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Quickstart

Get up and running with P-API in just a few minutes. This guide covers authentication, file uploads, and making your first image generation requests.

Getting Your API Key

To use P-API, you'll need an API key. Contact us to get started.

Once you have your API key, include it in the apikey header for all requests:

curl -H "apikey: YOUR_API_KEY" https://api.pruna.ai.dev/v1/<endpoint> <body>

Your First Request: Generate an Image

Let's generate an image using the P-Image model. We'll use synchronous mode (Try-Sync: true) to get results immediately:

curl -X POST https://api.pruna.ai/v1/predictions \
-H "apikey: YOUR_API_KEY" \
-H "Model: p-image" \
-H "Try-Sync: true" \
-H "Content-Type: application/json" \
-d '{
"input": {
"prompt": "A majestic lion standing on a rocky cliff at sunset, photorealistic, 4k",
"aspect_ratio": "16:9"
}
}'

Response (if completed within 60 seconds):

{
"status": "succeeded",
"generation_url": "https://api.pruna.ai/v1/predictions/delivery/xezq/abc123.../output.jpg"
}

Download your image: curl -H "apikey: YOUR_API_KEY" \ https://api.pruna.ai/v1/predictions/delivery/xezq/abc123.../output.jpg \ -o my-image.jpg

File Upload & Image Editing

To edit images with P-Image-Edit, you'll first need to upload your reference images:

Step 1: Upload Your Images

Upload first image

curl -X POST https://api.pruna.ai/v1/files \
-H "apikey: YOUR_API_KEY" \
-F "content=@my-photo.jpg" \
> upload1.json

Response:

{
"id": "file-abc123",
"urls": {
"get": "https://api.pruna.ai/v1/files/file-abc123"
}
}

Upload second image (optional, p-image-edit supports 1-5 images)

curl -X POST https://api.pruna.ai/v1/files \
-H "apikey: YOUR_API_KEY" \
-F "content=@another-photo.jpg" \
> upload2.json

Response:

{
"id": "file-abc123",
"urls": {
"get": "https://api.pruna.ai/v1/files/file-def456"
}
}

Step 2: Edit Your Images

Use the uploaded file URLs in your editing request:

curl -X POST https://api.pruna.ai/v1/predictions \
-H "apikey: YOUR_API_KEY" \
-H "Model: p-image-edit" \
-H "Try-Sync: true" \
-H "Content-Type: application/json" \
-d '{
"input": {
"prompt": "Transform into a watercolor painting style with vibrant colors",
"images": [
"https://api.pruna.ai/v1/files/file-abc123",
"https://api.pruna.ai/v1/files/file-xyz789"
],
"reference_image": "1",
"aspect_ratio": "16:9"
}
}'

Response:

{
"status": "succeeded",
"generation_url": "https://api.pruna.ai/v1/predictions/delivery/xezq/def456.../output.jpg"
}

Asynchronous Workflow (For Longer Requests)

Some models or complex requests may take longer than 60 seconds. For these, use the asynchronous workflow to avoid timeouts:

Step 1: Submit Request (Without Try-Sync)
curl -X POST https://api.pruna.ai/v1/predictions \
-H "apikey: YOUR_API_KEY" \
-H "Model: p-image-edit" \
-H "Content-Type: application/json" \
-d '{
"input": {
"prompt": "Complex artistic transformation with multiple effects",
"images": ["https://api.pruna.ai/v1/files/file-abc123"]
}
}'

Response:

{
"id": "1zww7deyssrme0csqwr90phzzr",
"model": "p-image-edit",
"input": { ... },
"get_url": "https://api.pruna.ai/v1/predictions/status/1zww7deyssrme0csqwr90phzzr"
}
Step 2: Check Status

Poll the status endpoint to check progress:

curl -H "apikey: YOUR_API_KEY" \
https://api.pruna.ai/v1/predictions/status/1zww7deyssrme0csqwr90phzzr

Response (Starting):

{
"status": "starting",
"message": "Generation in progress"
}

Response (Processing):

{
"status": "processing",
"message": "Generation in progress"
}

Response (Completed):

"status": "succeeded",
"generation_url": "https://api.pruna.ai/v1/predictions/delivery/xezq/52UGYRrRfqViaKmvYsEnENTh0qLDAWHptQ8jOnEHu7XC6AtKA/output.mp4"
}

Response (Failed):

{
"status": "failed",
"message": "Prediction failed",
"error": "Number of samples, -5, must be non-negative."
}
Step 3: Download Result
curl -H "apikey: YOUR_API_KEY" \
https://api.pruna.ai/v1/predictions/delivery/xezq/abc123.../output.jpg \
-o result.jpg

When to Use Each Workflow

Asynchronous Mode (recommended)

  • ✅ Video generation models (wan-i2v, wan-t2v, vace)
  • ✅ Complex image processing that may take longer
  • ✅ When you want to avoid timeout issues
  • ✅ When processing multiple requests in parallel (causing a spike in usage will trigger infrastructure scaling and queuing of your requests)

Synchronous Mode (Try-Sync: true)

  • ✅ Fast models like p-image, p-image-edit, wan-image-small
  • ✅ Simple requests with quick processing times
  • ✅ When you need immediate results in a single request
  • ❌ Not recommended for video models or complex edits that may take ~10 seconds or more

Note: use the synchronous mode at your own risk, you may encounter timeouts / 504 errors. Async mode is safer, but the sync mode gets you the results faster and with less code.

Rate Limits

Different models have different rate limits:

  • P-Models (p-image, p-image-edit): 250 requests/minute
  • Other Image Models (flux-dev, qwen-image, etc.): 150 requests/minute
  • Video Models (wan-i2v, wan-t2v, vace): 30 requests/minute
  • Status Endpoint: 30,000 requests/minute
  • Delivery Endpoint: 10,000 requests/minute

Next Steps

  • Explore all /models and their capabilities
  • Learn about /api-reference for fine-tuning results
  • Check out /examples for inspiration

Need help? Contact us.