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Extract Image API Documentation

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Description

This endpoint extracts structured data from image files based on a user-defined prompt. It supports input via URL or base64-encoded image content and uses vision-capable Large Language Models (LLMs) to interpret and extract relevant information from the images.

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Endpoint

POST /api/v1/extract-image

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Headers

• Content-Type: application/json
• Authorization: Bearer <API_KEY> (required)
• Request-Source: string (optional)

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Request Body

{
  "inputMethod": "string", // Required. Either "url" or "base64".
  "images": ["string"], // Required. Array of URLs or base64-encoded image contents.
  "prompt": "string", // Required. The prompt describing the data to extract.
  "jsonMode": boolean // Optional. Whether to return the result in JSON format. Default: false.
}

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Responses

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Success (200)

Returns the extracted data based on the provided prompt, along with additional information.

{
  "results": "string", // Extracted data based on the prompt
  "prompt": "string", // The original prompt used for extraction
  "imageCount": number, // Number of images processed
  "creditUsage": number // Total credits used for this request
}

• Content-Type: application/json
• X-RateLimit-Limit: The rate limit for the user.
• X-RateLimit-Remaining: The remaining number of requests for the user.

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Bad Request (400)

Returned if the request is invalid or the total file size exceeds the limit.

{
  "error": "Error message describing the issue"
}

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Unauthorized (401)

Returned if the API key is invalid or missing.

{
  "error": "Invalid or missing Authorization header"
}

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Internal Server Error (500)

Returned if there’s an error during the image extraction process.

{
  "error": "Failed to extract image data: [error details]"
}

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Example Request

curl -X POST https://app.dumplingai.com/api/v1/extract-image \
-H "Content-Type: application/json" \
-H "Authorization: Bearer YOUR_API_KEY" \
-H "Request-Source: API" \
-d '{
  "inputMethod": "url",
  "images": ["https://example.com/sample-image.jpg"],
  "prompt": "Describe the main elements in this image.",
  "jsonMode": false
}'

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Notes

• The maximum total file size for all images combined is 100MB.
• The maximum file size for a single image is 20MB.
• The maximum number of images that can be processed in a single request is 3000.
• The maximum output is 8,192 tokens.
• Credit usage:
  • Base cost: 10 credits
  • Additional 1 credit per image processed
• The total credit usage is returned in the response as creditUsage.
• If using the URL method, ensure the image is publicly accessible.
• The jsonMode parameter determines whether the output is formatted as JSON (true) or plain text (false).
• Supported image formats: PNG, JPEG, WebP, HEIC, HEIF. Other formats will be automatically converted to PNG.
• Temporary files are created during processing and are deleted after use.
• You can get a list of supported image formats by calling:

GET /api/v1/extract-image

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Rate Limiting

Rate limit headers (X-RateLimit-Limit and X-RateLimit-Remaining) are included in the response to indicate the user’s current rate limit status.

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Error Handling

• If the required parameters (images or prompt) are missing, a 400 Bad Request error is returned.
• If the total file size exceeds 100MB, a 400 Bad Request error is returned.
• If there’s an error during extraction, a 500 Internal Server Error is returned with details about the failure.

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Security and Privacy

• Uploaded images are temporarily stored and then deleted after processing.
• The endpoint uses the Gemini 1.5 Flash model for image analysis and data extraction.