Implemented Mistral provider (#19)

This commit is contained in:
Thorsten Sommer 2024-07-01 20:11:19 +02:00 committed by GitHub
parent b29e181ecd
commit 6cc1d37db8
No known key found for this signature in database
GPG Key ID: B5690EEEBB952194
12 changed files with 232 additions and 7 deletions

View File

@ -13,6 +13,7 @@ public partial class Changelog
public static readonly Log[] LOGS = public static readonly Log[] LOGS =
[ [
new (158, "v0.6.2, build 158 (2024-07-01 18:03 UTC)", "v0.6.2.md"),
new (157, "v0.6.1, build 157 (2024-06-30 19:00 UTC)", "v0.6.1.md"), new (157, "v0.6.1, build 157 (2024-06-30 19:00 UTC)", "v0.6.1.md"),
new (156, "v0.6.0, build 156 (2024-06-30 12:49 UTC)", "v0.6.0.md"), new (156, "v0.6.0, build 156 (2024-06-30 12:49 UTC)", "v0.6.0.md"),
new (155, "v0.5.2, build 155 (2024-06-25 18:07 UTC)", "v0.5.2.md"), new (155, "v0.5.2, build 155 (2024-06-25 18:07 UTC)", "v0.5.2.md"),

View File

@ -0,0 +1,17 @@
namespace AIStudio.Provider.Mistral;
/// <summary>
/// The OpenAI chat request model.
/// </summary>
/// <param name="Model">Which model to use for chat completion.</param>
/// <param name="Messages">The chat messages.</param>
/// <param name="Stream">Whether to stream the chat completion.</param>
/// <param name="RandomSeed">The seed for the chat completion.</param>
/// <param name="SafePrompt">Whether to inject a safety prompt before all conversations.</param>
public readonly record struct ChatRequest(
string Model,
IList<RegularMessage> Messages,
bool Stream,
int RandomSeed,
bool SafePrompt = false
);

View File

@ -0,0 +1,5 @@
namespace AIStudio.Provider.Mistral;
public readonly record struct ModelsResponse(string Object, Model[] Data);
public readonly record struct Model(string Id, string Object, int Created, string OwnedBy);

