main

Dockerfile

@@ -7,7 +7,7 @@ WORKDIR /app
 RUN apk add --no-cache openssl libc6-compat
 
 # pnpm kurulumu (workspace kuralı gereği)
-RUN corepack enable && corepack prepare pnpm@latest --activate
+RUN corepack enable && corepack prepare pnpm@9.15.4 --activate
 
 # Paket dosyalarını kopyala
 COPY package.json pnpm-lock.yaml ./
@@ -29,7 +29,7 @@ FROM node:20-alpine AS production
 RUN apk add --no-cache openssl libc6-compat
 
 # pnpm kurulumu
-RUN corepack enable && corepack prepare pnpm@latest --activate
+RUN corepack enable && corepack prepare pnpm@9.15.4 --activate
 
 WORKDIR /app
 

check_db.js

@@ -1,12 +1,18 @@
 const { PrismaClient } = require('@prisma/client');
 const prisma = new PrismaClient();
 
-async function main() {
+async function check() {
-  const admin = await prisma.user.findFirst({
+  const episodes = await prisma.tubeStrategistEpisode.findMany({
-    where: { email: 'admin@contentgen.ai' },
+    orderBy: { createdAt: 'desc' },
-    include: { roles: { include: { role: true } } }
+    take: 1
   });
-  console.log(JSON.stringify(admin, null, 2));
+  
+  if (episodes.length > 0) {
+    const analysis = episodes[0].masterAnalysis;
+    console.log("Thumbnail URL:", JSON.stringify(analysis.thumbnailUrl, null, 2));
+  } else {
+    console.log("No episodes found.");
+  }
 }
 
-main().catch(console.error).finally(() => prisma.$disconnect());
+check().catch(console.error).finally(() => prisma.$disconnect());

media-worker/Program.cs

@@ -73,6 +73,9 @@ try
     builder.Services.AddHttpClient<MinimaxTtsService>("MinimaxTTS")
         .AddPolicyHandler(combinedPolicy);
 
+    builder.Services.AddHttpClient<VoiceboxTtsService>("VoiceboxTTS")
+        .AddPolicyHandler(combinedPolicy);
+
     builder.Services.AddHttpClient<SunoMusicService>("Suno")
         .AddPolicyHandler(combinedPolicy);
 

media-worker/Services/VideoRenderPipeline.cs

@@ -25,6 +25,7 @@ public class VideoRenderPipeline
     private readonly TtsService _tts;
     private readonly OpenAiTtsService _openAiTts;
     private readonly MinimaxTtsService _minimaxTts;
+    private readonly VoiceboxTtsService _voiceboxTts;
     private readonly SunoMusicService _sunoMusic;
     private readonly AudioCraftService _audioCraft;
     private readonly RemotionService _remotion;
@@ -38,6 +39,7 @@ public class VideoRenderPipeline
         TtsService tts,
         OpenAiTtsService openAiTts,
         MinimaxTtsService minimaxTts,
+        VoiceboxTtsService voiceboxTts,
         SunoMusicService sunoMusic,
         AudioCraftService audioCraft,
         RemotionService remotion,
@@ -50,6 +52,7 @@ public class VideoRenderPipeline
         _tts = tts;
         _openAiTts = openAiTts;
         _minimaxTts = minimaxTts;
+        _voiceboxTts = voiceboxTts;
         _sunoMusic = sunoMusic;
         _audioCraft = audioCraft;
         _remotion = remotion;
@@ -276,6 +279,10 @@ public class VideoRenderPipeline
         {
             result = await _minimaxTts.GenerateNarrationAsync(scene, outputDir, voiceStyle, ct);
         }
+        else if (!string.IsNullOrEmpty(scene.TtsProvider) && scene.TtsProvider.Equals("voicebox", StringComparison.OrdinalIgnoreCase))
+        {
+            result = await _voiceboxTts.GenerateNarrationAsync(scene, outputDir, voiceStyle, ct);
+        }
         else
         {
             // Default: ElevenLabs

media-worker/Services/VoiceboxTtsService.cs

@@ -0,0 +1,166 @@
+using System.Net.Http.Headers;
+using System.Text;
+using System.Text.Json;
+using Microsoft.Extensions.Logging;
+using Microsoft.Extensions.Options;
+using SaasMediaWorker.Configuration;
+using SaasMediaWorker.Models;
+
+namespace SaasMediaWorker.Services;
+
+/// <summary>
+/// VoiceBox AI Studio Client — Metin → Ses dönüşümü (%100 Yerel ve Ücretsiz).
+/// </summary>
+public class VoiceboxTtsService
+{
+    private readonly HttpClient _httpClient;
+    private readonly ILogger<VoiceboxTtsService> _logger;
+    private readonly ApiSettings _settings;
+
+    public VoiceboxTtsService(
+        HttpClient httpClient,
+        ILogger<VoiceboxTtsService> logger,
+        IOptions<ApiSettings> settings)
+    {
+        _httpClient = httpClient;
+        _logger = logger;
+        _settings = settings.Value;
+
+        // Docker ağı üzerinde voicebox servisine bağlanır
+        // C# projesinin appsettings.json dosyasından da okunabilir ama varsayılanı atıyoruz
+        _httpClient.BaseAddress = new Uri("http://contgen-ai-voicebox:17493/");
+        _httpClient.Timeout = TimeSpan.FromMinutes(5); // Yerel render işlemci hızına bağlı sürebilir
+    }
+
+    /// <summary>
+    /// Bir sahnenin narration metnini sese çevirir ve dosyaya kaydeder.
+    /// </summary>
+    public async Task<GeneratedMediaFile> GenerateNarrationAsync(
+        ScenePayload scene,
+        string outputDirectory,
+        string voiceStyle,
+        CancellationToken ct)
+    {
+        _logger.LogInformation(
+            "🎙️ VoiceBox TTS üretimi — Sahne {Order}: \"{Text}\"",
+            scene.Order,
+            scene.NarrationText[..Math.Min(60, scene.NarrationText.Length)]);
+
+        // VoiceBox'ta varsayılan bir profil (Örn: Kokoro default)
+        var profileId = string.IsNullOrWhiteSpace(voiceStyle) ? "b6a8a474-0fc0-4a8f-b9f1-a1e4c84a8649" : voiceStyle;
+
+        var requestBody = new
+        {
+            text = scene.NarrationText,
+            profile_id = profileId,
+            language = "tr",
+            engine = "kokoro"
+        };
+
+        var content = new StringContent(
+            JsonSerializer.Serialize(requestBody),
+            Encoding.UTF8,
+            "application/json");
+
+        // 1. Asenkron üretim başlat
+        var generateResponse = await _httpClient.PostAsync("generate", content, ct);
+        generateResponse.EnsureSuccessStatusCode();
+
+        var genJsonStr = await generateResponse.Content.ReadAsStringAsync(ct);
+        using var genDoc = JsonDocument.Parse(genJsonStr);
+        var generationId = genDoc.RootElement.GetProperty("id").GetString();
+        
+        if (string.IsNullOrEmpty(generationId))
+        {
+            throw new Exception("VoiceBox üretim başlatıldı ancak ID alınamadı.");
+        }
+
+        // 2. Durumu polling ile kontrol et
+        string status = "generating";
+        int attempts = 0;
+        int maxAttempts = 120; // 120 * 2sn = 4 dakika
+
+        while (status != "completed" && status != "failed" && attempts < maxAttempts && !ct.IsCancellationRequested)
+        {
+            await Task.Delay(2000, ct);
+            
+            var historyResponse = await _httpClient.GetAsync("history", ct);
+            if (historyResponse.IsSuccessStatusCode)
+            {
+                var historyStr = await historyResponse.Content.ReadAsStringAsync(ct);
+                using var historyDoc = JsonDocument.Parse(historyStr);
+                
+                JsonElement itemsElement;
+                if (historyDoc.RootElement.ValueKind == JsonValueKind.Array)
+                {
+                    itemsElement = historyDoc.RootElement;
+                }
+                else if (historyDoc.RootElement.TryGetProperty("items", out var itemsProp) && itemsProp.ValueKind == JsonValueKind.Array)
+                {
+                    itemsElement = itemsProp;
+                }
+                else
+                {
+                    continue; // Geçersiz format
+                }
+
+                foreach (var item in itemsElement.EnumerateArray())
+                {
+                    if (item.GetProperty("id").GetString() == generationId)
+                    {
+                        if (item.TryGetProperty("status", out var statusProp))
+                        {
+                            status = statusProp.GetString() ?? "completed";
+                        }
+                        else
+                        {
+                            status = "completed";
+                        }
+                        
+                        if (status == "failed")
+                        {
+                            var errorMsg = item.TryGetProperty("error", out var errProp) ? errProp.GetString() : "Bilinmeyen üretim hatası";
+                            throw new Exception($"VoiceBox ses üretemedi: {errorMsg}");
+                        }
+                        break;
+                    }
+                }
+            }
+            attempts++;
+        }
+
+        if (status != "completed")
+        {
+            throw new Exception("VoiceBox ses üretimi zaman aşımına uğradı.");
+        }
+
+        // 3. Üretilen ses dosyasını indir
+        var audioResponse = await _httpClient.GetAsync($"audio/{generationId}", ct);
+        audioResponse.EnsureSuccessStatusCode();
+
+        var audioBytes = await audioResponse.Content.ReadAsByteArrayAsync(ct);
+        
+        var extension = audioResponse.Content.Headers.ContentType?.MediaType == "audio/mpeg" ? "mp3" : "wav";
+        var outputPath = Path.Combine(outputDirectory, $"scene_{scene.Order:D2}_narration.{extension}");
+        
+        await File.WriteAllBytesAsync(outputPath, audioBytes, ct);
+
+        var fileInfo = new FileInfo(outputPath);
+
+        _logger.LogInformation(
+            "VoiceBox TTS tamamlandı — Sahne {Order}: {Size} bytes",
+            scene.Order, fileInfo.Length);
+
+        return new GeneratedMediaFile
+        {
+            SceneId = scene.Id,
+            SceneOrder = scene.Order,
+            Type = MediaFileType.AudioNarration,
+            LocalPath = outputPath,
+            FileSizeBytes = fileInfo.Length,
+            DurationSeconds = scene.Duration,
+            MimeType = $"audio/{extension}",
+            AiProvider = "voicebox"
+        };
+    }
+}

package.json

@@ -24,6 +24,7 @@
   "dependencies": {
     "@aws-sdk/client-s3": "^3.964.0",
     "@google/genai": "^1.35.0",
+    "@nestjs/axios": "^4.0.1",
     "@nestjs/bullmq": "^11.0.4",
     "@nestjs/cache-manager": "^3.1.0",
     "@nestjs/common": "^11.0.1",

