// - /// Name of the model. - public string Name => _model; - - /// - /// Sets the access token to use for the request. - /// - public string? AccessToken - { - set - { - _accessToken = value; - if (value != null) - Client.DefaultRequestHeaders.Authorization = new AuthenticationHeaderValue("Bearer", _accessToken); - } - } - /// /// You can enable Server Sent Events (SSE) for gemini-1.0-pro /// @@ -207,16 +98,10 @@ public string? AccessToken /// Activate JSON Mode (default = no) /// public bool UseJsonMode { get; set; } = false; - + /// - /// Gets or sets the timespan to wait before the request times out. + /// Initializes a new instance of the class. /// - public TimeSpan Timeout - { - get => Client.Timeout; - set => Client.Timeout = value; - } - public GenerativeModel() : this(logger: null) { } /// @@ -229,14 +114,6 @@ public GenerativeModel(ILogger? logger = null) : base(logger) { Logger.LogGenerativeModelInvoking(); - _options = DefaultJsonSerializerOptions(); - GenerativeAIExtensions.ReadDotEnv(); - ApiKey = Environment.GetEnvironmentVariable("GOOGLE_API_KEY"); - AccessToken = Environment.GetEnvironmentVariable("GOOGLE_ACCESS_TOKEN"); // ?? GetAccessTokenFromAdc(); - Model = Environment.GetEnvironmentVariable("GOOGLE_AI_MODEL") ?? - GenerativeAI.Model.Gemini15Pro; - _region = Environment.GetEnvironmentVariable("GOOGLE_REGION") ?? _region; - var productHeaderValue = new ProductHeaderValue(name: "Mscc.GenerativeAI", version: Assembly.GetExecutingAssembly().GetName().Version?.ToString()); var productInfoHeaderValue = new ProductInfoHeaderValue(productHeaderValue); @@ -263,13 +140,15 @@ internal GenerativeModel(string? apiKey = null, ToolConfig? toolConfig = null, ILogger? logger = null) : this(logger) { + Logger.LogGenerativeModelInvoking(); + ApiKey = apiKey ?? _apiKey; Model = model ?? _model; _generationConfig ??= generationConfig; _safetySettings ??= safetySettings; - _tools = tools; - _toolConfig = toolConfig; - _systemInstruction = systemInstruction; + _tools ??= tools; + _toolConfig ??= toolConfig; + _systemInstruction ??= systemInstruction; } /// @@ -291,23 +170,11 @@ internal GenerativeModel(string? projectId = null, string? region = null, List? tools = null, Content? systemInstruction = null, ToolConfig? toolConfig = null, - ILogger? logger = null) : this(logger) + ILogger? logger = null) : base(projectId, region, model, logger) { + Logger.LogGenerativeModelInvoking(); + _useVertexAi = true; - var credentialsFile = - Environment.GetEnvironmentVariable("GOOGLE_APPLICATION_CREDENTIALS") ?? - Environment.GetEnvironmentVariable("GOOGLE_WEB_CREDENTIALS") ?? - Path.Combine(Environment.GetFolderPath(Environment.SpecialFolder.ApplicationData), "gcloud", - "application_default_credentials.json"); - Credentials? credentials = GetCredentialsFromFile(credentialsFile); - AccessToken = Environment.GetEnvironmentVariable("GOOGLE_ACCESS_TOKEN") ?? - GetAccessTokenFromAdc(); - ProjectId = projectId ?? - Environment.GetEnvironmentVariable("GOOGLE_PROJECT_ID") ?? - credentials?.ProjectId ?? - _projectId; - _region = region ?? _region; - Model = model ?? _model; _generationConfig = generationConfig; _safetySettings = safetySettings; _tools = tools; @@ -321,10 +188,12 @@ internal GenerativeModel(string? projectId = null, string? region = null, /// Content that has been preprocessed. /// Optional. Configuration options for model generation and outputs. /// Optional. A list of unique SafetySetting instances for blocking unsafe content. + /// Optional. Logger instance used for logging /// Thrown when is null. internal GenerativeModel(CachedContent cachedContent, GenerationConfig? generationConfig = null, - List? safetySettings = null) : this() + List? safetySettings = null, + ILogger? logger = null) : this(logger) { _cachedContent = cachedContent ?? throw new ArgumentNullException(nameof(cachedContent)); @@ -338,6 +207,43 @@ internal GenerativeModel(CachedContent cachedContent, #region Undecided location of methods.Maybe IGenerativeAI might be better... + /// + /// Get a list of available tuned models and description. + /// + /// List of available tuned models. + /// The maximum number of Models to return (per page). + /// A page token, received from a previous ListModels call. Provide the pageToken returned by one request as an argument to the next request to retrieve the next page. + /// Optional. A filter is a full text search over the tuned model's description and display name. By default, results will not include tuned models shared with everyone. Additional operators: - owner:me - writers:me - readers:me - readers:everyone + /// + private async Task> ListTunedModels(int? pageSize = null, + string? pageToken = null, + string? filter = null) + { + if (_useVertexAi) + { + throw new NotSupportedException(); + } + + if (!string.IsNullOrEmpty(_apiKey)) + { + throw new NotSupportedException("Accessing tuned models via API key is not provided. Setup OAuth for your