mirror of
https://github.com/MindWorkAI/AI-Studio.git
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Implemented Mistral provider (#19)
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commit
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@ -13,6 +13,7 @@ public partial class Changelog
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public static readonly Log[] LOGS =
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[
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new (158, "v0.6.2, build 158 (2024-07-01 18:03 UTC)", "v0.6.2.md"),
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new (157, "v0.6.1, build 157 (2024-06-30 19:00 UTC)", "v0.6.1.md"),
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new (156, "v0.6.0, build 156 (2024-06-30 12:49 UTC)", "v0.6.0.md"),
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new (155, "v0.5.2, build 155 (2024-06-25 18:07 UTC)", "v0.5.2.md"),
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17
app/MindWork AI Studio/Provider/Mistral/ChatRequest.cs
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17
app/MindWork AI Studio/Provider/Mistral/ChatRequest.cs
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@ -0,0 +1,17 @@
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namespace AIStudio.Provider.Mistral;
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/// <summary>
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/// The OpenAI chat request model.
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/// </summary>
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/// <param name="Model">Which model to use for chat completion.</param>
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/// <param name="Messages">The chat messages.</param>
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/// <param name="Stream">Whether to stream the chat completion.</param>
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/// <param name="RandomSeed">The seed for the chat completion.</param>
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/// <param name="SafePrompt">Whether to inject a safety prompt before all conversations.</param>
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public readonly record struct ChatRequest(
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string Model,
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IList<RegularMessage> Messages,
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bool Stream,
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int RandomSeed,
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bool SafePrompt = false
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);
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@ -0,0 +1,5 @@
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namespace AIStudio.Provider.Mistral;
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public readonly record struct ModelsResponse(string Object, Model[] Data);
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public readonly record struct Model(string Id, string Object, int Created, string OwnedBy);
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188
app/MindWork AI Studio/Provider/Mistral/ProviderMistral.cs
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188
app/MindWork AI Studio/Provider/Mistral/ProviderMistral.cs
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@ -0,0 +1,188 @@
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using System.Net.Http.Headers;
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using System.Runtime.CompilerServices;
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using System.Text;
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using System.Text.Json;
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using AIStudio.Chat;
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using AIStudio.Provider.OpenAI;
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using AIStudio.Settings;
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namespace AIStudio.Provider.Mistral;
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public sealed class ProviderMistral() : BaseProvider("https://api.mistral.ai/v1/"), IProvider
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{
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private static readonly JsonSerializerOptions JSON_SERIALIZER_OPTIONS = new()
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{
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PropertyNamingPolicy = JsonNamingPolicy.SnakeCaseLower,
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};
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#region Implementation of IProvider
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public string Id => "Mistral";
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public string InstanceName { get; set; } = "Mistral";
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/// <inheritdoc />
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public async IAsyncEnumerable<string> StreamChatCompletion(IJSRuntime jsRuntime, SettingsManager settings, Provider.Model chatModel, ChatThread chatThread, [EnumeratorCancellation] CancellationToken token = default)
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{
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// Get the API key:
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var requestedSecret = await settings.GetAPIKey(jsRuntime, this);
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if(!requestedSecret.Success)
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yield break;
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// Prepare the system prompt:
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var systemPrompt = new RegularMessage
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{
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Role = "system",
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Content = chatThread.SystemPrompt,
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};
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// Prepare the Mistral HTTP chat request:
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var mistralChatRequest = JsonSerializer.Serialize(new ChatRequest
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{
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Model = chatModel.Id,
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// Build the messages:
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// - First of all the system prompt
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// - Then none-empty user and AI messages
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Messages = [systemPrompt, ..chatThread.Blocks.Where(n => n.ContentType is ContentType.TEXT && !string.IsNullOrWhiteSpace((n.Content as ContentText)?.Text)).Select(n => new RegularMessage
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{
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Role = n.Role switch
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{
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ChatRole.USER => "user",
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ChatRole.AI => "assistant",
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ChatRole.SYSTEM => "system",
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_ => "user",
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},
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Content = n.Content switch
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{
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ContentText text => text.Text,
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_ => string.Empty,
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}
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}).ToList()],
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RandomSeed = chatThread.Seed,
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// Right now, we only support streaming completions:
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Stream = true,
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SafePrompt = false,
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}, JSON_SERIALIZER_OPTIONS);
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// Build the HTTP post request:
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var request = new HttpRequestMessage(HttpMethod.Post, "chat/completions");
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// Set the authorization header:
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request.Headers.Authorization = new AuthenticationHeaderValue("Bearer", requestedSecret.Secret);
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// Set the content:
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request.Content = new StringContent(mistralChatRequest, Encoding.UTF8, "application/json");
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// Send the request with the ResponseHeadersRead option.
