> ## Documentation Index
> Fetch the complete documentation index at: https://jigsaw-13.mintlify.app/llms.txt
> Use this file to discover all available pages before exploring further.
# vOCR
> Recognise, describe and retrieve data within an image with great accuracy.
### Body
The image url.
The key used to store the image on Jigsawstack file. Learn more about how to handle files in Jigsawstack's [Handling Files](/docs/api-reference/handling-files) section.
The prompt used to describe the image. Default prompt is `Describe the image in detail.`
Enables enhanced OCR processing to improve bounding box accuracy for detected text elements.
Specifies a range of pages to process with vOCR, provided as a two-element array: \[startPage, endPage]. For example, `[1,10]` processes pages 1
through 10. The range must span 10 or fewer pages. If the specified endPage exceeds the document's total pages, the last available page will be used
instead. Both startPage and endPage are inclusive and must be positive integers where startPage ≤ endPage.
Either `url` or `file_store_key` should be provided not both.
## Prompt Example
* **`String`**
```javascript theme={null}
{
prompt: "Describe the image in detail.";
}
```
* **`Array`**
> Use this approach to retrieve specific data from the image file.
```javascript theme={null}
{
prompt: ["first name", "last name"];
}
```
### Response
Indicates whether the call was successful.
Usage information for the API call.
Number of input tokens processed.
Number of output tokens generated.
Number of tokens processed during inference time.
Total number of tokens used (input + output).
A unique identifier for the request
When using a string prompt: Returns the descriptive text about the image.
When using an array prompt: Returns an object with keys matching the prompt items and values as arrays of extracted data.
The width of the processed image in pixels.
The height of the processed image in pixels.
Array of automatically generated tags describing the content of the image.
Indicates whether text was detected in the image.
Array of text sections detected in the image with detailed positioning information.
The complete text content of this section.
Array of individual text lines within this section.
The text content of this line.
The average confidence score for the line.
Bounding box coordinates.
Top-left corner coordinates.
X-coordinate.
Y-coordinate.
Top-right corner coordinates (same structure as top\_left).
Bottom-left corner coordinates (same structure as top\_left).
Bottom-right corner coordinates (same structure as top\_left).
Width of the bounding box.
Height of the bounding box.
Array of individual words within this line.
The text content of this word.
Bounding box coordinates for the word (same structure as line bounds).
The confidence score for this word.
The total number of pages in the document. Only available for PDF files.
The range of pages that were processed. Only available when `page_range` parameter is specified in the request.
Supported file types: - **Images**: JPEG, JPG, PNG - **Documents**: Multi-page PDFs (up to 10 pages per API request)
```javascript Javascript theme={null}
import { JigsawStack } from "jigsawstack";
const jigsaw = JigsawStack({ apiKey: "your-api-key" });
const response = await jigsaw.vision.vocr({
"prompt": [
"total_price",
"tax"
],
"url": "https://jigsawstack.com/preview/vocr-example.jpg"
})
```
```python Python theme={null}
from jigsawstack import JigsawStack
jigsaw = JigsawStack(api_key="your-api-key")
response = jigsaw.vision.vocr({
"prompt": [
"total_price",
"tax"
],
