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)
/// Step 1: 递归遍历整个 JSON 查找最后一个 base64
/// Step 2: 从 text 中查找 markdown 图片
///
public static string GetImagePrefixBase64(JsonElement response)
{
// Step 1: 递归遍历整个 JSON 查找最后一个 base64
string? lastBase64 = null;
string? lastMimeType = null;
CollectLastBase64(response, ref lastBase64, ref lastMimeType);
if (!string.IsNullOrEmpty(lastBase64))
{
var mimeType = lastMimeType ?? "image/png";
return $"data:{mimeType};base64,{lastBase64}";
}
// Step 2: 从 text 中查找 markdown 图片
return FindMarkdownImageInResponse(response);
}
///
/// 递归遍历 JSON 查找最后一个 base64
///
private static void CollectLastBase64(JsonElement element, ref string? lastBase64, ref string? lastMimeType, int minLength = 100)
{
switch (element.ValueKind)
{
case JsonValueKind.Object:
string? currentMimeType = null;
string? currentData = null;
foreach (var prop in element.EnumerateObject())
{
var name = prop.Name.ToLowerInvariant();
// 记录 mimeType / mime_type
if (name is "mimetype" or "mime_type" && prop.Value.ValueKind == JsonValueKind.String)
{
currentMimeType = prop.Value.GetString();
}
// 记录 data 字段(检查是否像 base64)
else if (name == "data" && prop.Value.ValueKind == JsonValueKind.String)
{
var val = prop.Value.GetString();
if (!string.IsNullOrEmpty(val) && val.Length >= minLength && LooksLikeBase64(val))
{
currentData = val;
}
}
else
{
// 递归处理其他属性
CollectLastBase64(prop.Value, ref lastBase64, ref lastMimeType, minLength);
}
}
// 如果当前对象有 data,更新为"最后一个"
if (currentData != null)
{
lastBase64 = currentData;
lastMimeType = currentMimeType;
}
break;
case JsonValueKind.Array:
foreach (var item in element.EnumerateArray())
{
CollectLastBase64(item, ref lastBase64, ref lastMimeType, minLength);
}
break;
}
}
///
/// 检查字符串是否像 base64
///
private static bool LooksLikeBase64(string str)
{
// 常见图片 base64 开头: JPEG(/9j/), PNG(iVBOR), GIF(R0lGO), WebP(UklGR)
if (str.StartsWith("/9j/") || str.StartsWith("iVBOR") ||
str.StartsWith("R0lGO") || str.StartsWith("UklGR"))
{
return true;
}
// 检查前100个字符是否都是 base64 合法字符
return str.Take(100).All(c => char.IsLetterOrDigit(c) || c == '+' || c == '/' || c == '=');
}
///
/// 递归查找 text 字段中的 markdown 图片
///
private static string FindMarkdownImageInResponse(JsonElement element)
{
var allTexts = new List();
CollectTextFields(element, allTexts);
// 从最后一个 text 开始查找
for (int i = allTexts.Count - 1; i >= 0; i--)
{
var text = allTexts[i];
// markdown 图片格式: 
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;
}
///
/// 递归收集所有 text 字段
///
private static void CollectTextFields(JsonElement element, List texts)
{
switch (element.ValueKind)
{
case JsonValueKind.Object:
foreach (var prop in element.EnumerateObject())
{
if (prop.Name == "text" && prop.Value.ValueKind == JsonValueKind.String)
{
var val = prop.Value.GetString();
if (!string.IsNullOrEmpty(val))
{
texts.Add(val);
}
}
else
{
CollectTextFields(prop.Value, texts);
}
}
break;
case JsonValueKind.Array:
foreach (var item in element.EnumerateArray())
{
CollectTextFields(item, texts);
}
break;
}
}
}