Files
radzen-blazor/Radzen.Blazor/AIChatService.cs

232 lines
7.5 KiB
C#

using System;
using System.Collections.Generic;
using System.Text;
using System.Text.Json;
using System.Threading;
using System.Net.Http;
using System.Net.Http.Headers;
using System.IO;
using System.Text.Json.Serialization;
using Microsoft.Extensions.DependencyInjection;
using Microsoft.Extensions.Options;
using System.Linq;
namespace Radzen;
/// <summary>
/// Service for interacting with AI chat models to get completions with conversation memory.
/// </summary>
public class AIChatService(IServiceProvider serviceProvider, IOptions<AIChatServiceOptions> options) : IAIChatService
{
private readonly Dictionary<string, ConversationSession> sessions = new();
private readonly object sessionsLock = new();
// Add this static field to cache the JsonSerializerOptions instance
private static readonly JsonSerializerOptions CachedJsonSerializerOptions = new JsonSerializerOptions { DefaultIgnoreCondition = JsonIgnoreCondition.WhenWritingNull };
/// <summary>
/// Gets the configuration options for the chat streaming service.
/// </summary>
public AIChatServiceOptions Options => options.Value;
/// <inheritdoc />
public async IAsyncEnumerable<string> GetCompletionsAsync(string userInput, string? sessionId = null, [System.Runtime.CompilerServices.EnumeratorCancellation] CancellationToken cancellationToken = default, string? model = null, string? systemPrompt = null, double? temperature = null, int? maxTokens = null, string? endpoint = null, string? proxy = null, string? apiKey = null, string? apiKeyHeader = null)
{
if (string.IsNullOrWhiteSpace(userInput))
{
throw new ArgumentException("User input cannot be null or empty.", nameof(userInput));
}
// Get or create session
var session = GetOrCreateSession(sessionId);
// Add user message to conversation history
session.AddMessage("user", userInput);
// Use runtime parameters or fall back to configured options
var url = proxy ?? Options.Proxy ?? endpoint ?? Options.Endpoint;
var effectiveApiKey = apiKey ?? Options.ApiKey;
var effectiveApiKeyHeader = apiKeyHeader ?? Options.ApiKeyHeader;
// Get formatted messages including conversation history
var messages = session.GetFormattedMessages(systemPrompt ?? Options.SystemPrompt);
var payload = new
{
model = model ?? Options.Model,
messages = messages,
temperature = temperature ?? Options.Temperature,
max_tokens = maxTokens ?? Options.MaxTokens,
stream = true
};
using var request = new HttpRequestMessage(HttpMethod.Post, url)
{
Content = new StringContent(JsonSerializer.Serialize(payload, CachedJsonSerializerOptions), Encoding.UTF8, "application/json")
};
if (!string.IsNullOrEmpty(effectiveApiKey))
{
if (string.IsNullOrWhiteSpace(effectiveApiKeyHeader))
{
throw new InvalidOperationException("API key header must be specified when an API key is provided.");
}
if (string.Equals(effectiveApiKeyHeader, "Authorization", StringComparison.OrdinalIgnoreCase))
{
request.Headers.Authorization = new AuthenticationHeaderValue("Bearer", effectiveApiKey);
}
else
{
request.Headers.Add(effectiveApiKeyHeader, effectiveApiKey);
}
}
var httpClient = serviceProvider.GetRequiredService<HttpClient>();
var response = await httpClient.SendAsync(request, HttpCompletionOption.ResponseHeadersRead, cancellationToken).ConfigureAwait(false);
if (!response.IsSuccessStatusCode)
{
throw new HttpRequestException($"Chat stream failed: {await response.Content.ReadAsStringAsync(cancellationToken).ConfigureAwait(false)}");
}
using var stream = await response.Content.ReadAsStreamAsync(cancellationToken).ConfigureAwait(false);
using var reader = new StreamReader(stream);
var assistantResponse = new StringBuilder();
string? line;
while ((line = await reader.ReadLineAsync()) is not null && !cancellationToken.IsCancellationRequested)
{
if (string.IsNullOrWhiteSpace(line) || !line.StartsWith("data:", StringComparison.Ordinal))
{
continue;
}
var json = line["data:".Length..].Trim();
if (json == "[DONE]")
{
break;
}
var content = ParseStreamingResponse(json);
if (!string.IsNullOrEmpty(content))
{
assistantResponse.Append(content);
yield return content;
}
}
// Add assistant response to conversation history
if (assistantResponse.Length > 0)
{
session.AddMessage("assistant", assistantResponse.ToString());
}
}
/// <inheritdoc />
public ConversationSession GetOrCreateSession(string? sessionId = null)
{
lock (sessionsLock)
{
if (string.IsNullOrEmpty(sessionId))
{
sessionId = Guid.NewGuid().ToString();
}
if (!sessions.TryGetValue(sessionId, out var session))
{
session = new ConversationSession
{
Id = sessionId,
MaxMessages = Options.MaxMessages
};
sessions[sessionId] = session;
}
return session;
}
}
/// <inheritdoc />
public void ClearSession(string sessionId)
{
lock (sessionsLock)
{
if (sessions.TryGetValue(sessionId, out var session))
{
session.Clear();
}
}
}
/// <inheritdoc />
public IEnumerable<ConversationSession> GetActiveSessions()
{
lock (sessionsLock)
{
return sessions.Values.ToList();
}
}
/// <inheritdoc />
public void CleanupOldSessions(int maxAgeHours = 24)
{
lock (sessionsLock)
{
var cutoffTime = DateTime.Now.AddHours(-maxAgeHours);
var sessionsToRemove = sessions.Values
.Where(s => s.LastUpdated < cutoffTime)
.Select(s => s.Id)
.ToList();
foreach (var sessionId in sessionsToRemove)
{
sessions.Remove(sessionId);
}
}
}
private static string ParseStreamingResponse(string json)
{
if (string.IsNullOrWhiteSpace(json))
{
return string.Empty;
}
try
{
using var doc = JsonDocument.Parse(json);
var root = doc.RootElement;
if (!root.TryGetProperty("choices", out var choices) || choices.GetArrayLength() == 0)
{
return string.Empty;
}
var firstChoice = choices[0];
if (!firstChoice.TryGetProperty("delta", out var delta))
{
return string.Empty;
}
if (delta.TryGetProperty("content", out var contentElement))
{
return contentElement.GetString() ?? string.Empty;
}
return string.Empty;
}
catch (JsonException)
{
return string.Empty;
}
catch (FormatException)
{
return string.Empty;
}
}
}