pnpm-lock.yaml

@@ -14,6 +14,9 @@ importers:
       '@google/genai':
         specifier: ^1.35.0
         version: 1.47.0
+      '@nestjs/axios':
+        specifier: ^4.0.1
+        version: 4.0.1(@nestjs/common@11.1.17(class-transformer@0.5.1)(class-validator@0.14.4)(reflect-metadata@0.2.2)(rxjs@7.8.2))(axios@1.15.0)(rxjs@7.8.2)
       '@nestjs/bullmq':
         specifier: ^11.0.4
         version: 11.0.4(@nestjs/common@11.1.17(class-transformer@0.5.1)(class-validator@0.14.4)(reflect-metadata@0.2.2)(rxjs@7.8.2))(@nestjs/core@11.1.17)(bullmq@5.71.1)
@@ -46,7 +49,7 @@ importers:
         version: 11.2.6(@nestjs/common@11.1.17(class-transformer@0.5.1)(class-validator@0.14.4)(reflect-metadata@0.2.2)(rxjs@7.8.2))(@nestjs/core@11.1.17)(class-transformer@0.5.1)(class-validator@0.14.4)(reflect-metadata@0.2.2)
       '@nestjs/terminus':
         specifier: ^11.0.0
-        version: 11.1.1(@nestjs/common@11.1.17(class-transformer@0.5.1)(class-validator@0.14.4)(reflect-metadata@0.2.2)(rxjs@7.8.2))(@nestjs/core@11.1.17)(@prisma/client@5.22.0(prisma@5.22.0))(reflect-metadata@0.2.2)(rxjs@7.8.2)
+        version: 11.1.1(@nestjs/axios@4.0.1(@nestjs/common@11.1.17(class-transformer@0.5.1)(class-validator@0.14.4)(reflect-metadata@0.2.2)(rxjs@7.8.2))(axios@1.15.0)(rxjs@7.8.2))(@nestjs/common@11.1.17(class-transformer@0.5.1)(class-validator@0.14.4)(reflect-metadata@0.2.2)(rxjs@7.8.2))(@nestjs/core@11.1.17)(@prisma/client@5.22.0(prisma@5.22.0))(reflect-metadata@0.2.2)(rxjs@7.8.2)
       '@nestjs/throttler':
         specifier: ^6.5.0
         version: 6.5.0(@nestjs/common@11.1.17(class-transformer@0.5.1)(class-validator@0.14.4)(reflect-metadata@0.2.2)(rxjs@7.8.2))(@nestjs/core@11.1.17)(reflect-metadata@0.2.2)
@@ -1136,6 +1139,13 @@ packages:
   '@napi-rs/wasm-runtime@0.2.12':
     resolution: {integrity: sha512-ZVWUcfwY4E/yPitQJl481FjFo3K22D6qF0DuFH6Y/nbnE11GY5uguDxZMGXPQ8WQ0128MXQD7TnfHyK4oWoIJQ==}
 
+  '@nestjs/axios@4.0.1':
+    resolution: {integrity: sha512-68pFJgu+/AZbWkGu65Z3r55bTsCPlgyKaV4BSG8yUAD72q1PPuyVRgUwFv6BxdnibTUHlyxm06FmYWNC+bjN7A==}
+    peerDependencies:
+      '@nestjs/common': ^10.0.0 || ^11.0.0
+      axios: ^1.3.1
+      rxjs: ^7.0.0
+
   '@nestjs/bull-shared@11.0.4':
     resolution: {integrity: sha512-VBJcDHSAzxQnpcDfA0kt9MTGUD1XZzfByV70su0W0eDCQ9aqIEBlzWRW21tv9FG9dIut22ysgDidshdjlnczLw==}
     peerDependencies:
@@ -5793,6 +5803,12 @@ snapshots:
       '@tybys/wasm-util': 0.10.1
     optional: true
 
+  '@nestjs/axios@4.0.1(@nestjs/common@11.1.17(class-transformer@0.5.1)(class-validator@0.14.4)(reflect-metadata@0.2.2)(rxjs@7.8.2))(axios@1.15.0)(rxjs@7.8.2)':
+    dependencies:
+      '@nestjs/common': 11.1.17(class-transformer@0.5.1)(class-validator@0.14.4)(reflect-metadata@0.2.2)(rxjs@7.8.2)
+      axios: 1.15.0
+      rxjs: 7.8.2
+
   '@nestjs/bull-shared@11.0.4(@nestjs/common@11.1.17(class-transformer@0.5.1)(class-validator@0.14.4)(reflect-metadata@0.2.2)(rxjs@7.8.2))(@nestjs/core@11.1.17)':
     dependencies:
       '@nestjs/common': 11.1.17(class-transformer@0.5.1)(class-validator@0.14.4)(reflect-metadata@0.2.2)(rxjs@7.8.2)
@@ -5948,7 +5964,7 @@ snapshots:
       class-transformer: 0.5.1
       class-validator: 0.14.4
 
-  '@nestjs/terminus@11.1.1(@nestjs/common@11.1.17(class-transformer@0.5.1)(class-validator@0.14.4)(reflect-metadata@0.2.2)(rxjs@7.8.2))(@nestjs/core@11.1.17)(@prisma/client@5.22.0(prisma@5.22.0))(reflect-metadata@0.2.2)(rxjs@7.8.2)':
+  '@nestjs/terminus@11.1.1(@nestjs/axios@4.0.1(@nestjs/common@11.1.17(class-transformer@0.5.1)(class-validator@0.14.4)(reflect-metadata@0.2.2)(rxjs@7.8.2))(axios@1.15.0)(rxjs@7.8.2))(@nestjs/common@11.1.17(class-transformer@0.5.1)(class-validator@0.14.4)(reflect-metadata@0.2.2)(rxjs@7.8.2))(@nestjs/core@11.1.17)(@prisma/client@5.22.0(prisma@5.22.0))(reflect-metadata@0.2.2)(rxjs@7.8.2)':
     dependencies:
       '@nestjs/common': 11.1.17(class-transformer@0.5.1)(class-validator@0.14.4)(reflect-metadata@0.2.2)(rxjs@7.8.2)
       '@nestjs/core': 11.1.17(@nestjs/common@11.1.17(class-transformer@0.5.1)(class-validator@0.14.4)(reflect-metadata@0.2.2)(rxjs@7.8.2))(@nestjs/platform-express@11.1.17)(@nestjs/websockets@11.1.17)(reflect-metadata@0.2.2)(rxjs@7.8.2)
@@ -5957,6 +5973,7 @@ snapshots:
       reflect-metadata: 0.2.2
       rxjs: 7.8.2
     optionalDependencies:
+      '@nestjs/axios': 4.0.1(@nestjs/common@11.1.17(class-transformer@0.5.1)(class-validator@0.14.4)(reflect-metadata@0.2.2)(rxjs@7.8.2))(axios@1.15.0)(rxjs@7.8.2)
       '@prisma/client': 5.22.0(prisma@5.22.0)
 
   '@nestjs/testing@11.1.17(@nestjs/common@11.1.17(class-transformer@0.5.1)(class-validator@0.14.4)(reflect-metadata@0.2.2)(rxjs@7.8.2))(@nestjs/core@11.1.17)(@nestjs/platform-express@11.1.17)':

prisma/schema.prisma

@@ -15,72 +15,72 @@ datasource db {
 // ============================================
 
 model User {
-  id            String    @id @default(uuid())
+  id        String  @id @default(uuid())
-  email         String    @unique
+  email     String  @unique
-  password      String
+  password  String
-  firstName     String?
+  firstName String?
-  lastName      String?
+  lastName  String?
-  isActive      Boolean   @default(true)
+  isActive  Boolean @default(true)
-  
+
   // Core Relations
   roles         UserRole[]
   refreshTokens RefreshToken[]
-  
+
   // Video SaaS Relations
-  projects          Project[]
+  projects               Project[]
-  subscriptions     Subscription[]
+  subscriptions          Subscription[]
-  creditTransactions CreditTransaction[]
+  creditTransactions     CreditTransaction[]
-  templateUsages    TemplateUsage[]
+  templateUsages         TemplateUsage[]
-  notifications     Notification[]
+  notifications          Notification[]
-  preferences       UserPreference?
+  preferences            UserPreference?
-  youtubeAnalyses   YoutubeAnalysis[]
+  youtubeAnalyses        YoutubeAnalysis[]
-  youtubeSeoAnalyses YoutubeSeoAnalysis[]
+  youtubeSeoAnalyses     YoutubeSeoAnalysis[]
   tubeStrategistProjects TubeStrategistProject[]
-  
+
   // Multi-tenancy (optional)
-  tenantId      String?
+  tenantId String?
-  tenant        Tenant?   @relation(fields: [tenantId], references: [id])
+  tenant   Tenant? @relation(fields: [tenantId], references: [id])
-  
+
   // Timestamps & Soft Delete
-  createdAt     DateTime  @default(now())
+  createdAt DateTime  @default(now())
-  updatedAt     DateTime  @updatedAt
+  updatedAt DateTime  @updatedAt
-  deletedAt     DateTime?
+  deletedAt DateTime?
 
   @@index([email])
   @@index([tenantId])
 }
 
 model Role {
-  id          String       @id @default(uuid())
+  id          String  @id @default(uuid())
-  name        String       @unique
+  name        String  @unique
   description String?
-  isSystem    Boolean      @default(false)
+  isSystem    Boolean @default(false)
-  
+
   // Relations
   users       UserRole[]
   permissions RolePermission[]
-  
+
   // Timestamps & Soft Delete
-  createdAt   DateTime     @default(now())
+  createdAt DateTime  @default(now())
-  updatedAt   DateTime     @updatedAt
+  updatedAt DateTime  @updatedAt
-  deletedAt   DateTime?
+  deletedAt DateTime?
 