"url": "https://jigsawstack.com/preview/vocr-example.jpg"
})
```
```bash Curl theme={null}
curl https://api.jigsawstack.com/v1/vocr \
-X POST \
-H 'Content-Type: application/json' \
-H 'x-api-key: your-api-key' \
-d '{"prompt":["total_price","tax"],"url":"https://jigsawstack.com/preview/vocr-example.jpg"}'
```
```php PHP theme={null}
[
'total_price',
'tax'
],
'url' => 'https://jigsawstack.com/preview/vocr-example.jpg'
}.to_json
req_options = {
use_ssl: uri.scheme == 'https'
}
res = Net::HTTP.start(uri.hostname, uri.port, req_options) do |http|
http.request(req)
end
```
```go Go theme={null}
package main
import (
"fmt"
"io"
"log"
"net/http"
"strings"
)
func main() {
client := &http.Client{}
var data = strings.NewReader(`{"prompt":["total_price","tax"],"url":"https://jigsawstack.com/preview/vocr-example.jpg"}`)
req, err := http.NewRequest("POST", "https://api.jigsawstack.com/v1/vocr", data)
if err != nil {
log.Fatal(err)
}
req.Header.Set("Content-Type", "application/json")
req.Header.Set("x-api-key", "your-api-key")
resp, err := client.Do(req)
if err != nil {
log.Fatal(err)
}
defer resp.Body.Close()
bodyText, err := io.ReadAll(resp.Body)
if err != nil {
log.Fatal(err)
}
fmt.Printf("%s\n", bodyText)
}
```
```java Java theme={null}
import java.io.IOException;
import java.net.URI;
import java.net.http.HttpClient;
import java.net.http.HttpRequest;
import java.net.http.HttpRequest.BodyPublishers;
import java.net.http.HttpResponse;
HttpClient client = HttpClient.newHttpClient();
HttpRequest request = HttpRequest.newBuilder()
.uri(URI.create("https://api.jigsawstack.com/v1/vocr"))
.POST(BodyPublishers.ofString("{\"prompt\":[\"total_price\",\"tax\"],\"url\":\"https://jigsawstack.com/preview/vocr-example.jpg\"}"))
.setHeader("Content-Type", "application/json")
.setHeader("x-api-key", "your-api-key")
.build();
HttpResponse response = client.send(request, HttpResponse.BodyHandlers.ofString());
```
```swift Swift theme={null}
import Foundation
let jsonData = [
"prompt": [
"total_price",
"tax"
],
"url": "https://jigsawstack.com/preview/vocr-example.jpg"
] as [String : Any]
let data = try! JSONSerialization.data(withJSONObject: jsonData, options: [])
let url = URL(string: "https://api.jigsawstack.com/v1/vocr")!
let headers = [
"Content-Type": "application/json",
"x-api-key": "your-api-key"
]
var request = URLRequest(url: url)
request.httpMethod = "POST"
request.allHTTPHeaderFields = headers
request.httpBody = data as Data
let task = URLSession.shared.dataTask(with: request) { (data, response, error) in
if let error = error {
print(error)
} else if let data = data {
let str = String(data: data, encoding: .utf8)
print(str ?? "")
}
}
task.resume()
```
```dart Dart theme={null}
import 'package:http/http.dart' as http;
void main() async {
final headers = {
'Content-Type': 'application/json',
'x-api-key': 'your-api-key',
};
final data = '{"prompt":["total_price","tax"],"url":"https://jigsawstack.com/preview/vocr-example.jpg"}';
final url = Uri.parse('https://api.jigsawstack.com/v1/vocr');
final res = await http.post(url, headers: headers, body: data);
final status = res.statusCode;
if (status != 200) throw Exception('http.post error: statusCode= $status');
print(res.body);
}
```
```kotlin Kotlin theme={null}
import java.io.IOException
import okhttp3.MediaType.Companion.toMediaType
import okhttp3.OkHttpClient
import okhttp3.Request
import okhttp3.RequestBody.Companion.toRequestBody
val client = OkHttpClient()
val MEDIA_TYPE = "application/json".toMediaType()
val requestBody = "{\"prompt\":[\"total_price\",\"tax\"],\"url\":\"https://jigsawstack.com/preview/vocr-example.jpg\"}"
