118 lines
3.9 KiB
C#
118 lines
3.9 KiB
C#
using System.Runtime.CompilerServices;
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using System.Text;
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using Newtonsoft.Json;
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using Newtonsoft.Json.Linq;
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using OpenAI.Chat;
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using Yi.Framework.AiHub.Domain.Extensions;
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using Yi.Framework.AiHub.Domain.Shared.Dtos;
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namespace Yi.Framework.AiHub.Domain.AiChat.Impl;
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public class AzureRestChatService : IChatService
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{
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public AzureRestChatService()
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{
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}
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public async IAsyncEnumerable<string> CompleteChatAsync(AiModelDescribe aiModelDescribe, List<ChatMessage> messages,
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[EnumeratorCancellation] CancellationToken cancellationToken)
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{
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// 设置API URL
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var apiUrl = $"{aiModelDescribe.Endpoint}models/chat/completions";
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var ss = messages.Select(x => new
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{
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role = x.GetRoleAsString(),
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content = x.Content.FirstOrDefault()?.Text
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}).ToList();
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// 准备请求内容
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var requestBody = new
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{
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messages = messages.Select(x => new
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{
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role = x.GetRoleAsString(),
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content = x.Content.FirstOrDefault()?.Text
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}).ToList(),
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stream = true,
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max_tokens = 2048,
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temperature = 0.8,
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top_p = 0.1,
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presence_penalty = 0,
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frequency_penalty = 0,
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model = aiModelDescribe.ModelId
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};
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// 序列化请求内容为JSON
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string jsonBody = JsonConvert.SerializeObject(requestBody);
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using var httpClient = new HttpClient();
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// 设置请求头
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httpClient.DefaultRequestHeaders.Add("Authorization", $"Bearer {aiModelDescribe.ApiKey}");
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// 其他头信息如Content-Type在StringContent中设置
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// 构造 POST 请求
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var request = new HttpRequestMessage(HttpMethod.Post, apiUrl);
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// 设置请求内容（示例）
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request.Content = new StringContent(jsonBody, Encoding.UTF8, "application/json");
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// 发送POST请求
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HttpResponseMessage response =
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await httpClient.SendAsync(request, HttpCompletionOption.ResponseHeadersRead, cancellationToken);
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// 确认响应成功
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response.EnsureSuccessStatusCode();
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// 读取响应内容
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var responseStream = await response.Content.ReadAsStreamAsync(cancellationToken);
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// 从流中读取数据并输出到控制台
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using var streamReader = new StreamReader(responseStream);
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string line;
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while ((line = await streamReader.ReadLineAsync(cancellationToken)) != null)
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{
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var result = GetContent(line);
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if (result is not null)
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{
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yield return result;
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}
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}
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}
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private string? GetContent(string line)
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{
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if (string.IsNullOrWhiteSpace(line))
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return null;
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string prefix = "data: ";
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line = line.Substring(prefix.Length);
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try
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{
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// 解析为JObject
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var jsonObj = JObject.Parse(line);
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var content = jsonObj["choices"][0]["delta"]["content"].ToString();
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return content;
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// // 判断choices是否存在且是数组，并且有元素
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// if (jsonObj.TryGetValue("choices", out var choicesToken) && choicesToken is JArray choicesArray &&
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// choicesArray.Count > 0)
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// {
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// var firstChoice = choicesArray[0] as JObject;
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// // 判断delta字段是否存在
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// if (firstChoice.TryGetValue("delta", out var deltaToken))
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// {
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// // 获取content字段
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// if (deltaToken.Type == JTokenType.Object && ((JObject)deltaToken).TryGetValue("content", out var contentToken))
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// {
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// return contentToken.ToString();
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// }
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// }
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// }
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}
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catch (Exception)
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{
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// 解析失败
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return null;
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}
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}
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} |