   @@index([name])
 }
 
 model Permission {
-  id          String           @id @default(uuid())
+  id          String  @id @default(uuid())
-  name        String           @unique
+  name        String  @unique
   description String?
-  resource    String           // e.g., "users", "posts"
+  resource    String // e.g., "users", "posts"
-  action      String           // e.g., "create", "read", "update", "delete"
+  action      String // e.g., "create", "read", "update", "delete"
-  
+
   // Relations
-  roles       RolePermission[]
+  roles RolePermission[]
-  
+
   // Timestamps
-  createdAt   DateTime         @default(now())
+  createdAt DateTime @default(now())
-  updatedAt   DateTime         @updatedAt
+  updatedAt DateTime @updatedAt
 
   @@unique([resource, action])
   @@index([resource])
@@ -135,14 +135,14 @@ model RefreshToken {
 // ============================================
 
 model Tenant {
-  id        String    @id @default(uuid())
+  id       String  @id @default(uuid())
-  name      String
+  name     String
-  slug      String    @unique
+  slug     String  @unique
-  isActive  Boolean   @default(true)
+  isActive Boolean @default(true)
-  
+
   // Relations
-  users     User[]
+  users User[]
-  
+
   // Timestamps & Soft Delete
   createdAt DateTime  @default(now())
   updatedAt DateTime  @updatedAt
@@ -156,12 +156,12 @@ model Tenant {
 // ============================================
 
 model Translation {
-  id        String   @id @default(uuid())
+  id        String @id @default(uuid())
   key       String
-  locale    String   // e.g., "en", "tr", "de"
+  locale    String // e.g., "en", "tr", "de"
   value     String
-  namespace String   @default("common") // e.g., "common", "errors", "validation"
+  namespace String @default("common") // e.g., "common", "errors", "validation"
-  
+
   // Timestamps
   createdAt DateTime @default(now())
   updatedAt DateTime @updatedAt
@@ -247,73 +247,73 @@ enum SourceType {
 // ============================================
 
 model Project {
-  id              String        @id @default(uuid())
+  id          String  @id @default(uuid())
-  title           String        @db.VarChar(200)
+  title       String  @db.VarChar(200)
-  description     String?       @db.VarChar(1000)
+  description String? @db.VarChar(1000)
-  prompt          String        @db.Text
+  prompt      String  @db.Text
-  
+
   // AI Generated Script
-  scriptJson      Json?         // Gemini API raw JSON output
+  scriptJson    Json? // Gemini API raw JSON output
-  scriptVersion   Int           @default(0)
+  scriptVersion Int   @default(0)
-  
+
   // Configuration
-  language        String        @default("tr") @db.VarChar(5) // ISO 639-1
+  language           String      @default("tr") @db.VarChar(5) // ISO 639-1
-  aspectRatio     AspectRatio   @default(PORTRAIT_9_16)
+  aspectRatio        AspectRatio @default(PORTRAIT_9_16)
-  videoStyle      String        @default("CINEMATIC") @db.VarChar(50)
+  videoStyle         String      @default("CINEMATIC") @db.VarChar(50)
-  cinematicReference String?    @db.VarChar(200)
+  cinematicReference String?     @db.VarChar(200)
-  targetDuration  Int           @default(60) // saniye
+  targetDuration     Int         @default(60) // saniye
-  
+
   // SEO & Social Content (skill-enhanced)
-  seoKeywords     String[]      // Hedeflenen SEO anahtar kelimeler
+  seoKeywords    String[] // Hedeflenen SEO anahtar kelimeler
-  seoTitle        String?       @db.VarChar(200)
+  seoTitle       String?  @db.VarChar(200)
-  seoDescription  String?       @db.VarChar(500)
+  seoDescription String?  @db.VarChar(500)
-  seoTitleAlts    String[]      // 5 alternatif SEO başlığı (AI üretimi)
+  seoTitleAlts   String[] // 5 alternatif SEO başlığı (AI üretimi)
-  seoScore        Int?          // 0-100 arası SEO güç skoru
+  seoScore       Int? // 0-100 arası SEO güç skoru
-  seoSchemaJson   Json?         // VideoObject structured data
+  seoSchemaJson  Json? // VideoObject structured data
-  socialContent   Json?         // { youtubeTitle, tiktokCaption, instagramCaption, twitterText }
+  socialContent  Json? // { youtubeTitle, tiktokCaption, instagramCaption, twitterText }
-  referenceUrl    String?       @db.VarChar(500)
+  referenceUrl   String?  @db.VarChar(500)
-  
+
   // İçerik Kaynağı
-  sourceType      SourceType    @default(MANUAL) // MANUAL, X_TWEET, YOUTUBE
+  sourceType      SourceType @default(MANUAL) // MANUAL, X_TWEET, YOUTUBE
-  sourceTweetData Json?         // X/Twitter tweet verisi (id, author, metrics, media)
+  sourceTweetData Json? // X/Twitter tweet verisi (id, author, metrics, media)
-  
+
   // Processing
-  status          ProjectStatus @default(DRAFT)
+  status       ProjectStatus @default(DRAFT)
-  progress        Int           @default(0)  // 0-100
+  progress     Int           @default(0) // 0-100
-  errorMessage    String?
+  errorMessage String?
-  
+
   // Output
-  finalVideoUrl   String?
+  finalVideoUrl String?
-  thumbnailUrl    String?
+  thumbnailUrl  String?
-  
+
   // Stats
-  creditsUsed     Int           @default(0)
+  creditsUsed Int @default(0)
-  viewCount       Int           @default(0)
+  viewCount   Int @default(0)
-  
+
   // Template Support
-  isTemplate      Boolean       @default(false)
+  isTemplate Boolean   @default(false)
-  templateId      String?       // Hangi şablondan klonlandı?
+  templateId String? // Hangi şablondan klonlandı?
-  template        Template?     @relation("ClonedFrom", fields: [templateId], references: [id])
+  template   Template? @relation("ClonedFrom", fields: [templateId], references: [id])
-  
+
   // Relations
   userId          String
-  user            User          @relation(fields: [userId], references: [id], onDelete: Cascade)
+  user            User              @relation(fields: [userId], references: [id], onDelete: Cascade)
   scenes          Scene[]
   mediaAssets     MediaAsset[]
   renderJobs      RenderJob[]
-  templateEntry   Template?     @relation("SourceProject")
+  templateEntry   Template?         @relation("SourceProject")
   seoScoreHistory SeoScoreHistory[]
-  
+
   // Parent-Child relationship for translations and versions
-  parentId        String?
+  parentId      String?
-  parentProject   Project?      @relation("ProjectVersions", fields: [parentId], references: [id])
+  parentProject Project?  @relation("ProjectVersions", fields: [parentId], references: [id])
-  childProjects   Project[]     @relation("ProjectVersions")
+  childProjects Project[] @relation("ProjectVersions")
-  
+
   // Timestamps & Soft Delete
-  createdAt       DateTime      @default(now())
+  createdAt   DateTime  @default(now())
-  updatedAt       DateTime      @updatedAt
+  updatedAt   DateTime  @updatedAt
-  completedAt     DateTime?
+  completedAt DateTime?
-  deletedAt       DateTime?
+  deletedAt   DateTime?
 
   @@index([userId])
   @@index([status])
@@ -327,14 +327,14 @@ model Project {
 // ============================================
 
 model SeoScoreHistory {
-  id        String   @id @default(uuid())
+  id       String @id @default(uuid())
-  score     Int      // 0-100
+  score    Int // 0-100
-  event     String   @db.VarChar(50) // script_generated, title_changed, seo_titles_regenerated
+  event    String @db.VarChar(50) // script_generated, title_changed, seo_titles_regenerated
-  metadata  Json?    // { selectedTitle, keywords, ... }
+  metadata Json? // { selectedTitle, keywords, ... }
-  
+
   projectId String
-  project   Project  @relation(fields: [projectId], references: [id], onDelete: Cascade)
+  project   Project @relation(fields: [projectId], references: [id], onDelete: Cascade)
-  
+
   createdAt DateTime @default(now())
 
   @@index([projectId])
@@ -342,27 +342,27 @@ model SeoScoreHistory {
 }
 
 model Scene {
-  id              String         @id @default(uuid())
+  id    String  @id @default(uuid())
-  order           Int            // Sahne sırası (1, 2, 3...)
+  order Int // Sahne sırası (1, 2, 3...)
-  title           String?        @db.VarChar(200)
+  title String? @db.VarChar(200)
-  
+
   // Content
-  narrationText   String         @db.Text // Hedef dildeki anlatım metni
+  narrationText String  @db.Text // Hedef dildeki anlatım metni
-  visualPrompt    String         @db.Text // İngilizce — Higgsfield AI prompt
+  visualPrompt  String  @db.Text // İngilizce — Higgsfield AI prompt
-  subtitleText    String?        @db.Text // Ekranda görünecek altyazı
+  subtitleText  String? @db.Text // Ekranda görünecek altyazı
-  
+
   // Timing
-  duration        Float          @default(5.0) // saniye
+  duration       Float          @default(5.0) // saniye
-  transitionType  TransitionType @default(CUT)
+  transitionType TransitionType @default(CUT)
-  
+
   // Relations
-  projectId       String
+  projectId   String
-  project         Project        @relation(fields: [projectId], references: [id], onDelete: Cascade)
+  project     Project      @relation(fields: [projectId], references: [id], onDelete: Cascade)
-  mediaAssets     MediaAsset[]
+  mediaAssets MediaAsset[]
-  
+
   // Timestamps
-  createdAt       DateTime       @default(now())
+  createdAt DateTime @default(now())
-  updatedAt       DateTime       @updatedAt
+  updatedAt DateTime @updatedAt
 
   @@index([projectId])
   @@index([order])
@@ -373,33 +373,33 @@ model Scene {
 // ============================================
 
 model MediaAsset {
-  id           String    @id @default(uuid())
+  id   String    @id @default(uuid())
-  type         MediaType
+  type MediaType
-  
+
   // Storage
-  s3Key        String?   // Cloudflare R2 / S3 object key
+  s3Key    String? // Cloudflare R2 / S3 object key
-  s3Bucket     String?   @db.VarChar(100)
+  s3Bucket String? @db.VarChar(100)
-  url          String?   // Public CDN URL
+  url      String? // Public CDN URL
-  
+
   // Metadata
-  fileName     String?   @db.VarChar(255)
+  fileName   String? @db.VarChar(255)
-  mimeType     String?   @db.VarChar(100)
+  mimeType   String? @db.VarChar(100)
-  sizeBytes    BigInt?
+  sizeBytes  BigInt?
-  durationMs   Int?      // Medya süresi (video/audio için)
+  durationMs Int? // Medya süresi (video/audio için)
-  
+
   // AI Provider Info
-  aiProvider   String?   @db.VarChar(50) // higgsfield, elevenlabs, suno
+  aiProvider String? @db.VarChar(50) // higgsfield, elevenlabs, suno
-  aiJobId      String?   // Dış API job ID'si
+  aiJobId    String? // Dış API job ID'si
-  
+
   // Relations
-  projectId    String
+  projectId String
-  project      Project   @relation(fields: [projectId], references: [id], onDelete: Cascade)
+  project   Project @relation(fields: [projectId], references: [id], onDelete: Cascade)
-  sceneId      String?   // null = proje genelinde (müzik, final vb.)
+  sceneId   String? // null = proje genelinde (müzik, final vb.)
-  scene        Scene?    @relation(fields: [sceneId], references: [id], onDelete: SetNull)
+  scene     Scene?  @relation(fields: [sceneId], references: [id], onDelete: SetNull)
-  
+
   // Timestamps
-  createdAt    DateTime  @default(now())
+  createdAt DateTime @default(now())
-  updatedAt    DateTime  @updatedAt
+  updatedAt DateTime @updatedAt
 
   @@index([projectId])
   @@index([sceneId])
@@ -407,37 +407,37 @@ model MediaAsset {
 }
 
 model RenderJob {
-  id               String          @id @default(uuid())
+  id           String          @id @default(uuid())
-  status           RenderJobStatus @default(QUEUED)
+  status       RenderJobStatus @default(QUEUED)
-  currentStage     RenderStage?
+  currentStage RenderStage?
-  
+
   // Queue Info
-  queueName        String          @default("video-generation") @db.VarChar(100)
+  queueName String  @default("video-generation") @db.VarChar(100)
-  bullJobId        String?         @db.VarChar(100) // BullMQ job ID
+  bullJobId String? @db.VarChar(100) // BullMQ job ID
-  
+
   // Retry
-  attemptNumber    Int             @default(1)
+  attemptNumber Int @default(1)
-  maxAttempts      Int             @default(3)
+  maxAttempts   Int @default(3)
-  
+
   // Processing
-  workerHostname   String?         @db.VarChar(100)
+  workerHostname   String? @db.VarChar(100)
-  processingTimeMs Int?            // Toplam render süresi
+  processingTimeMs Int? // Toplam render süresi
   errorMessage     String?
-  
+
   // Output
-  finalVideoUrl    String?
+  finalVideoUrl   String?
-  finalVideoS3Key  String?
+  finalVideoS3Key String?
-  
+
   // Relations
-  projectId        String
+  projectId String
-  project          Project     @relation(fields: [projectId], references: [id], onDelete: Cascade)
+  project   Project     @relation(fields: [projectId], references: [id], onDelete: Cascade)
-  logs             RenderLog[]
+  logs      RenderLog[]
-  
+
   // Timestamps
-  createdAt        DateTime    @default(now())
+  createdAt   DateTime  @default(now())
-  updatedAt        DateTime    @updatedAt
+  updatedAt   DateTime  @updatedAt
-  startedAt        DateTime?
+  startedAt   DateTime?
-  completedAt      DateTime?
+  completedAt DateTime?
 