val request = Request.Builder()
.url("https://api.jigsawstack.com/v1/vocr")
.post(requestBody.toRequestBody(MEDIA_TYPE))
.header("Content-Type", "application/json")
.header("x-api-key", "your-api-key")
.build()
client.newCall(request).execute().use { response ->
if (!response.isSuccessful) throw IOException("Unexpected code $response")
response.body!!.string()
}
```
```csharp C# theme={null}
using System.Net.Http.Headers;
using System.Net.Http.Json;
HttpClient client = new HttpClient();
HttpRequestMessage request = new HttpRequestMessage(HttpMethod.Post, "https://api.jigsawstack.com/v1/vocr");
request.Headers.Add("x-api-key", "your-api-key");
request.Content = JsonContent.Create(new
{
prompt = new List { "total_price", "tax" },
url = "https://jigsawstack.com/preview/vocr-example.jpg"
});
request.Content.Headers.ContentType = new MediaTypeHeaderValue("application/json");
HttpResponseMessage response = await client.SendAsync(request);
response.EnsureSuccessStatusCode();
string responseBody = await response.Content.ReadAsStringAsync();
Console.WriteLine(responseBody);
```
```json Response theme={null}
{
"success": true,
"context": {
"total_price": [
"144.02"
],
"tax": [
"4.58"
]
},
"width": 720,
"height": 960,
"tags": [
"text",
"paper",
"receipt"
],
"has_text": true,
"sections": [
{
"text": "See back of receipt for your chance\nto win $1000 ID #: 7N5N1V1XCQDQ\nWalmart\n317-851-1102 Mgr:JAMIE BROOKSHIRE\n882 S. STATE ROAD 135\nGREENWOOD IN 46143\nST# 05483 OP# 001436 TE# 09 TR# 06976\nTATER TOTS\n001312000026 F 2.96 0\nHARD/PROV/DC 007874219410 F\nSNACK BARS\n2.68 0\nHRI CL CHS 5.88 0\n002190848816 F 4.98 T\nHRI CL CHS\n003120606000 F\n003120506000 F 6.88 0\n** VOIDED ENTRY ##\nHRI CL CHS\n003120506000 F 5.88-0\nHRI 12 U SG 003120535000 F\nHRI CL PEP 003120507000 F\n5.88 D\nEARBUDS 068113100946 4.88 X\n5.88 0\nSC BCN CHDDR 007874202906 F\nABF THINBRST 022451710972 F\n6.98 0\nHARD/PROV/DC 007874219410 F\n9.72 0\nDV RSE OIL M 001111101220\n2.68 0\nAPPLE 3 BAG 084747300184 F\n5.94 X\nSTOK LT SWT 004127102774 F\n6.47 N\nPEANUT BUTTR 005160026499 F 6.44 0\n4.42 T\nAVO VERDE 061611206143 F 2.98 N\nROLLS 007874219416 F 1.28 0\nBTS DRY BLON 501072452746 6.58 X\nGALE 000000000003K 32.00 T\nTR HS FRM 4 002240062190 2.74 X\nBAGELS 001376402801 F 4.66 0\nGV SLIDERS 007874201625 2.98 X\nACCESSORY 007515161216 0.97 X\nCHEEZE IT 002410053523 F 4.00 0\nWAS 4.54 YOU SAVED 0.54\nRITZ 004400088210 F 2.78 N\nRUFFLES 002840020942 F 2.50 N\nGV HNY GRMS 007874207253 F 1.28 N\nSUBTOTAL 139.44\nTAX 1 7.000 % 4.58\nTOTAL 144.02\nCASH TEND 150.02\nCHANGE DUE 6.00\n# ITEMS SOLD 26\nTC# 0783 6080 4072 3416 2495 5\n04/27/19 12:59:46\nScan with Walmart app to save receipts",
"lines": [
{
"text": "See back of receipt for your chance",
"bounds": {
"top_left": {
"x": 185,
"y": 64
},
"top_right": {
"x": 459,
"y": 76
},
"bottom_right": {
"x": 458,
"y": 93
},
"bottom_left": {
"x": 184,
"y": 84
},
"width": 274,
"height": 18.5
},
"words": [
{
"text": "See",
"bounds": {
"top_left": {
"x": 187,
"y": 64
},
"top_right": {
"x": 210,
"y": 66
},
"bottom_right": {
"x": 209,
"y": 82
},
"bottom_left": {
"x": 185,
"y": 79
},
"width": 23.5,
"height": 15.5
}
},
{
"text": "back",
"bounds": {
"top_left": {
"x": 218,
"y": 67
},
"top_right": {
"x": 249,
"y": 70
},
"bottom_right": {
"x": 248,
"y": 86
},
"bottom_left": {
"x": 216,
"y": 83
},
"width": 31.5,
"height": 16
}
},
{
"text": "of",
"bounds": {
"top_left": {
"x": 258,
"y": 70
},
"top_right": {
"x": 274,
"y": 72
},
"bottom_right": {
"x": 273,
"y": 88
},
"bottom_left": {
"x": 256,
"y": 87
},
"width": 16.5,
"height": 16.5
}