View File

@ -0,0 +1,188 @@
using System.Net.Http.Headers;
using System.Runtime.CompilerServices;
using System.Text;
using System.Text.Json;
using AIStudio.Chat;
using AIStudio.Provider.OpenAI;
using AIStudio.Settings;
namespace AIStudio.Provider.Mistral;
public sealed class ProviderMistral() : BaseProvider("https://api.mistral.ai/v1/"), IProvider
{
private static readonly JsonSerializerOptions JSON_SERIALIZER_OPTIONS = new()
{
PropertyNamingPolicy = JsonNamingPolicy.SnakeCaseLower,
};
#region Implementation of IProvider
public string Id => "Mistral";
public string InstanceName { get; set; } = "Mistral";
/// <inheritdoc />
public async IAsyncEnumerable<string> StreamChatCompletion(IJSRuntime jsRuntime, SettingsManager settings, Provider.Model chatModel, ChatThread chatThread, [EnumeratorCancellation] CancellationToken token = default)
{
// Get the API key:
var requestedSecret = await settings.GetAPIKey(jsRuntime, this);
if(!requestedSecret.Success)
yield break;
// Prepare the system prompt:
var systemPrompt = new RegularMessage
{
Role = "system",
Content = chatThread.SystemPrompt,
};
// Prepare the Mistral HTTP chat request:
var mistralChatRequest = JsonSerializer.Serialize(new ChatRequest
{
Model = chatModel.Id,
// Build the messages:
// - First of all the system prompt
// - Then none-empty user and AI messages
Messages = [systemPrompt, ..chatThread.Blocks.Where(n => n.ContentType is ContentType.TEXT && !string.IsNullOrWhiteSpace((n.Content as ContentText)?.Text)).Select(n => new RegularMessage
{
Role = n.Role switch
{
ChatRole.USER => "user",
ChatRole.AI => "assistant",
ChatRole.SYSTEM => "system",
_ => "user",
},
Content = n.Content switch
{
ContentText text => text.Text,
_ => string.Empty,
}
}).ToList()],
RandomSeed = chatThread.Seed,
// Right now, we only support streaming completions:
Stream = true,
SafePrompt = false,
}, JSON_SERIALIZER_OPTIONS);
// Build the HTTP post request:
var request = new HttpRequestMessage(HttpMethod.Post, "chat/completions");
// Set the authorization header:
request.Headers.Authorization = new AuthenticationHeaderValue("Bearer", requestedSecret.Secret);
// Set the content:
request.Content = new StringContent(mistralChatRequest, Encoding.UTF8, "application/json");
// Send the request with the ResponseHeadersRead option.
// This allows us to read the stream as soon as the headers are received.
// This is important because we want to stream the responses.
var response = await this.httpClient.SendAsync(request, HttpCompletionOption.ResponseHeadersRead, token);
// Open the response stream:
var mistralStream = await response.Content.ReadAsStreamAsync(token);
// Add a stream reader to read the stream, line by line:
var streamReader = new StreamReader(mistralStream);
// Read the stream, line by line:
while(!streamReader.EndOfStream)
{
// Check if the token is canceled:
if(token.IsCancellationRequested)
yield break;
// Read the next line:
var line = await streamReader.ReadLineAsync(token);
// Skip empty lines:
if(string.IsNullOrWhiteSpace(line))
continue;
// Skip lines that do not start with "data: ". Regard
// to the specification, we only want to read the data lines:
if(!line.StartsWith("data: ", StringComparison.InvariantCulture))
continue;
// Check if the line is the end of the stream:
if (line.StartsWith("data: [DONE]", StringComparison.InvariantCulture))
yield break;
ResponseStreamLine mistralResponse;
try
{
// We know that the line starts with "data: ". Hence, we can
// skip the first 6 characters to get the JSON data after that.
var jsonData = line[6..];
// Deserialize the JSON data:
mistralResponse = JsonSerializer.Deserialize<ResponseStreamLine>(jsonData, JSON_SERIALIZER_OPTIONS);
}
catch
{
// Skip invalid JSON data:
continue;
}
// Skip empty responses:
if(mistralResponse == default || mistralResponse.Choices.Count == 0)
continue;
// Yield the response:
yield return mistralResponse.Choices[0].Delta.Content;
}
}
#pragma warning disable CS1998 // Async method lacks 'await' operators and will run synchronously
/// <inheritdoc />
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)
{
yield break;
}
#pragma warning restore CS1998 // Async method lacks 'await' operators and will run synchronously
/// <inheritdoc />
public async Task<IEnumerable<Provider.Model>> GetTextModels(IJSRuntime jsRuntime, SettingsManager settings, string? apiKeyProvisional = null, CancellationToken token = default)
{
var secretKey = apiKeyProvisional switch
{
not null => apiKeyProvisional,
_ => await settings.GetAPIKey(jsRuntime, this) switch
{
{ Success: true } result => result.Secret,
_ => null,
}
};
if (secretKey is null)
return [];
var request = new HttpRequestMessage(HttpMethod.Get, "models");
request.Headers.Authorization = new AuthenticationHeaderValue("Bearer", secretKey);
var response = await this.httpClient.SendAsync(request, token);
if(!response.IsSuccessStatusCode)
return [];
var modelResponse = await response.Content.ReadFromJsonAsync<ModelsResponse>(token);
return modelResponse.Data.Where(n =>
!n.Id.StartsWith("code", StringComparison.InvariantCulture) &&
!n.Id.Contains("embed", StringComparison.InvariantCulture))
.Select(n => new Provider.Model(n.Id));
}
#pragma warning disable CS1998 // Async method lacks 'await' operators and will run synchronously
/// <inheritdoc />
public Task<IEnumerable<Provider.Model>> GetImageModels(IJSRuntime jsRuntime, SettingsManager settings, string? apiKeyProvisional = null, CancellationToken token = default)
{
return Task.FromResult(Enumerable.Empty<Provider.Model>());
}
#pragma warning restore CS1998 // Async method lacks 'await' operators and will run synchronously
#endregion
}

