using System.Text.Json; using Yi.Framework.AiHub.Domain.Shared.Dtos.OpenAi; using Yi.Framework.AiHub.Domain.Shared.Extensions; namespace Yi.Framework.AiHub.Domain.Shared.Dtos.Gemini; public static class GeminiGenerateContentAcquirer { /// /// 从请求体中提取用户最后一条消息内容 /// 路径: contents[last].parts[last].text /// public static string GetLastUserContent(JsonElement request) { var contents = request.GetPath("contents"); if (!contents.HasValue || contents.Value.ValueKind != JsonValueKind.Array) { return string.Empty; } var contentsArray = contents.Value.EnumerateArray().ToList(); if (contentsArray.Count == 0) { return string.Empty; } var lastContent = contentsArray[^1]; var parts = lastContent.GetPath("parts"); if (!parts.HasValue || parts.Value.ValueKind != JsonValueKind.Array) { return string.Empty; } var partsArray = parts.Value.EnumerateArray().ToList(); if (partsArray.Count == 0) { return string.Empty; } // 获取最后一个 part 的 text var lastPart = partsArray[^1]; return lastPart.GetPath("text").GetString() ?? string.Empty; } /// /// 从响应中提取文本内容(非 thought 类型) /// 路径: candidates[0].content.parts[].text (where thought != true) /// public static string GetTextContent(JsonElement response) { var candidates = response.GetPath("candidates"); if (!candidates.HasValue || candidates.Value.ValueKind != JsonValueKind.Array) { return string.Empty; } var candidatesArray = candidates.Value.EnumerateArray().ToList(); if (candidatesArray.Count == 0) { return string.Empty; } var parts = candidatesArray[0].GetPath("content", "parts"); if (!parts.HasValue || parts.Value.ValueKind != JsonValueKind.Array) { return string.Empty; } // 遍历所有 parts,只取非 thought 的 text foreach (var part in parts.Value.EnumerateArray()) { var isThought = part.GetPath("thought").GetBool(); if (!isThought) { var text = part.GetPath("text").GetString(); if (!string.IsNullOrEmpty(text)) { return text; } } } return string.Empty; } public static ThorUsageResponse? GetUsage(JsonElement response) { var usage = response.GetPath("usageMetadata"); if (!usage.HasValue) { return null; } var inputTokens = usage.Value.GetPath("promptTokenCount").GetInt(); var outputTokens = usage.Value.GetPath("candidatesTokenCount").GetInt() + usage.Value.GetPath("cachedContentTokenCount").GetInt() + usage.Value.GetPath("thoughtsTokenCount").GetInt() + usage.Value.GetPath("toolUsePromptTokenCount").GetInt(); return new ThorUsageResponse { PromptTokens = inputTokens, InputTokens = inputTokens, OutputTokens = outputTokens, CompletionTokens = outputTokens, TotalTokens = inputTokens + outputTokens, }; } /// /// 获取图片 base64(包含 data:image 前缀) /// 从最后一个 part 开始查找 inlineData,找不到再从最后一个 part 开始查找 text /// public static string GetImagePrefixBase64(JsonElement response) { var parts = response.GetPath("candidates", 0, "content", "parts"); if (!parts.HasValue || parts.Value.ValueKind != JsonValueKind.Array) { return string.Empty; } var partsArray = parts.Value.EnumerateArray().ToList(); if (partsArray.Count == 0) { return string.Empty; } // Step 1: 从最后一个 part 开始查找 inlineData for (int i = partsArray.Count - 1; i >= 0; i--) { var inlineBase64 = partsArray[i].GetPath("inlineData", "data").GetString(); if (!string.IsNullOrEmpty(inlineBase64)) { var mimeType = partsArray[i].GetPath("inlineData", "mimeType").GetString() ?? "image/png"; return $"data:{mimeType};base64,{inlineBase64}"; } } // Step 2: 从最后一个 part 开始查找 text 中的 markdown 图片 for (int i = partsArray.Count - 1; i >= 0; i--) { var text = partsArray[i].GetPath("text").GetString(); if (string.IsNullOrEmpty(text)) { continue; } // markdown 图片格式: ![image](data:image/png;base64,xxx) var startMarker = "(data:image/"; var startIndex = text.IndexOf(startMarker, StringComparison.Ordinal); if (startIndex < 0) { continue; } startIndex += 1; // 跳过 "(" var endIndex = text.IndexOf(')', startIndex); if (endIndex > startIndex) { return text.Substring(startIndex, endIndex - startIndex); } } return string.Empty; } }