   @@index([projectId])
   @@index([status])
@@ -445,19 +445,19 @@ model RenderJob {
 }
 
 model RenderLog {
-  id           String      @id @default(uuid())
+  id         String      @id @default(uuid())
-  stage        RenderStage
+  stage      RenderStage
-  level        String      @default("info") @db.VarChar(10) // info, warn, error
+  level      String      @default("info") @db.VarChar(10) // info, warn, error
-  message      String      @db.Text
+  message    String      @db.Text
-  durationMs   Int?        // Bu aşamanın süresi
+  durationMs Int? // Bu aşamanın süresi
-  metadata     Json?       // Ek JSON veri
+  metadata   Json? // Ek JSON veri
-  
+
   // Relations
-  renderJobId  String
+  renderJobId String
-  renderJob    RenderJob   @relation(fields: [renderJobId], references: [id], onDelete: Cascade)
+  renderJob   RenderJob @relation(fields: [renderJobId], references: [id], onDelete: Cascade)
-  
+
   // Timestamps
-  createdAt    DateTime    @default(now())
+  createdAt DateTime @default(now())
 
   @@index([renderJobId])
   @@index([stage])
@@ -468,37 +468,37 @@ model RenderLog {
 // ============================================
 
 model Template {
-  id                String          @id @default(uuid())
+  id String @id @default(uuid())
-  
+
   // Display
-  title             String          @db.VarChar(200)
+  title           String  @db.VarChar(200)
-  description       String?         @db.VarChar(500)
+  description     String? @db.VarChar(500)
-  thumbnailUrl      String?
+  thumbnailUrl    String?
-  previewVideoUrl   String?
+  previewVideoUrl String?
-  
+
   // Categorization
-  category          String          @default("general") @db.VarChar(50)
+  category String   @default("general") @db.VarChar(50)
-  tags              String[]        // PostgreSQL array
+  tags     String[] // PostgreSQL array
-  language          String          @default("tr") @db.VarChar(5)
+  language String   @default("tr") @db.VarChar(5)
-  
+
   // Source
-  originalProjectId String          @unique
+  originalProjectId String  @unique
-  originalProject   Project         @relation("SourceProject", fields: [originalProjectId], references: [id])
+  originalProject   Project @relation("SourceProject", fields: [originalProjectId], references: [id])
-  
+
   // Stats
-  usageCount        Int             @default(0)
+  usageCount  Int     @default(0)
-  rating            Float           @default(0)
+  rating      Float   @default(0)
-  ratingCount       Int             @default(0)
+  ratingCount Int     @default(0)
-  isFeatured        Boolean         @default(false)
+  isFeatured  Boolean @default(false)
-  isPublished       Boolean         @default(true)
+  isPublished Boolean @default(true)
-  
+
   // Relations
-  clonedProjects    Project[]       @relation("ClonedFrom")
+  clonedProjects Project[]       @relation("ClonedFrom")
-  usages            TemplateUsage[]
+  usages         TemplateUsage[]
-  
+
   // Timestamps
-  createdAt         DateTime        @default(now())
+  createdAt DateTime @default(now())
-  updatedAt         DateTime        @updatedAt
+  updatedAt DateTime @updatedAt
 
   @@index([category])
   @@index([language])
@@ -507,14 +507,14 @@ model Template {
 }
 
 model TemplateUsage {
-  id               String   @id @default(uuid())
+  id              String   @id @default(uuid())
-  templateId       String
+  templateId      String
-  template         Template @relation(fields: [templateId], references: [id], onDelete: Cascade)
+  template        Template @relation(fields: [templateId], references: [id], onDelete: Cascade)
-  userId           String
+  userId          String
-  user             User     @relation(fields: [userId], references: [id], onDelete: Cascade)
+  user            User     @relation(fields: [userId], references: [id], onDelete: Cascade)
-  clonedProjectId  String?  // Oluşturulan projenin ID'si
+  clonedProjectId String? // Oluşturulan projenin ID'si
-  
+
-  createdAt        DateTime @default(now())
+  createdAt DateTime @default(now())
 
   @@index([templateId])
   @@index([userId])
@@ -525,65 +525,65 @@ model TemplateUsage {
 // ============================================
 
 model Plan {
-  id              String         @id @default(uuid())
+  id          String  @id @default(uuid())
-  name            String         @unique @db.VarChar(50) // free, pro, business
+  name        String  @unique @db.VarChar(50) // free, pro, business
-  displayName     String         @db.VarChar(100)
+  displayName String  @db.VarChar(100)
-  description     String?        @db.VarChar(500)
+  description String? @db.VarChar(500)
-  
+
   // Pricing
-  monthlyPrice    Int            @default(0)     // cent cinsinden (1900 = $19)
+  monthlyPrice Int    @default(0) // cent cinsinden (1900 = $19)
-  yearlyPrice     Int?                            // Yıllık indirimli fiyat
+  yearlyPrice  Int? // Yıllık indirimli fiyat
-  currency        String         @default("usd") @db.VarChar(3)
+  currency     String @default("usd") @db.VarChar(3)
-  
+
   // Limits
-  monthlyCredits  Int            @default(3)
+  monthlyCredits Int    @default(3)
-  maxDuration     Int            @default(30)     // saniye
+  maxDuration    Int    @default(30) // saniye
-  maxResolution   String         @default("720p") @db.VarChar(10)
+  maxResolution  String @default("720p") @db.VarChar(10)
-  maxProjects     Int            @default(5)
+  maxProjects    Int    @default(5)
-  
+
   // Stripe
-  stripePriceId       String?    @db.VarChar(100)
+  stripePriceId       String? @db.VarChar(100)
-  stripeYearlyPriceId String?    @db.VarChar(100)
+  stripeYearlyPriceId String? @db.VarChar(100)
-  
+
   // Features
-  features        Json?          // { "templates": true, "priorityQueue": false, ... }
+  features  Json? // { "templates": true, "priorityQueue": false, ... }
-  isActive        Boolean        @default(true)
+  isActive  Boolean @default(true)
-  sortOrder       Int            @default(0)
+  sortOrder Int     @default(0)
-  
+
   // Relations
-  subscriptions   Subscription[]
+  subscriptions Subscription[]
-  
+
   // Timestamps
-  createdAt       DateTime       @default(now())
+  createdAt DateTime @default(now())
-  updatedAt       DateTime       @updatedAt
+  updatedAt DateTime @updatedAt
 
   @@index([name])
   @@index([isActive])
 }
 
 model Subscription {
-  id                    String   @id @default(uuid())
+  id     String @id @default(uuid())
-  status                String   @default("active") @db.VarChar(20) // active, canceled, past_due, trialing
+  status String @default("active") @db.VarChar(20) // active, canceled, past_due, trialing
-  
+
   // Stripe
-  stripeSubscriptionId  String?  @unique @db.VarChar(100)
+  stripeSubscriptionId String? @unique @db.VarChar(100)
-  stripeCustomerId      String?  @db.VarChar(100)
+  stripeCustomerId     String? @db.VarChar(100)
-  
+
   // Billing Cycle
-  currentPeriodStart    DateTime?
+  currentPeriodStart DateTime?
-  currentPeriodEnd      DateTime?
+  currentPeriodEnd   DateTime?
-  cancelAtPeriodEnd     Boolean  @default(false)
+  cancelAtPeriodEnd  Boolean   @default(false)
-  
+
   // Relations
-  userId                String
+  userId String
-  user                  User     @relation(fields: [userId], references: [id], onDelete: Cascade)
+  user   User   @relation(fields: [userId], references: [id], onDelete: Cascade)
-  planId                String
+  planId String
-  plan                  Plan     @relation(fields: [planId], references: [id])
+  plan   Plan   @relation(fields: [planId], references: [id])
-  
+
   // Timestamps
-  createdAt             DateTime @default(now())
+  createdAt  DateTime  @default(now())
-  updatedAt             DateTime @updatedAt
+  updatedAt  DateTime  @updatedAt
-  canceledAt            DateTime?
+  canceledAt DateTime?
 
