scripts/run-pipeline.ps1

# AI Content Studio Pipeline
# 1. Generate TTS (Kokoro-82M)
# 2. Create video from images + audio
# 3. Sync to Hugging Face Bucket

param(
    [Parameter(Mandatory=$false)]
    [string]$ScriptFile = "",    # path to Thai script text file

    [Parameter(Mandatory=$false)]
    [string]$ImageDir = "",      # path to B-roll images folder

    [Parameter(Mandatory=$false)]
    [string]$OutputName = "video-$(Get-Date -Format 'yyyyMMdd-HHmmss')"
)

$PipelineDir = "C:\AI-AMD\video-pipeline"
$ImagesDir = if ($ImageDir) { $ImageDir } else { "$PipelineDir\images" }
$AudioDir = "$PipelineDir\audio"
$VideoDir = "$PipelineDir\video"
$ScriptsDir = "$PipelineDir\scripts"

# Ensure dirs exist
@($ImagesDir, $AudioDir, $VideoDir) | ForEach-Object {
    if (-not (Test-Path $_)) { New-Item -ItemType Directory -Path $_ -Force | Out-Null }
}

Write-Host "=== AI Content Studio Pipeline ===" -ForegroundColor Cyan
Write-Host ""

# Step 1: Generate TTS Voice Over
if ($ScriptFile -and (Test-Path $ScriptFile)) {
    Write-Host "[1/3] Generating Voice Over..." -ForegroundColor Yellow
    $AudioOut = "$AudioDir\$OutputName.wav"
    python "$ScriptsDir\tts-kokoro.py" --text-file $ScriptFile --output $AudioOut
    Write-Host "  -> Saved: $AudioOut" -ForegroundColor Green
} else {
    Write-Host "[1/3] Skipping TTS (no script file)" -ForegroundColor DarkGray
}

# Step 2: Generate video from images + audio
$ImageFiles = Get-ChildItem -Path $ImagesDir -Include "*.png","*.jpg","*.jpeg","*.webp" -Recurse | Sort-Object Name
if ($ImageFiles.Count -gt 0) {
    Write-Host "[2/3] Creating video from $($ImageFiles.Count) images..." -ForegroundColor Yellow
    $VideoOut = "$VideoDir\$OutputName.mp4"
    python "$ScriptsDir\make-video.py" --images-dir $ImagesDir --audio "$AudioDir\$OutputName.wav" --output $VideoOut
    Write-Host "  -> Saved: $VideoOut" -ForegroundColor Green
} else {
    Write-Host "[2/3] No images found in $ImagesDir" -ForegroundColor DarkGray
}

# Step 3: Sync to Hugging Face Bucket
Write-Host "[3/3] Syncing to HF Bucket..." -ForegroundColor Yellow
& "C:\Users\Kritnatee.Sk\.local\bin\hf.exe" sync "$PipelineDir\" "hf://buckets/kritnatee/Creator360.Studio-storage" --delete 2>&1
Write-Host "  -> Sync complete!" -ForegroundColor Green

Write-Host ""
Write-Host "=== Pipeline Complete ===" -ForegroundColor Cyan