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Epubの情報の取得GPT4による解析 #41

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Feb 25, 2024
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2 changes: 1 addition & 1 deletion KoeBook.Core/Contracts/Services/IAnalyzerService.cs
Original file line number Diff line number Diff line change
Expand Up @@ -8,5 +8,5 @@ public interface IAnalyzerService
/// 本の情報の取得・解析を行います
/// </summary>
/// <returns>編集前の読み上げテキスト</returns>
ValueTask<BookScripts> AnalyzeAsync(BookProperties bookProperties, CancellationToken cancellationToken);
ValueTask<BookScripts> AnalyzeAsync(BookProperties bookProperties, string tempDirectory, string coverFilePath, CancellationToken cancellationToken);
}
8 changes: 8 additions & 0 deletions KoeBook.Core/Contracts/Services/ILlmAnalyzerService.cs
Original file line number Diff line number Diff line change
@@ -0,0 +1,8 @@
using KoeBook.Core.Models;

namespace KoeBook.Core.Contracts.Services;

public interface ILlmAnalyzerService
{
ValueTask<BookScripts> LlmAnalyzeScriptLinesAsync(BookProperties bookProperties, List<ScriptLine> scriptLines, List<string> chunks, CancellationToken cancellationToken);
}
4 changes: 3 additions & 1 deletion KoeBook.Core/Contracts/Services/ISecretSettingsService.cs
Original file line number Diff line number Diff line change
Expand Up @@ -2,7 +2,9 @@

public interface ISecretSettingsService
{
Task<string?> GetApiKeyAsync(string folderPath, CancellationToken cancellationToken);
string? ApiKey { get; }

Task<string?> InitializeAsync(string folderPath, CancellationToken cancellationToken);

Task SaveApiKeyAsync(string folderPath, string apiKey, CancellationToken cancellationToken);
}
6 changes: 6 additions & 0 deletions KoeBook.Core/EbookException.cs
Original file line number Diff line number Diff line change
Expand Up @@ -40,4 +40,10 @@ public enum ExceptionType

[EnumMember(Value = "有効な Style Bert VITS のAPIルートを設定してください")]
UnknownStyleBertVitsRoot,

[EnumMember(Value = "GPT4による話者・スタイル設定に失敗しました")]
Gpt4TalkerAndStyleSettingFailed,

[EnumMember(Value = "webページの解析に失敗しました")]
WebScrapingFailed
}
4 changes: 2 additions & 2 deletions KoeBook.Core/KoeBook.Core.csproj
Original file line number Diff line number Diff line change
@@ -1,4 +1,4 @@
<Project Sdk="Microsoft.NET.Sdk">
<Project Sdk="Microsoft.NET.Sdk">
<PropertyGroup>
<TargetFramework>net8.0</TargetFramework>
<RootNamespace>KoeBook.Core</RootNamespace>
Expand All @@ -9,8 +9,8 @@
</PropertyGroup>

<ItemGroup>
<PackageReference Include="Betalgo.OpenAI" Version="7.4.6" />
<PackageReference Include="FastEnum" Version="1.8.0" />
<PackageReference Include="Microsoft.Extensions.Http" Version="8.0.0" />
<PackageReference Include="System.Security.Cryptography.ProtectedData" Version="8.0.0" />
</ItemGroup>

Expand Down
13 changes: 13 additions & 0 deletions KoeBook.Core/Services/AnalyzerService _CoverFileBytes.cs
Original file line number Diff line number Diff line change
@@ -0,0 +1,13 @@
using System.Text;
using System.Text.RegularExpressions;
using KoeBook.Core.Contracts.Services;
using KoeBook.Core.Models;
using KoeBook.Epub;
using KoeBook.Epub.Service;

namespace KoeBook.Core.Services;