   @@index([userId])
   @@index([planId])
@@ -592,21 +592,21 @@ model Subscription {
 }
 
 model CreditTransaction {
-  id          String   @id @default(uuid())
+  id          String  @id @default(uuid())
-  amount      Int      // Pozitif: ekleme, Negatif: harcama
+  amount      Int // Pozitif: ekleme, Negatif: harcama
-  type        String   @db.VarChar(30) // grant, usage, refund, bonus
+  type        String  @db.VarChar(30) // grant, usage, refund, bonus
-  description String?  @db.VarChar(200)
+  description String? @db.VarChar(200)
-  
+
   // Relations
-  userId      String
+  userId    String
-  user        User     @relation(fields: [userId], references: [id], onDelete: Cascade)
+  user      User    @relation(fields: [userId], references: [id], onDelete: Cascade)
-  projectId   String?  // Hangi projede harcandı
+  projectId String? // Hangi projede harcandı
-  
+
   // Balance Snapshot
-  balanceAfter Int     @default(0)
+  balanceAfter Int @default(0)
-  
+
   // Timestamps
-  createdAt   DateTime @default(now())
+  createdAt DateTime @default(now())
 
   @@index([userId])
   @@index([type])
@@ -618,43 +618,43 @@ model CreditTransaction {
 // ============================================
 
 model UserPreference {
-  id                String  @id @default(uuid())
+  id String @id @default(uuid())
-  
+
   // Defaults
-  defaultLanguage   String  @default("tr") @db.VarChar(5)
+  defaultLanguage   String @default("tr") @db.VarChar(5)
-  defaultVideoStyle String  @default("CINEMATIC") @db.VarChar(50)
+  defaultVideoStyle String @default("CINEMATIC") @db.VarChar(50)
-  defaultDuration   Int     @default(60)
+  defaultDuration   Int    @default(60)
-  
+
   // UI
-  theme             String  @default("dark") @db.VarChar(10)
+  theme              String  @default("dark") @db.VarChar(10)
   emailNotifications Boolean @default(true)
   pushNotifications  Boolean @default(true)
-  
+
   // Relations
-  userId            String  @unique
+  userId String @unique
-  user              User    @relation(fields: [userId], references: [id], onDelete: Cascade)
+  user   User   @relation(fields: [userId], references: [id], onDelete: Cascade)
-  
+
   // Timestamps
-  createdAt         DateTime @default(now())
+  createdAt DateTime @default(now())
-  updatedAt         DateTime @updatedAt
+  updatedAt DateTime @updatedAt
 
   @@index([userId])
 }
 
 model Notification {
-  id        String   @id @default(uuid())
+  id       String  @id @default(uuid())
-  type      String   @db.VarChar(30) // render_complete, render_failed, credit_low, system
+  type     String  @db.VarChar(30) // render_complete, render_failed, credit_low, system
-  title     String   @db.VarChar(200)
+  title    String  @db.VarChar(200)
-  message   String?  @db.Text
+  message  String? @db.Text
-  isRead    Boolean  @default(false)
+  isRead   Boolean @default(false)
-  metadata  Json?    // { projectId, renderJobId, ... }
+  metadata Json? // { projectId, renderJobId, ... }
-  
+
   // Relations
-  userId    String
+  userId String
-  user      User     @relation(fields: [userId], references: [id], onDelete: Cascade)
+  user   User   @relation(fields: [userId], references: [id], onDelete: Cascade)
-  
+
   // Timestamps
-  createdAt DateTime @default(now())
+  createdAt DateTime  @default(now())
   readAt    DateTime?
 
   @@index([userId])
@@ -667,23 +667,23 @@ model Notification {
 // ============================================
 
 model YoutubeAnalysis {
-  id           String   @id @default(uuid())
+  id           String  @id @default(uuid())
-  videoUrl     String   @db.VarChar(500)
+  videoUrl     String  @db.VarChar(500)
-  videoId      String   @db.VarChar(100)
+  videoId      String  @db.VarChar(100)
-  title        String?  @db.VarChar(500)
+  title        String? @db.VarChar(500)
-  thumbnail    String?  @db.VarChar(500)
+  thumbnail    String? @db.VarChar(500)
-  viewCount    String?  @db.VarChar(50)
+  viewCount    String? @db.VarChar(50)
-  likeCount    String?  @db.VarChar(50)
+  likeCount    String? @db.VarChar(50)
   commentCount Int?
-  analysisData Json     // Bütün Gemini analizi burada duracak
+  analysisData Json // Bütün Gemini analizi burada duracak
-  
+
   // Relations
-  userId       String
+  userId String
-  user         User     @relation(fields: [userId], references: [id], onDelete: Cascade)
+  user   User   @relation(fields: [userId], references: [id], onDelete: Cascade)
-  
+
   // Timestamps
-  createdAt    DateTime @default(now())
+  createdAt DateTime @default(now())
-  updatedAt    DateTime @updatedAt
+  updatedAt DateTime @updatedAt
 
   @@index([userId])
   @@index([videoId])
@@ -694,21 +694,21 @@ model YoutubeAnalysis {
 // ============================================
 
 model YoutubeSeoAnalysis {
-  id           String   @id @default(uuid())
+  id           String  @id @default(uuid())
-  videoUrl     String   @db.VarChar(500)
+  videoUrl     String  @db.VarChar(500)
-  videoId      String   @db.VarChar(100)
+  videoId      String  @db.VarChar(100)
-  title        String?  @db.VarChar(500)
+  title        String? @db.VarChar(500)
-  thumbnail    String?  @db.VarChar(500)
+  thumbnail    String? @db.VarChar(500)
-  seoScore     Int      @default(0)
+  seoScore     Int     @default(0)
-  analysisData Json     // Bütün Gemini analizi (Başlık, Açıklama, Keywords, Shorts fikirleri) burada duracak
+  analysisData Json // Bütün Gemini analizi (Başlık, Açıklama, Keywords, Shorts fikirleri) burada duracak
-  
+
   // Relations
-  userId       String
+  userId String
-  user         User     @relation(fields: [userId], references: [id], onDelete: Cascade)
+  user   User   @relation(fields: [userId], references: [id], onDelete: Cascade)
-  
+
   // Timestamps
-  createdAt    DateTime @default(now())
+  createdAt DateTime @default(now())
-  updatedAt    DateTime @updatedAt
+  updatedAt DateTime @updatedAt
 
   @@index([userId])
   @@index([videoId])
@@ -718,78 +718,82 @@ model YoutubeSeoAnalysis {
 // ============================================
 
 model TubeStrategistProject {
-  id             String    @id @default(uuid())
+  id     String @id @default(uuid())
-  name           String    @db.VarChar(500)
+  name   String @db.VarChar(500)
-  status         String    @default("DRAFT") // DRAFT, ANALYZING, COMPLETED
+  status String @default("DRAFT") // DRAFT, ANALYZING, COMPLETED
-  
+
-  // Settings
+  // Settings
-  tone           String?
+  tone              String?
-  duration       String?
+  duration          String?
-  speakerName    String?
+  speakerName       String?
-  targetAudience String?
+  targetAudience    String?
-  topicFocus     String?
+  topicFocus        String?
-  formatDescription String?  @db.Text
+  formatDescription String? @db.Text
+
+  masterAnalysis    Json? // Bütün master analizi burada duracak
+  communityInsights Json? // Yorum/Transkript analizinden çıkan gelecek bölüm fikirleri ve virallik skorları
 
-  masterAnalysis Json?     // Bütün master analizi burada duracak
-  
   // Relations
-  userId         String
+  userId   String
-  user           User      @relation(fields: [userId], references: [id], onDelete: Cascade)
+  user     User                    @relation(fields: [userId], references: [id], onDelete: Cascade)
-  videos         TubeStrategistVideo[]
+  videos   TubeStrategistVideo[]
-  episodes       TubeStrategistEpisode[]
+  episodes TubeStrategistEpisode[]
-  
+
   // Timestamps
-  createdAt      DateTime  @default(now())
+  createdAt DateTime @default(now())
-  updatedAt      DateTime  @updatedAt
+  updatedAt DateTime @updatedAt
 
   @@index([userId])
 }
 
 model TubeStrategistVideo {
-  id               String    @id @default(uuid())
+  id         String  @id @default(uuid())
-  youtubeUrl       String    @db.VarChar(500)
+  youtubeUrl String  @db.VarChar(500)
-  videoId          String    @db.VarChar(100)
+  videoId    String  @db.VarChar(100)
-  title            String?   @db.VarChar(500)
+  title      String? @db.VarChar(500)
-  thumbnail        String?   @db.VarChar(500)
+  thumbnail  String? @db.VarChar(500)
-  
+
-  transcript       String?   @db.Text
+  transcript         String? @db.Text
-  transcriptDuration Int?    // in seconds
+  transcriptDuration Int? // in seconds
-  
+
-  totalComments    Int       @default(0)
+  totalComments Int     @default(0)
-  mainComments     Int       @default(0)
+  mainComments  Int     @default(0)
-  replyComments    Int       @default(0)
+  replyComments Int     @default(0)
-  viewCount        String?   @db.VarChar(50)
+  viewCount     String? @db.VarChar(50)
-  likeCount        String?   @db.VarChar(50)
+  likeCount     String? @db.VarChar(50)
-  
+
-  commentsJson     Json?     // Storing top comments or buckets
+  commentsJson  Json? // Storing top comments or buckets
-  tier1Analysis    Json?     // Individual video analysis
+  tier1Analysis Json? // Individual video analysis
-  
+
   // Relations
-  projectId        String
+  projectId String
-  project          TubeStrategistProject @relation(fields: [projectId], references: [id], onDelete: Cascade)
+  project   TubeStrategistProject @relation(fields: [projectId], references: [id], onDelete: Cascade)
-  
+
   // Timestamps
-  createdAt        DateTime  @default(now())
+  createdAt DateTime @default(now())
-  updatedAt        DateTime  @updatedAt
+  updatedAt DateTime @updatedAt
 
   @@index([projectId])
 }
 
 model TubeStrategistEpisode {
-  id               String    @id @default(uuid())
+  id             String  @id @default(uuid())
-  topic            String    @db.VarChar(500)
+  topic          String  @db.VarChar(500)
-  targetAudience   String?   @db.VarChar(500)
+  targetAudience String? @db.VarChar(500)
-  duration         String?   @db.VarChar(100)
+  duration       String? @db.VarChar(100)
-  format           String?   @db.VarChar(100)
+  format         String? @db.VarChar(100)
-  
+
-  status           String    @default("DRAFT") // DRAFT, ANALYZING, COMPLETED
+  status           String @default("DRAFT") // DRAFT, ANALYZING, COMPLETED
-  masterAnalysis   Json?     
+  masterAnalysis   Json?
-  
+  sponsorshipPitch Json? // Sponsorluk e-posta şablonları ve kitle analizleri
-  projectId        String
+  thumbnailMatrix  Json? // A/B Test başlıkları ve küçük resim konseptleri
-  project          TubeStrategistProject @relation(fields: [projectId], references: [id], onDelete: Cascade)
+  shortsConcepts   Json? // Ana bölümden çıkarılmış 3-5 adet kısa içerik fikri
-  
+
-  createdAt        DateTime  @default(now())
+  projectId String
-  updatedAt        DateTime  @updatedAt
+  project   TubeStrategistProject @relation(fields: [projectId], references: [id], onDelete: Cascade)
+
+  createdAt DateTime @default(now())
+  updatedAt DateTime @updatedAt
 
   @@index([projectId])
 }

seed_voice.js

@@ -0,0 +1,21 @@
+const { PrismaClient } = require('@prisma/client');
+const prisma = new PrismaClient();
+
+async function main() {
+  await prisma.voiceProfile.create({
+    data: {
+      name: 'Özgür AI (Tüm Motorlar)',
+      description: 'İstediğiniz ses motorunu seçebileceğiniz serbest profil.',
+      voice_type: 'cloned',
+      language: 'tr',
+      tags: ['serbest', 'çok-dilli'],
+      preview_url: null,
+      personality: 'Sen yardımcı bir asistansın.',
+      default_engine: 'qwen'
+    }
+  });
+  console.log('Profile created');
+}
+main().catch(e => {
+  console.error(e);
+}).finally(() => prisma.$disconnect());

src/app.module.ts

@@ -54,6 +54,7 @@ import { DashboardModule } from './modules/dashboard/dashboard.module';
 import { NotificationsModule } from './modules/notifications/notifications.module';
 import { ExtractorModule } from './modules/extractor/extractor.module';
 import { YoutubeToolsModule } from './modules/youtube-tools/youtube-tools.module';
+import { VoiceboxModule } from './modules/voicebox/voicebox.module';
 