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// This allows us to read the stream as soon as the headers are received.
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// This is important because we want to stream the responses.
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var response = await this.httpClient.SendAsync(request, HttpCompletionOption.ResponseHeadersRead, token);
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// Open the response stream:
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var mistralStream = await response.Content.ReadAsStreamAsync(token);
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// Add a stream reader to read the stream, line by line:
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var streamReader = new StreamReader(mistralStream);
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// Read the stream, line by line:
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while(!streamReader.EndOfStream)
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{
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// Check if the token is canceled:
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if(token.IsCancellationRequested)
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yield break;
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// Read the next line:
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var line = await streamReader.ReadLineAsync(token);
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// Skip empty lines:
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if(string.IsNullOrWhiteSpace(line))
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continue;
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// Skip lines that do not start with "data: ". Regard
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// to the specification, we only want to read the data lines:
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if(!line.StartsWith("data: ", StringComparison.InvariantCulture))
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continue;
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// Check if the line is the end of the stream:
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if (line.StartsWith("data: [DONE]", StringComparison.InvariantCulture))
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yield break;
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ResponseStreamLine mistralResponse;
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try
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{
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// We know that the line starts with "data: ". Hence, we can
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// skip the first 6 characters to get the JSON data after that.
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var jsonData = line[6..];
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// Deserialize the JSON data:
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mistralResponse = JsonSerializer.Deserialize<ResponseStreamLine>(jsonData, JSON_SERIALIZER_OPTIONS);
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}
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catch
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{
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// Skip invalid JSON data:
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continue;
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}
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// Skip empty responses:
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if(mistralResponse == default || mistralResponse.Choices.Count == 0)
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continue;
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// Yield the response:
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yield return mistralResponse.Choices[0].Delta.Content;
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}
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}
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#pragma warning disable CS1998 // Async method lacks 'await' operators and will run synchronously
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/// <inheritdoc />
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public async IAsyncEnumerable<ImageURL> StreamImageCompletion(IJSRuntime jsRuntime, SettingsManager settings, Provider.Model imageModel, string promptPositive, string promptNegative = FilterOperator.String.Empty, ImageURL referenceImageURL = default, [EnumeratorCancellation] CancellationToken token = default)
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{
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yield break;
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}
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#pragma warning restore CS1998 // Async method lacks 'await' operators and will run synchronously
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/// <inheritdoc />
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public async Task<IEnumerable<Provider.Model>> GetTextModels(IJSRuntime jsRuntime, SettingsManager settings, string? apiKeyProvisional = null, CancellationToken token = default)
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{
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var secretKey = apiKeyProvisional switch
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{
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not null => apiKeyProvisional,
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_ => await settings.GetAPIKey(jsRuntime, this) switch
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{
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{ Success: true } result => result.Secret,
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_ => null,
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}
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};
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if (secretKey is null)
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return [];
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var request = new HttpRequestMessage(HttpMethod.Get, "models");
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request.Headers.Authorization = new AuthenticationHeaderValue("Bearer", secretKey);
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var response = await this.httpClient.SendAsync(request, token);
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if(!response.IsSuccessStatusCode)
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return [];
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var modelResponse = await response.Content.ReadFromJsonAsync<ModelsResponse>(token);
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return modelResponse.Data.Where(n =>
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!n.Id.StartsWith("code", StringComparison.InvariantCulture) &&
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!n.Id.Contains("embed", StringComparison.InvariantCulture))
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.Select(n => new Provider.Model(n.Id));
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}
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#pragma warning disable CS1998 // Async method lacks 'await' operators and will run synchronously
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/// <inheritdoc />
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public Task<IEnumerable<Provider.Model>> GetImageModels(IJSRuntime jsRuntime, SettingsManager settings, string? apiKeyProvisional = null, CancellationToken token = default)
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{
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return Task.FromResult(Enumerable.Empty<Provider.Model>());
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}
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#pragma warning restore CS1998 // Async method lacks 'await' operators and will run synchronously
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#endregion
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}
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@ -0,0 +1,8 @@
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namespace AIStudio.Provider.Mistral;
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/// <summary>
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/// Regulat chat message model.