View File

@ -0,0 +1,8 @@
namespace AIStudio.Provider.Mistral;
/// <summary>
/// Regulat chat message model.
/// </summary>
/// <param name="Content">The text content of the message.</param>
/// <param name="Role">The role of the message.</param>
public readonly record struct RegularMessage(string Content, string Role);

View File

@ -1,4 +1,5 @@
using AIStudio.Provider.Anthropic; using AIStudio.Provider.Anthropic;
using AIStudio.Provider.Mistral;
using AIStudio.Provider.OpenAI; using AIStudio.Provider.OpenAI;
namespace AIStudio.Provider; namespace AIStudio.Provider;
@ -11,6 +12,7 @@ public enum Providers
NONE, NONE,
OPEN_AI, OPEN_AI,
ANTHROPIC, ANTHROPIC,
MISTRAL,
} }
/// <summary> /// <summary>
@ -27,6 +29,7 @@ public static class ExtensionsProvider
{ {
Providers.OPEN_AI => "OpenAI", Providers.OPEN_AI => "OpenAI",
Providers.ANTHROPIC => "Anthropic", Providers.ANTHROPIC => "Anthropic",
Providers.MISTRAL => "Mistral",
Providers.NONE => "No provider selected", Providers.NONE => "No provider selected",
_ => "Unknown", _ => "Unknown",
@ -42,6 +45,7 @@ public static class ExtensionsProvider
{ {
Providers.OPEN_AI => new ProviderOpenAI { InstanceName = instanceName }, Providers.OPEN_AI => new ProviderOpenAI { InstanceName = instanceName },
Providers.ANTHROPIC => new ProviderAnthropic { InstanceName = instanceName }, Providers.ANTHROPIC => new ProviderAnthropic { InstanceName = instanceName },
Providers.MISTRAL => new ProviderMistral { InstanceName = instanceName },
_ => new NoProvider(), _ => new NoProvider(),
}; };

View File

@ -0,0 +1,2 @@
# v0.6.2, build 158 (2024-07-01 18:03 UTC)
- Added support for the Mistral provider

View File

@ -1,9 +1,9 @@
0.6.1 0.6.2
2024-06-30 19:00:03 UTC 2024-07-01 18:08:01 UTC
157 158
8.0.206 (commit bb12410699) 8.0.206 (commit bb12410699)
8.0.6 (commit 3b8b000a0e) 8.0.6 (commit 3b8b000a0e)
1.79.0 (commit 129f3b996) 1.79.0 (commit 129f3b996)
6.20.0 6.20.0
1.6.1 1.6.1
9b1649b48a7, release c86a9e32c12, release

2
runtime/Cargo.lock generated
View File

@ -2313,7 +2313,7 @@ checksum = "6877bb514081ee2a7ff5ef9de3281f14a4dd4bceac4c09388074a6b5df8a139a"
[[package]] [[package]]
name = "mindwork-ai-studio" name = "mindwork-ai-studio"
version = "0.6.0" version = "0.6.2"
dependencies = [ dependencies = [
"arboard", "arboard",
"flexi_logger", "flexi_logger",

View File

@ -1,6 +1,6 @@
[package] [package]
name = "mindwork-ai-studio" name = "mindwork-ai-studio"
version = "0.6.1" version = "0.6.2"
edition = "2021" edition = "2021"
description = "MindWork AI Studio" description = "MindWork AI Studio"
authors = ["Thorsten Sommer"] authors = ["Thorsten Sommer"]

View File

@ -6,7 +6,7 @@
}, },
"package": { "package": {
"productName": "MindWork AI Studio", "productName": "MindWork AI Studio",
"version": "0.6.1" "version": "0.6.2"
}, },
"tauri": { "tauri": {
"allowlist": { "allowlist": {