 // Guards
 import {
@@ -204,6 +205,7 @@ import {
     NotificationsModule,
     ExtractorModule,
     YoutubeToolsModule,
+    VoiceboxModule,
   ],
   providers: [
     // Global Exception Filter

src/modules/voicebox/voicebox.controller.ts

@@ -0,0 +1,57 @@
+import { Controller, Get, Post, Body, Res, HttpStatus, Param } from '@nestjs/common';
+import { Public } from '../../common/decorators';
+import { VoiceboxService } from './voicebox.service';
+import type { Response } from 'express';
+
+@Controller('voicebox')
+export class VoiceboxController {
+  constructor(private readonly voiceboxService: VoiceboxService) {}
+
+  @Get('profiles')
+  async getProfiles() {
+    return this.voiceboxService.getProfiles();
+  }
+
+  @Get('history')
+  async getHistory() {
+    return this.voiceboxService.getHistory();
+  }
+
+  @Public()
+  @Get('audio/:id')
+  async getAudio(@Param('id') id: string, @Res() res: Response) {
+    const audioBuffer = await this.voiceboxService.getAudio(id);
+    const bufferToSend = Buffer.isBuffer(audioBuffer) ? audioBuffer : Buffer.from(audioBuffer);
+
+    res.set({
+      'Content-Type': 'audio/wav',
+      'Content-Disposition': `inline; filename="history_${id}.wav"`,
+      'Content-Length': bufferToSend.length,
+    });
+
+    res.status(HttpStatus.OK).send(bufferToSend);
+  }
+
+  @Post('generate')
+  async generateSpeech(
+    @Body() body: { text: string; profileId: string; language?: string; engine?: string; modelSize?: string; instruct?: string; seed?: number },
+    @Res() res: Response
+  ) {
+    const { text, profileId, language, engine, modelSize, instruct, seed } = body;
+    const audioBuffer = await this.voiceboxService.generateSpeech(text, profileId, { language, engine, modelSize, instruct, seed });
+    const bufferToSend = Buffer.isBuffer(audioBuffer) ? audioBuffer : Buffer.from(audioBuffer);
+
+    res.set({
+      'Content-Type': 'audio/wav',
+      'Content-Disposition': `attachment; filename="voicebox_${Date.now()}.wav"`,
+      'Content-Length': bufferToSend.length,
+    });
+
+    res.status(HttpStatus.OK).send(bufferToSend);
+  }
+
+  @Post('speak')
+  async speak(@Body() body: { text: string; profile: string; personality?: boolean }) {
+    return this.voiceboxService.speak(body.text, body.profile, body.personality);
+  }
+}

src/modules/voicebox/voicebox.module.ts

@@ -0,0 +1,12 @@
+import { Module } from '@nestjs/common';
+import { VoiceboxController } from './voicebox.controller';
+import { VoiceboxService } from './voicebox.service';
+import { HttpModule } from '@nestjs/axios';
+
+@Module({
+  imports: [HttpModule],
+  controllers: [VoiceboxController],
+  providers: [VoiceboxService],
+  exports: [VoiceboxService],
+})
+export class VoiceboxModule {}

src/modules/voicebox/voicebox.service.ts

@@ -0,0 +1,240 @@
+import { Injectable, Logger, HttpException, HttpStatus } from '@nestjs/common';
+import { HttpService } from '@nestjs/axios';
+import { lastValueFrom } from 'rxjs';
+import * as FormData from 'form-data';
+
+@Injectable()
+export class VoiceboxService {
+  private readonly logger = new Logger(VoiceboxService.name);
+  private readonly voiceboxUrl = 'http://contgen-ai-voicebox:17493'; // Docker network URL
+
+  constructor(private readonly httpService: HttpService) {}
+
+  /**
+   * VoiceBox'taki tüm ses profillerini getirir
+   */
+  async getProfiles() {
+    try {
+      const response: any = await lastValueFrom(
+        this.httpService.get<any>(`${this.voiceboxUrl}/profiles`)
+      );
+      
+      let profiles = response.data;
+      
+      // Eğer VoiceBox veritabanı boşsa (ilk kurulum), varsayılan Kokoro profillerini oluştur
+      if (!profiles || (Array.isArray(profiles) && profiles.length === 0)) {
+        this.logger.log('VoiceBox DB is empty. Auto-provisioning default Kokoro profiles...');
+        
+        const alloyProfile = {
+          name: 'Alloy (US)',
+          language: 'en',
+          voice_type: 'preset',
+          preset_engine: 'kokoro',
+          preset_voice_id: 'af_alloy',
+          default_engine: 'kokoro'
+        };
+        
+        const adamProfile = {
+          name: 'Adam (US)',
+          language: 'en',
+          voice_type: 'preset',
+          preset_engine: 'kokoro',
+          preset_voice_id: 'am_adam',
+          default_engine: 'kokoro'
+        };
+        
+        try {
+          await lastValueFrom(this.httpService.post(`${this.voiceboxUrl}/profiles`, alloyProfile));
+          await lastValueFrom(this.httpService.post(`${this.voiceboxUrl}/profiles`, adamProfile));
+          
+          // Yeniden çek
+          const retryResponse: any = await lastValueFrom(this.httpService.get<any>(`${this.voiceboxUrl}/profiles`));
+          profiles = retryResponse.data;
+        } catch (postError: any) {
+          this.logger.error('Failed to auto-provision default profiles', postError.message);
+        }
+      }
+
+      // Edge TTS profilleri kontrolü
+      const hasEdgeTTS = Array.isArray(profiles) && profiles.some((p: any) => p.preset_engine === 'edge_tts');
+      if (Array.isArray(profiles) && !hasEdgeTTS) {
+        this.logger.log('Auto-provisioning missing Edge TTS profiles...');
+        const ahmetProfile = { name: 'Ahmet (TR)', language: 'tr', voice_type: 'preset', preset_engine: 'edge_tts', preset_voice_id: 'tr-TR-AhmetNeural', default_engine: 'edge_tts' };
+        const emelProfile = { name: 'Emel (TR)', language: 'tr', voice_type: 'preset', preset_engine: 'edge_tts', preset_voice_id: 'tr-TR-EmelNeural', default_engine: 'edge_tts' };
+        try {
+          await lastValueFrom(this.httpService.post(`${this.voiceboxUrl}/profiles`, ahmetProfile));
+          await lastValueFrom(this.httpService.post(`${this.voiceboxUrl}/profiles`, emelProfile));
+          const retryResponse: any = await lastValueFrom(this.httpService.get<any>(`${this.voiceboxUrl}/profiles`));
+          profiles = retryResponse.data;
+        } catch (postError: any) {
+          this.logger.error('Failed to auto-provision Edge TTS profiles', postError.message);
+        }
+      }
+
+      return profiles;
+    } catch (error: any) {
+      this.logger.error('Error fetching VoiceBox profiles', error.message);
+      throw new HttpException(
+        'VoiceBox profilleri alınamadı',
+        HttpStatus.INTERNAL_SERVER_ERROR
+      );
+    }
+  }
+
+  /**
+   * Metinden ses üretir (TTS)
+   * @param text Sese dönüştürülecek metin (paralinguistic tag'ler içerebilir)
+   * @param profileId Kullanılacak ses profilinin ID'si veya adı
+   * @param language Hedef dil (örn: "tr")
+   */
+  async generateSpeech(text: string, profileId: string, options: { language?: string, engine?: string, modelSize?: string, instruct?: string, seed?: number } = {}) {
+    try {
+      const profiles = await this.getProfiles();
+      let profile = profiles.find((p: any) => p.id === profileId || p.preset_voice_id === profileId);
+      
+      let profileIdToUse = profileId;
+
+      // Eğer kullanıcı açıkça bir motor seçtiyse onu kullan, yoksa profilin varsayılanını al, o da yoksa kokoro kullan
+      const engine = options.engine || profile?.default_engine || profile?.preset_engine || 'kokoro';
+
+      // Uyumsuzluk Kontrolü: Eğer engine "edge_tts" ama seçilen profil kokoro vb. destekliyorsa veya profili bulamadıysak, otomatik Edge TTS profilini kullan
+      if (engine === 'edge_tts' && (!profile || profile.preset_engine !== 'edge_tts')) {
+        const edgeProfile = profiles.find((p: any) => p.preset_engine === 'edge_tts');
+        if (edgeProfile) {
+          profileIdToUse = edgeProfile.id;
+          profile = edgeProfile;
+          this.logger.warn(`Overriding incompatible profile ${profileId} with ${edgeProfile.name} because engine is edge_tts`);
+        }
+      }
+
+      const payload: any = {
+        text,
+        profile_id: profileIdToUse,
+        language: options.language || 'tr',
+        engine
+      };
+
+      if (options.modelSize) payload.model_size = options.modelSize;
+      if (options.instruct) payload.instruct = options.instruct;
+      if (options.seed !== undefined && options.seed !== null) payload.seed = options.seed;
+
+      // Asenkron üretim başlat
+      const generateResponse: any = await lastValueFrom(
+        this.httpService.post<any>(`${this.voiceboxUrl}/generate`, payload)
+      );
+      const generationId = generateResponse.data.id;
+
+      // Durumu polling ile kontrol et
+      let status = 'generating';
+      let attempts = 0;
+      let lastError = null;
+      
+      while (status !== 'completed' && status !== 'failed' && attempts < 120) {
+        await new Promise(r => setTimeout(r, 2000));
+        try {
+          const genResponse: any = await lastValueFrom(
+            this.httpService.get<any>(`${this.voiceboxUrl}/history/${generationId}`)
+          );
+          const gen = genResponse.data;
+          
+          if (gen) {
+            status = gen.status || 'completed';
+            if (status === 'failed') {
+              throw new Error(gen.error || 'Bilinmeyen üretim hatası');
+            }
+          }
+        } catch (err: any) {
+          // If 404, it might still be generating or not inserted into DB yet, continue polling
+          if (err.response && err.response.status === 404) {
+            // keep generating
+          } else {
+            // Rethrow actual errors (like the one we throw above for status='failed')
+            if (err.message && err.message !== 'Request failed with status code 404') {
+               throw err;
+            }
+          }
+        }
+        attempts++;
+      }
+
+      if (status !== 'completed') {
+        throw new Error('Ses üretimi zaman aşımına uğradı');
+      }
+
+      return await this.getAudio(generationId);
+    } catch (error: any) {
+      this.logger.error('Error generating speech via VoiceBox', error.message);
+      throw new HttpException(
+        error.message || 'VoiceBox ses üretemedi',
+        HttpStatus.INTERNAL_SERVER_ERROR
+      );
+    }
+  }
+
+  /**
+   * VoiceBox üretim geçmişini getirir
+   */
+  async getHistory() {
+    try {
+      const response: any = await lastValueFrom(
+        this.httpService.get<any>(`${this.voiceboxUrl}/history`)
+      );
+      return response.data;
+    } catch (error: any) {
+      this.logger.error('Error fetching VoiceBox history', error.message);
+      throw new HttpException(
+        'VoiceBox üretim geçmişi alınamadı',
+        HttpStatus.INTERNAL_SERVER_ERROR
+      );
+    }
+  }
+
+  /**
+   * VoiceBox geçmiş ses dosyasını getirir
+   */
+  async getAudio(generationId: string) {
+    try {
+      const response: any = await lastValueFrom(
+        this.httpService.get<any>(`${this.voiceboxUrl}/audio/${generationId}`, {
+          responseType: 'arraybuffer'
+        })
+      );
+      return response.data;
+    } catch (error: any) {
+      this.logger.error(`Error fetching VoiceBox audio for ${generationId}`, error.message);
+      throw new HttpException(
+        'Ses dosyası bulunamadı',
+        HttpStatus.NOT_FOUND
+      );
+    }
+  }
+
+  /**
+   * Agent / Script üzerinden direk ses çıkışı yapar
+   * @param text Söylenecek metin
+   * @param profile Kullanılacak profil
+   * @param personality Karakter uygulanacaksa true
+   */
+  async speak(text: string, profile: string, personality: boolean = false) {
+    try {
+      const response: any = await lastValueFrom(
+        this.httpService.post<any>(`${this.voiceboxUrl}/speak`, {
+          text,
+          profile,
+          personality
+        }, {
+          headers: {
+            'X-Voicebox-Client-Id': 'contgen-ai-backend'
+          }
+        })
+      );
+      return response.data;
+    } catch (error: any) {
+      this.logger.error('Error triggering VoiceBox speak', error.message);
+      throw new HttpException(
+        'VoiceBox konuşma işlemi başarısız',
+        HttpStatus.INTERNAL_SERVER_ERROR
+      );
+    }
+  }
+}