project."); + } + + var url = "{endpointGoogleAI}/{Version}/tunedModels"; // v1beta3 + var queryStringParams = new Dictionary() + { + [nameof(pageSize)] = Convert.ToString(pageSize), + [nameof(pageToken)] = pageToken, + [nameof(filter)] = filter + }; + + url = ParseUrl(url).AddQueryString(queryStringParams); + var response = await Client.GetAsync(url); + await response.EnsureSuccessAsync(); + var models = await Deserialize(response); + return models?.TunedModels!; + } + /// /// Lists models available through the API. /// @@ -1592,244 +1498,5 @@ public async Task BatchEmbedText(BatchEmbedTextRequest reques } #endregion - - #region "Private methods" - - /// - /// Get a list of available tuned models and description. - /// - /// List of available tuned models. - /// The maximum number of Models to return (per page). - /// A page token, received from a previous ListModels call. Provide the pageToken returned by one request as an argument to the next request to retrieve the next page. - /// Optional. A filter is a full text search over the tuned model's description and display name. By default, results will not include tuned models shared with everyone. Additional operators: - owner:me - writers:me - readers:me - readers:everyone - /// - private async Task> ListTunedModels(int? pageSize = null, - string? pageToken = null, - string? filter = null) - { - if (_useVertexAi) - { - throw new NotSupportedException(); - } - - if (!string.IsNullOrEmpty(_apiKey)) - { - throw new NotSupportedException("Accessing tuned models via API key is not provided. Setup OAuth for your project."); - } - - var url = "{endpointGoogleAI}/{Version}/tunedModels"; // v1beta3 - var queryStringParams = new Dictionary() - { - [nameof(pageSize)] = Convert.ToString(pageSize), - [nameof(pageToken)] = pageToken, - [nameof(filter)] = filter - }; - - url = ParseUrl(url).AddQueryString(queryStringParams); - var response = await Client.GetAsync(url); - await response.EnsureSuccessAsync(); - var models = await Deserialize(response); - return models?.TunedModels!; - } - - /// - /// Parses the URL template and replaces the placeholder with current values. - /// Given two API endpoints for Google AI Gemini and Vertex AI Gemini this - /// method uses regular expressions to replace placeholders in a URL template with actual values. - /// - /// API endpoint to parse. - /// Method part of the URL to inject - /// - private string ParseUrl(string url, string method = "") - { - var replacements = GetReplacements(); - replacements.Add("method", method); - - var urlParsed = Regex.Replace(url, @"\{(?.*?)\}", - match => replacements.TryGetValue(match.Groups["name"].Value, out var value) ? value : ""); - - return urlParsed; - - Dictionary GetReplacements() - { - return new Dictionary(StringComparer.OrdinalIgnoreCase) - { - { "endpointGoogleAI", EndpointGoogleAi }, - { "version", Version }, - { "model", _model }, - { "apikey", _apiKey ?? "" }, - { "projectid", _projectId ?? "" }, - { "region", _region }, - { "location", _region }, - { "publisher", _publisher } - }; - } - } - - /// - /// Return serialized JSON string of request payload. - /// - /// - /// - private string Serialize(T request) - { - return JsonSerializer.Serialize(request, _options); - } - - /// - /// Return deserialized object from JSON response. - /// - /// - /// - /// - private async Task Deserialize(HttpResponseMessage response) - { -#if NET472_OR_GREATER || NETSTANDARD2_0 - var json = await response.Content.ReadAsStringAsync(); - return JsonSerializer.Deserialize(json, _options); -#else - var json = await response.Content.ReadAsStringAsync(); - return await response.Content.ReadFromJsonAsync(_options); -#endif - } - - /// - /// Get default options for JSON serialization. - /// - /// - internal JsonSerializerOptions DefaultJsonSerializerOptions() - { - var options = new JsonSerializerOptions(JsonSerializerDefaults.Web) - { - DefaultIgnoreCondition = JsonIgnoreCondition.WhenWritingNull, - PropertyNamingPolicy = JsonNamingPolicy.CamelCase, - DictionaryKeyPolicy = JsonNamingPolicy.CamelCase, - NumberHandling = JsonNumberHandling.AllowReadingFromString, - PropertyNameCaseInsensitive = true, - ReadCommentHandling = JsonCommentHandling.Skip, - AllowTrailingCommas = true, - //WriteIndented = true, - }; - options.Converters.Add(new JsonStringEnumConverter(JsonNamingPolicy.SnakeCaseUpper)); - - return options; - } - - /// - /// - /// - /// - /// - private Credentials? GetCredentialsFromFile(string credentialsFile) - { - Credentials? credentials = null; - if (File.Exists(credentialsFile)) - { - var options = DefaultJsonSerializerOptions(); - options.PropertyNamingPolicy = JsonNamingPolicy.SnakeCaseLower; - using var stream = new FileStream(credentialsFile, FileMode.Open, FileAccess.Read); - credentials = JsonSerializer.Deserialize(stream, options); - } - - return credentials; - } - - /// - /// This method uses the gcloud command-line tool to retrieve an access token