public partial class AnalyzerService
{
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}
113 changes: 113 additions & 0 deletions KoeBook.Core/Services/AnalyzerService.cs
Original file line number Diff line number Diff line change
@@ -0,0 +1,113 @@
using System.Text;
using System.Text.RegularExpressions;
using KoeBook.Core.Contracts.Services;
using KoeBook.Core.Models;
using KoeBook.Epub;
using KoeBook.Epub.Service;

namespace KoeBook.Core.Services;

public partial class AnalyzerService(IScrapingService scrapingService, IEpubDocumentStoreService epubDocumentStoreService, ILlmAnalyzerService llmAnalyzerService) : IAnalyzerService
{
private readonly IScrapingService _scrapingService = scrapingService;
private readonly IEpubDocumentStoreService _epubDocumentStoreService = epubDocumentStoreService;
private readonly ILlmAnalyzerService _llmAnalyzerService = llmAnalyzerService;
private Dictionary<string, string> _rubyReplacements = new Dictionary<string, string>();

public async ValueTask<BookScripts> AnalyzeAsync(BookProperties bookProperties, string tempDirectory, string coverFilePath, CancellationToken cancellationToken)
{
coverFilePath = Path.Combine(tempDirectory, "Cover.png");
using var fs = File.Create(coverFilePath);
await fs.WriteAsync(CoverFile.ToArray(), cancellationToken);
await fs.FlushAsync(cancellationToken);

EpubDocument? document;
try
{
document = await _scrapingService.ScrapingAsync(bookProperties.Source, coverFilePath, tempDirectory, bookProperties.Id, cancellationToken);
}
catch (Exception ex)
{
EbookException.Throw(ExceptionType.WebScrapingFailed, "", ex);
return default;
}
_epubDocumentStoreService.Register(document, cancellationToken);

var scriptLines = new List<ScriptLine>();
foreach (var chapter in document.Chapters)
{
foreach (var section in chapter.Sections)
{
foreach (var element in section.Elements)
{
if (element is Paragraph paragraph)
{
var line = paragraph.Text;
// rubyタグがあればルビのdictionaryに登録
var rubyDict = ExtractRuby(line);

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foreach (var ruby in rubyDict)
{
if (!_rubyReplacements.ContainsKey(ruby.Key))
{
_rubyReplacements.Add(ruby.Key, ruby.Value);
}
}
// ルビを置換
line = ReplaceBaseTextWithRuby(line, rubyDict);

scriptLines.Add(new ScriptLine(paragraph, line, "", ""));
}
}
}
}

// 800文字以上になったら1チャンクに分ける
var chunks = new List<string>();
var chunk = new StringBuilder();
foreach (var line in scriptLines)
{
if (chunk.Length + line.Text.Length > 800)
{
chunks.Add(chunk.ToString());
chunk.Clear();
}
chunk.AppendLine(line.Text);
}
if (chunk.Length > 0) chunks.Add(chunk.ToString());

// GPT4による話者、スタイル解析
var bookScripts = await _llmAnalyzerService.LlmAnalyzeScriptLinesAsync(bookProperties, scriptLines, chunks, cancellationToken);

return bookScripts;
}

private static Dictionary<string, string> ExtractRuby(string text)
{
var rubyDict = new Dictionary<string, string>();
var rubyRegex = new Regex("<ruby><rb>(.*?)</rb><rp>(</rp><rt>(.*?)</rt><rp>)</rp></ruby>");

foreach (Match match in rubyRegex.Matches(text))
{
if (!rubyDict.ContainsKey(match.Groups[1].Value))
{
rubyDict.Add(match.Groups[1].Value, match.Groups[2].Value);
}
}

return rubyDict;
}

private static string ReplaceBaseTextWithRuby(string text, Dictionary<string, string> rubyDict)
{
// 元のテキストからルビタグをすべてルビテキストに置き換える
var resultText = text;
foreach (var pair in rubyDict)
{
var rubyTag = $"<ruby><rb>{pair.Key}</rb><rp>(</rp><rt>{pair.Value}</rt><rp>)</rp></ruby>";
resultText = resultText.Replace(rubyTag, pair.Value);
}

return resultText;
}
}
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