src/modules/youtube-tools/tube-strategist.service.ts

@@ -7,6 +7,7 @@ import { Innertube } from 'youtubei.js';
 import { YoutubeTranscript } from 'youtube-transcript';
 import { GeminiService } from '../gemini/gemini.service';
 import { VideoAiService } from '../video-ai/video-ai.service';
+import { StorageService } from '../storage/storage.service';
 
 @Injectable()
 export class TubeStrategistService {
@@ -18,7 +19,8 @@ export class TubeStrategistService {
     private readonly configService: ConfigService,
     private readonly prisma: PrismaService,
     private readonly videoAiService: VideoAiService,
-    private readonly geminiService: GeminiService
+    private readonly geminiService: GeminiService,
+    private readonly storageService: StorageService
   ) {
     const apiKey =
       this.configService.get<string>('gemini.apiKey') ||
@@ -670,7 +672,23 @@ export class TubeStrategistService {
       data: updateData
     });
 
-    return mergedAnalysis;
+    // Otomatik olarak tüm modüler analizleri çalıştır ve veritabanına kaydet
+    try {
+      this.logger.log(`[analyzeEpisode] Modüler analizler başlatılıyor... (${episodeId})`);
+      await this.generateEpisodeQuestions(episodeId, userId);
+      await this.generateEpisodeSeoMarketing(episodeId, userId);
+      await this.generateEpisodeCrisisSponsors(episodeId, userId);
+      this.logger.log(`[analyzeEpisode] Modüler analizler tamamlandı. (${episodeId})`);
+    } catch (e: any) {
+      this.logger.error(`[analyzeEpisode] Modüler analiz sırasında hata: ${e.message}`);
+    }
+
+    // En güncel haliyle bölümü çekip döndür
+    const finalEpisode = await this.prisma.tubeStrategistEpisode.findUnique({
+      where: { id: episodeId }
+    });
+
+    return finalEpisode?.masterAnalysis || mergedAnalysis;
   }
 
   // ==========================================
@@ -697,6 +715,16 @@ export class TubeStrategistService {
     });
   }
 
+  async deleteProject(projectId: string, userId: string) {
+    const project = await this.getProjectById(projectId, userId);
+    
+    await this.prisma.tubeStrategistProject.delete({
+      where: { id: project.id }
+    });
+    
+    return { success: true };
+  }
+
   async addDocumentToProject(projectId: string, userId: string, dto: AddDocumentDto) {
     await this.getProjectById(projectId, userId);
 
@@ -833,7 +861,8 @@ export class TubeStrategistService {
               neuroMarketingAnswerDirection: { type: Type.STRING, description: "Neuro marketing esaslarını düşünerek, bu soruya cevabın ne yönde verilmesi ve cevaba nasıl başlanması gerektiğini anlatan stratejik ipuçları." },
               neuroMarketingScore: { type: Type.NUMBER, description: "Bu sorunun kitledeki nöro-pazarlama etki skoru (1-100)" },
               targetArea: { type: Type.STRING, description: "Bu sorunun etkileyeceği nöro-pazarlama alanı (Örn: Korku, Aidiyet, Merak, Güven vb.)" }
-            }
+            },
+            required: ['question', 'neuroMarketingAnswerDirection', 'neuroMarketingScore', 'targetArea']
           },
           description: "TAM OLARAK 5 adet yeni derin, kışkırtıcı veya sarsıcı soru."
         }
@@ -899,7 +928,8 @@ export class TubeStrategistService {
               neuroMarketingAnswerDirection: { type: Type.STRING, description: "Neuro marketing esaslarını düşünerek, bu soruya cevabın ne yönde verilmesi ve cevaba nasıl başlanması gerektiğini anlatan stratejik ipuçları." },
               neuroMarketingScore: { type: Type.NUMBER, description: "Bu sorunun kitledeki nöro-pazarlama etki skoru (1-100)" },
               targetArea: { type: Type.STRING, description: "Bu sorunun etkileyeceği nöro-pazarlama alanı (Örn: Korku, Aidiyet, Merak, Güven vb.)" }
-            }
+            },
+            required: ['question', 'neuroMarketingAnswerDirection', 'neuroMarketingScore', 'targetArea']
           },
           description: "TAM OLARAK 20 adet derin, kışkırtıcı veya sarsıcı mülakat/röportaj sorusu ve detayları"
         }
@@ -1002,9 +1032,11 @@ export class TubeStrategistService {
             type: Type.OBJECT,
             properties: {
               brandName: { type: Type.STRING },
-              integrationStrategy: { type: Type.STRING },
+              reasoning: { type: Type.STRING, description: "Bu marka neden bu içeriğe çok uygun? Kısa bir analiz." },
-              coldEmailDraft: { type: Type.STRING, description: "Bu markaya gönderilecek işbirliği için Türkçe soğuk e-posta (cold email) taslağı" }
+              integrationIdea: { type: Type.STRING, description: "Videonun içine bu markayı nasıl doğal ve etkili bir şekilde entegre ederiz?" },
-            }
+              emailDraft: { type: Type.STRING, description: "Bu markaya gönderilecek işbirliği için Türkçe soğuk e-posta (cold email) taslağı" }
+            },
+            required: ['brandName', 'reasoning', 'integrationIdea', 'emailDraft']
           },
           description: "Konuyla doğrudan eşleşebilecek TAM OLARAK 10 adet marka ve onlara özel mail taslakları"
         }
@@ -1043,20 +1075,207 @@ export class TubeStrategistService {
     
     try {
       // 16:9 = 1920x1080 -> aspectRatio '16:9'
-      const imageUrl = await this.geminiService.generateImage(prompt, '16:9');
+      const imageResult = await this.geminiService.generateImage(prompt, '16:9');
       
-      masterAnalysis.thumbnailUrl = imageUrl;
+      if (!imageResult) {
+        throw new Error('Görsel üretilemedi (boş sonuç döndü).');
+      }
+
+      const timestamp = Date.now();
+      const ext = imageResult.mimeType === 'image/png' ? 'png' : 'jpg';
+      const thumbnailKey = `ts-ep-${episodeId}/thumbnails/thumb-${timestamp}.${ext}`;
+
+      const uploadResult = await this.storageService.upload(
+        thumbnailKey,
+        imageResult.buffer,
+        imageResult.mimeType
+      );
+      
+      masterAnalysis.thumbnailUrl = uploadResult.url;
       
       await this.prisma.tubeStrategistEpisode.update({
         where: { id: episodeId },
         data: { masterAnalysis }
       });
       