from the Application Default Credentials (ADC). - /// It is specific to Google Cloud Platform and allows easy authentication with the Gemini API on Google Cloud. - /// Reference: https://cloud.google.com/docs/authentication - /// - /// The access token. - private string GetAccessTokenFromAdc() - { - if (System.Runtime.InteropServices.RuntimeInformation.IsOSPlatform(System.Runtime.InteropServices.OSPlatform.Windows)) - { - return RunExternalExe("cmd.exe", "/c gcloud auth application-default print-access-token").TrimEnd(); - } - else - { - return RunExternalExe("gcloud", "auth application-default print-access-token").TrimEnd(); - } - } - - /// - /// Run an external application as process in the underlying operating system, if possible. - /// - /// The command or application to run. - /// Optional arguments given to the application to run. - /// Output from the application. - /// - private string RunExternalExe(string filename, string arguments) - { - var process = new Process(); - var stdOutput = new StringBuilder(); - var stdError = new StringBuilder(); - - process.StartInfo.FileName = filename; - if (!string.IsNullOrEmpty(arguments)) - { - process.StartInfo.Arguments = arguments; - } - - process.StartInfo.CreateNoWindow = true; - process.StartInfo.WindowStyle = ProcessWindowStyle.Hidden; - process.StartInfo.UseShellExecute = false; - - process.StartInfo.RedirectStandardError = true; - process.StartInfo.RedirectStandardOutput = true; - // Use AppendLine rather than Append since args.Data is one line of output, not including the newline character. - process.OutputDataReceived += (sender, args) => stdOutput.AppendLine(args.Data); - process.ErrorDataReceived += (sender, args) => stdError.AppendLine(args.Data); - - try - { - process.Start(); - process.BeginOutputReadLine(); - process.WaitForExit(); - } - catch (Exception e) - { - // throw new Exception("OS error while executing " + Format(filename, arguments)+ ": " + e.Message, e); - return string.Empty; - } - - if (process.ExitCode == 0) - { - return stdOutput.ToString(); - } - else - { - var message = new StringBuilder(); - - if (stdError.Length > 0) - { - message.AppendLine("Err output:"); - message.AppendLine(stdError.ToString()); - } - - if (stdOutput.Length != 0) - { - message.AppendLine("Std output:"); - message.AppendLine(stdOutput.ToString()); - } - - throw new Exception(Format(filename, arguments) + " finished with exit code = " + process.ExitCode + ": " + message); - } - } - - /// - /// Formatting string for logging purpose. - /// - /// The command or application to run. - /// Optional arguments given to the application to run. - /// Formatted string containing parameter values. - private string Format(string filename, string? arguments) - { - return "'" + filename + - ((string.IsNullOrEmpty(arguments)) ? string.Empty : " " + arguments) + - "'"; - } - - #endregion } } diff --git a/src/Mscc.GenerativeAI/ImageGenerationModel.cs b/src/Mscc.GenerativeAI/ImageGenerationModel.cs index 3ad42e5..d92e2c1 100644 --- a/src/Mscc.GenerativeAI/ImageGenerationModel.cs +++ b/src/Mscc.GenerativeAI/ImageGenerationModel.cs @@ -21,6 +21,11 @@ public sealed class ImageGenerationModel : BaseModel private string Url => UrlVertexAi; private string Method => GenerativeAI.Method.Predict; + + /// + /// Initializes a new instance of the class. + /// + public ImageGenerationModel() : this(logger: null) { } /// /// Initializes a new instance of the class. @@ -37,9 +42,7 @@ public ImageGenerationModel(ILogger? logger = null) : base(logger) { } /// Model to use /// Optional. Logger instance used for logging public ImageGenerationModel(string? projectId = null, string? region = null, - string? model = null, ILogger? logger = null) : base(projectId, region, model, logger) - { - } + string? model = null, ILogger? logger = null) : base(projectId, region, model, logger) { } /// /// Generates images from the specified . diff --git a/src/Mscc.GenerativeAI/ImageTextModel.cs b/src/Mscc.GenerativeAI/ImageTextModel.cs index 4108758..0d2b7bb 100644 --- a/src/Mscc.GenerativeAI/ImageTextModel.cs +++ b/src/Mscc.GenerativeAI/ImageTextModel.cs @@ -21,6 +21,11 @@ public sealed class ImageTextModel : BaseModel private string Url => UrlVertexAi; private string Method => GenerativeAI.Method.Predict; + + /// + /// Initializes a new instance of the class. + /// + public ImageTextModel() : this(logger: null) { } /// /// Initializes a new instance of the class. @@ -37,9 +42,7 @@ public ImageTextModel(ILogger? logger = null) : base(logger) { } /// Model to use /// Optional. Logger instance used for logging public ImageTextModel(string? projectId = null, string? region = null, - string? model = null, ILogger? logger = null) : base(projectId, region, model, logger) - { - } + string? model = null, ILogger? logger = null) : base(projectId, region, model, logger) { } /// /// Generates images from the specified .

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