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/// </summary>
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/// <param name="Content">The text content of the message.</param>
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/// <param name="Role">The role of the message.</param>
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public readonly record struct RegularMessage(string Content, string Role);
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using AIStudio.Provider.Anthropic;
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using AIStudio.Provider.Mistral;
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using AIStudio.Provider.OpenAI;
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namespace AIStudio.Provider;
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@ -11,6 +12,7 @@ public enum Providers
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NONE,
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OPEN_AI,
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ANTHROPIC,
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MISTRAL,
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}
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/// <summary>
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@ -27,6 +29,7 @@ public static class ExtensionsProvider
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{
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Providers.OPEN_AI => "OpenAI",
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Providers.ANTHROPIC => "Anthropic",
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Providers.MISTRAL => "Mistral",
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Providers.NONE => "No provider selected",
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_ => "Unknown",
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@ -42,6 +45,7 @@ public static class ExtensionsProvider
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{
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Providers.OPEN_AI => new ProviderOpenAI { InstanceName = instanceName },
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Providers.ANTHROPIC => new ProviderAnthropic { InstanceName = instanceName },
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Providers.MISTRAL => new ProviderMistral { InstanceName = instanceName },
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_ => new NoProvider(),
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};
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2
app/MindWork AI Studio/wwwroot/changelog/v0.6.2.md
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2
app/MindWork AI Studio/wwwroot/changelog/v0.6.2.md
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@ -0,0 +1,2 @@
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# v0.6.2, build 158 (2024-07-01 18:03 UTC)
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- Added support for the Mistral provider
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@ -1,9 +1,9 @@
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0.6.1
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2024-06-30 19:00:03 UTC
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157
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0.6.2
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2024-07-01 18:08:01 UTC
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158
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8.0.206 (commit bb12410699)
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8.0.6 (commit 3b8b000a0e)
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1.79.0 (commit 129f3b996)
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6.20.0
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1.6.1
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9b1649b48a7, release
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c86a9e32c12, release
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2
runtime/Cargo.lock
generated
2
runtime/Cargo.lock
generated
@ -2313,7 +2313,7 @@ checksum = "6877bb514081ee2a7ff5ef9de3281f14a4dd4bceac4c09388074a6b5df8a139a"
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[[package]]
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name = "mindwork-ai-studio"
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version = "0.6.0"
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version = "0.6.2"
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dependencies = [
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"arboard",
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"flexi_logger",
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[package]
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name = "mindwork-ai-studio"
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version = "0.6.1"
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version = "0.6.2"
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edition = "2021"
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description = "MindWork AI Studio"
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authors = ["Thorsten Sommer"]
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},
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"package": {
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"productName": "MindWork AI Studio",
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"version": "0.6.1"
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"version": "0.6.2"
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},
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"tauri": {
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"allowlist": {
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