-      return { thumbnailUrl: imageUrl };
+      return { thumbnailUrl: uploadResult.url };
     } catch (error: any) {
       this.logger.error(`Thumbnail üretilirken hata oluştu: ${error.message}`);
       throw new Error(`Thumbnail üretilemedi: ${error.message}`);
     }
   }
+
+  async generateCommunityIdeas(projectId: string, userId: string) {
+    const project = await this.getProjectById(projectId, userId);
+    
+    // Yorumlardan ya da transkriptlerden kitle analizi yapmak için prompt
+    // DB'deki videoların transcriptlerini birleştirelim
+    const transcripts = project.videos.map(v => v.transcript).filter(t => t).join("\n\n").substring(0, 15000);
+    
+    const schema: any = {
+      type: Type.OBJECT,
+      properties: {
+        insights: {
+          type: Type.ARRAY,
+          items: {
+            type: Type.OBJECT,
+            properties: {
+              topic: { type: Type.STRING },
+              viralityScore: { type: Type.NUMBER },
+              demandReason: { type: Type.STRING },
+              proposedTitle: { type: Type.STRING }
+            },
+            required: ['topic', 'viralityScore', 'demandReason', 'proposedTitle']
+          }
+        }
+      },
+      required: ['insights']
+    };
+
+    const prompt = `Aşağıdaki metinler bir YouTube kanalındaki geçmiş videoların transkript/özetleridir.
+    Kitle dinamiklerini, izleyicinin cevaplanmamış olası sorularını ve "Gizli Taleplerini" analiz et.
+    Bu kitleye sunulabilecek, yüksek virallik (0-100) taşıyan yepyeni GELECEK BÖLÜM (Next Episode) fikirleri üret.
+    
+    GEÇMİŞ İÇERİKLER:
+    ${transcripts}
+    `;
+
+    const response = await this.withRetry(() => this.ai.models.generateContent({
+      model: 'gemini-3-pro-preview',
+      contents: prompt,
+      config: { responseMimeType: 'application/json', responseSchema: schema }
+    }));
+
+    const communityInsights = JSON.parse(response.text || '{}');
+    await this.prisma.tubeStrategistProject.update({
+      where: { id: projectId }, data: { communityInsights }
+    });
+
+    return communityInsights;
+  }
+
+  async generateEpisodeThumbnailMatrix(episodeId: string, userId: string) {
+    const episode = await this.getEpisodeById(episodeId, userId);
+    
+    const schema: any = {
+      type: Type.OBJECT,
+      properties: {
+        concepts: {
+          type: Type.ARRAY,
+          items: {
+            type: Type.OBJECT,
+            properties: {
+              conceptName: { type: Type.STRING, description: "Örn: Merak Uyandırıcı, Otoriter vs" },
+              title: { type: Type.STRING, description: "YouTube CTR odaklı çarpıcı başlık" },
+              thumbnailDescription: { type: Type.STRING, description: "Görsel kompozisyon, renkler, yüz ifadesi, arka plan" }
+            },
+            required: ['conceptName', 'title', 'thumbnailDescription']
+          }
+        }
+      },
+      required: ['concepts']
+    };
+
+    const prompt = `YouTube Bölüm Konusu: ${episode.topic}
+    Format: ${episode.format}
+    Hedef Kitle: ${episode.targetAudience}
+    
+    Bu bölüm için YouTube CTR (Tıklanma Oranı) odaklı, birbirinden tamamen farklı 3 adet A/B Test konsepti üret. (Örn: Merak Uyandırıcı, Otoriter, Eğlenceli). Her konsept için vurucu bir başlık ve detaylı bir thumbnail görsel açıklaması yaz.`;
+
+    const response = await this.withRetry(() => this.ai.models.generateContent({
+      model: 'gemini-2.5-flash',
+      contents: prompt,
+      config: { responseMimeType: 'application/json', responseSchema: schema }
+    }));
+
+    const thumbnailMatrix = JSON.parse(response.text || '{}');
+    await this.prisma.tubeStrategistEpisode.update({
+      where: { id: episodeId }, data: { thumbnailMatrix }
+    });
+
+    return thumbnailMatrix;
+  }
+
+  async generateEpisodeShorts(episodeId: string, userId: string) {
+    const episode = await this.getEpisodeById(episodeId, userId);
+    
+    const schema: any = {
+      type: Type.OBJECT,
+      properties: {
+        shorts: {
+          type: Type.ARRAY,
+          items: {
+            type: Type.OBJECT,
+            properties: {
+              conceptTitle: { type: Type.STRING },
+              hook: { type: Type.STRING, description: "İlk 3 saniye kancası" },
+              body: { type: Type.STRING, description: "İçerik özü ve tempo önerileri" },
+              cta: { type: Type.STRING, description: "Harekete geçirici mesaj" }
+            },
+            required: ['conceptTitle', 'hook', 'body', 'cta']
+          }
+        }
+      },
+      required: ['shorts']
+    };
+
+    const prompt = `Uzun format bölüm konusu: ${episode.topic}
+    Bu uzun içeriğin senaryosunu TikTok, Reels ve YouTube Shorts için Gen-Z temposunda parçalara ayır.
+    Toplam 4 adet bağımsız, viral potansiyeli yüksek Shorts / Reels senaryo konsepti üret.`;
+
+    const response = await this.withRetry(() => this.ai.models.generateContent({
+      model: 'gemini-2.5-flash',
+      contents: prompt,
+      config: { responseMimeType: 'application/json', responseSchema: schema }
+    }));
+
+    const shortsConcepts = JSON.parse(response.text || '{}');
+    await this.prisma.tubeStrategistEpisode.update({
+      where: { id: episodeId }, data: { shortsConcepts }
+    });
+
+    return shortsConcepts;
+  }
+
+  async generateEpisodeSponsorship(episodeId: string, userId: string) {
+    const episode = await this.getEpisodeById(episodeId, userId);
+    
+    const schema: any = {
+      type: Type.OBJECT,
+      properties: {
+        pitchDeck: {
+          type: Type.ARRAY,
+          items: {
+            type: Type.OBJECT,
+            properties: {
+              industry: { type: Type.STRING, description: "Örn: VPN, FinTech, Yazılım" },
+              reasoning: { type: Type.STRING, description: "Bu içerik bu sektöre neden uygun?" },
+              emailDraft: { type: Type.STRING, description: "Sponsorluk için markalara atılacak profesyonel, soğuk e-posta (cold email) şablonu" }
+            },
+            required: ['industry', 'reasoning', 'emailDraft']
+          }
+        }
+      },
+      required: ['pitchDeck']
+    };
+
+    const prompt = `Bölüm Konusu: ${episode.topic}
+    Hedef Kitle: ${episode.targetAudience}
+    
+    Bu videonun hedef kitlesini ve konusunu analiz et. Bu videoya sponsor olabilecek 3 adet jenerik endüstri/sektör (Örn: Finans Uygulaması, Siber Güvenlik Firması vb.) belirle. Her biri için markaların ilgisini çekecek Türkçe bir cold-email (soğuk e-posta) şablonu yaz.`;
+
+    const response = await this.withRetry(() => this.ai.models.generateContent({
+      model: 'gemini-2.5-flash',
+      contents: prompt,
+      config: { responseMimeType: 'application/json', responseSchema: schema }
+    }));
+
+    const sponsorshipPitch = JSON.parse(response.text || '{}');
+    await this.prisma.tubeStrategistEpisode.update({
+      where: { id: episodeId }, data: { sponsorshipPitch }
+    });
+
+    return sponsorshipPitch;
+  }
 }
 

src/modules/youtube-tools/youtube-tools.controller.ts

@@ -1,4 +1,4 @@
-import { Controller, Post, Put, Body, Get, Param, UseGuards, HttpCode, HttpStatus, Req } from '@nestjs/common';
+import { Controller, Post, Put, Delete, Body, Get, Param, UseGuards, HttpCode, HttpStatus, Req } from '@nestjs/common';
 import { YoutubeToolsService } from './youtube-tools.service';
 import { TubeStrategistService } from './tube-strategist.service';
 import { ApiTags, ApiOperation, ApiResponse, ApiBearerAuth } from '@nestjs/swagger';
@@ -210,6 +210,12 @@ export class YoutubeToolsController {
     return this.tubeStrategistService.updateProject(id, req.user.id, dto);
   }
 
+  @Delete('strategist/projects/:id')
+  @ApiOperation({ summary: 'Tube Strategist: Projeyi ve bağlı tüm verileri siler' })
+  async deleteProject(@Param('id') id: string, @Req() req: any) {
+    return this.tubeStrategistService.deleteProject(id, req.user.id);
+  }
+
   @Post('strategist/projects/:id/document')
   @HttpCode(HttpStatus.CREATED)
   @ApiOperation({ summary: 'Tube Strategist: Projeye manuel metin dokümanı ekler' })
@@ -223,4 +229,32 @@ export class YoutubeToolsController {
   async getTopicSuggestions(@Param('id') id: string, @Req() req: any) {
     return this.tubeStrategistService.getTopicSuggestions(id, req.user.id);
   }
+
+  @Post('strategist/projects/:id/community-ideas')
+  @HttpCode(HttpStatus.OK)
+  @ApiOperation({ summary: 'Tube Strategist: Topluluk Yorum/Transkript analizi ile yeni fikir üretir' })
+  async generateCommunityIdeas(@Param('id') id: string, @Req() req: any) {
+    return this.tubeStrategistService.generateCommunityIdeas(id, req.user.id);
+  }
+
+  @Post('strategist/episodes/:id/thumbnail-matrix')
+  @HttpCode(HttpStatus.OK)
+  @ApiOperation({ summary: 'Tube Strategist: Episode için Thumbnail & Title A/B testi konseptleri üretir' })
+  async generateEpisodeThumbnailMatrix(@Param('id') id: string, @Req() req: any) {
+    return this.tubeStrategistService.generateEpisodeThumbnailMatrix(id, req.user.id);
+  }
+
+  @Post('strategist/episodes/:id/shorts-concepts')
+  @HttpCode(HttpStatus.OK)
+  @ApiOperation({ summary: 'Tube Strategist: Uzun formattan Shorts/Reels fikirleri çıkarır' })
+  async generateEpisodeShorts(@Param('id') id: string, @Req() req: any) {
+    return this.tubeStrategistService.generateEpisodeShorts(id, req.user.id);
+  }
+
+  @Post('strategist/episodes/:id/sponsorship')
+  @HttpCode(HttpStatus.OK)
+  @ApiOperation({ summary: 'Tube Strategist: Sponsorluk markaları ve e-posta taslakları üretir' })
+  async generateEpisodeSponsorship(@Param('id') id: string, @Req() req: any) {
+    return this.tubeStrategistService.generateEpisodeSponsorship(id, req.user.id);
+  }
 }

test-generate.js

@@ -0,0 +1,34 @@
+const axios = require('axios');
+const fs = require('fs');
+async function test() {
+  try {
+    const res = await axios.post('http://localhost:17493/generate', {
+      text: "deneme ses",
+      profile_id: "b8d26247-c8bc-4c06-9364-5b09d11de4bf",
+      language: "en",
+      engine: "kokoro"
+    });
+    console.log('Init:', res.data);
+    const id = res.data.id;
+    let status = res.data.status;
+    while (status !== 'completed') {
+       await new Promise(r => setTimeout(r, 1000));
+       const hist = await axios.get('http://localhost:17493/history');
+       const item = hist.data.items ? hist.data.items.find(i => i.id === id) : hist.data.find(i => i.id === id);
+       status = item ? item.status : 'failed';
+       console.log('Status:', status);
+       if (status === 'failed') {
+          console.error('Failed!', item.error);
+          break;
+       }
+    }
+    if (status === 'completed') {
+      const audioRes = await axios.get(`http://localhost:17493/audio/${id}`, { responseType: 'arraybuffer' });
+      fs.writeFileSync('/tmp/test-kokoro-direct.wav', audioRes.data);
+      console.log('Audio saved, length:', audioRes.data.length);
+    }
+  } catch (e) {
+    console.error('Error:', e.response?.data || e.message);
+  }
+}
+test();

test_sse.js

@@ -0,0 +1,37 @@
+const axios = require('axios');
+const http = require('http');
+
+async function test() {
+  console.log('Sending POST /generate...');
+  const res = await axios.post('http://localhost:17493/generate', {
+    profile_id: 'b8d26247-c8bc-4c06-9364-5b09d11de4bf',
+    text: 'Hello world again',
+    language: 'en',
+    engine: 'kokoro'
+  });
+  const genId = res.data.id;
+  console.log('Generation ID:', genId);
+
+  console.log('Polling status...');
+  return new Promise((resolve, reject) => {
+    http.get(`http://localhost:17493/generate/${genId}/status`, (response) => {
+      response.on('data', (chunk) => {
+        const lines = chunk.toString().split('\n');
+        for (const line of lines) {
+          if (line.startsWith('data: ')) {
+            const data = JSON.parse(line.substring(6));
+            console.log('Status update:', data);
+            if (data.status === 'completed') {
+                console.log('Finished!');
+                resolve(data);
+            } else if (data.status === 'failed') {
+                console.log('Failed:', data.error);
+                reject(new Error(data.error));
+            }
+          }
+        }
+      });
+    });
+  });
+}
+test().catch(console.error);