},
{
"text": "receipt",
"bounds": {
"top_left": {
"x": 281,
"y": 72
},
"top_right": {
"x": 337,
"y": 75
},
"bottom_right": {
"x": 336,
"y": 91
},
"bottom_left": {
"x": 279,
"y": 88
},
"width": 56.5,
"height": 16
}
},
{
"text": "for",
"bounds": {
"top_left": {
"x": 342,
"y": 75
},
"top_right": {
"x": 365,
"y": 76
},
"bottom_right": {
"x": 364,
"y": 92
},
"bottom_left": {
"x": 341,
"y": 92
},
"width": 23,
"height": 16.5
}
},
{
"text": "your",
"bounds": {
"top_left": {
"x": 371,
"y": 76
},
"top_right": {
"x": 403,
"y": 77
},
"bottom_right": {
"x": 402,
"y": 93
},
"bottom_left": {
"x": 371,
"y": 92
},
"width": 31.5,
"height": 16
}
},
{
"text": "chance",
"bounds": {
"top_left": {
"x": 410,
"y": 77
},
"top_right": {
"x": 457,
"y": 77
},
"bottom_right": {
"x": 457,
"y": 92
},
"bottom_left": {
"x": 410,
"y": 93
},
"width": 47,
"height": 15.5
}
}
]
},
{
"text": "to win $1000 ID #: 7N5N1V1XCQDQ",
"bounds": {
"top_left": {
"x": 186,
"y": 79
},
"top_right": {
"x": 420,
"y": 89
},
"bottom_right": {
"x": 419,
"y": 107
},
"bottom_left": {
"x": 185,
"y": 98
},
"width": 234,
"height": 18.5
},
"words": [
{
"text": "to",
"bounds": {
"top_left": {
"x": 187,
"y": 79
},
"top_right": {
"x": 202,
"y": 81
},
"bottom_right": {
"x": 200,
"y": 94
},
"bottom_left": {
"x": 185,
"y": 92
},
"width": 15,
"height": 13
}
},
{
"text": "win",
"bounds": {
"top_left": {
"x": 210,
"y": 81
},
"top_right": {
"x": 234,
"y": 83
},
"bottom_right": {
"x": 232,
"y": 98
},
"bottom_left": {
"x": 208,
"y": 95
},
"width": 24,
"height": 14.5
}
},
{
"text": "$1000",
"bounds": {
"top_left": {
"x": 241,
"y": 84
},
"top_right": {
"x": 281,
"y": 87
},
"bottom_right": {
"x": 280,
"y": 103
},
"bottom_left": {
"x": 240,
"y": 99
},
"width": 40,
"height": 15.5
}
},
{
"text": "ID",
"bounds": {
"top_left": {
"x": 290,
"y": 87
},
"top_right": {
"x": 305,
"y": 88
},
"bottom_right": {
"x": 303,
"y": 104
},
"bottom_left": {
"x": 288,
"y": 104
},
"width": 15,
"height": 16.5
}
},
{
"text": "#:",
"bounds": {
"top_left": {
"x": 311,
"y": 88
},
"top_right": {
"x": 325,
"y": 89
},
"bottom_right": {
"x": 323,
"y": 105
},
"bottom_left": {
"x": 310,
"y": 105
},
"width": 13.5,
"height": 16.5
}
},
{
"text": "7N5N1V1XCQDQ",
"bounds": {
"top_left": {
"x": 328,
"y": 89
},
"top_right": {
"x": 419,
"y": 90
},
"bottom_right": {
"x": 418,
"y": 105
},
"bottom_left": {
"x": 326,
"y": 106
},
"width": 91.5,
"height": 16
}
}
]
},
{
"text": "Walmart",
"bounds": {
"top_left": {
"x": 273,
"y": 106
},
"top_right": {
"x": 381,
"y": 109
},
"bottom_right": {
"x": 380,
"y": 137
},
"bottom_left": {
"x": 273,
"y": 134
},
"width": 107.5,
"height": 28
},
"words": [
{
"text": "Walmart",
"bounds": {
"top_left": {
"x": 274,
"y": 107
},
"top_right": {
"x": 380,
"y": 110
},
"bottom_right": {
"x": 378,
"y": 137
},
"bottom_left": {
"x": 273,
"y": 135
},
"width": 105.5,
"height": 27.5
}
}
]
},
{
"text": "317-851-1102 Mgr:JAMIE BROOKSHIRE",
"bounds": {
"top_left": {
"x": 200,
"y": 130
},
"top_right": {
"x": 456,
"y": 137
},
"bottom_right": {
"x": 455,
"y": 158
},
"bottom_left": {
"x": 199,
"y": 153
},
"width": 256,
"height": 22
},
"words": [
{
"text": "317-851-1102",
"bounds": {
"top_left": {
"x": 201,
"y": 131
},
"top_right": {
"x": 296,
"y": 139
},
"bottom_right": {
"x": 295,
"y": 156
},
"bottom_left": {
"x": 200,
"y": 148
},
"width": 95,
"height": 17
}
},
{
"text": "Mgr:JAMIE",
"bounds": {
"top_left": {
"x": 301,
"y": 139
},
"top_right": {
"x": 371,
"y": 141
},
"bottom_right": {
"x": 371,
"y": 157
},
"bottom_left": {
"x": 300,
"y": 156
},
"width": 70.5,
"height": 16.5
}
},
{
"text": "BROOKSHIRE",
"bounds": {
"top_left": {
"x": 378,
"y": 141
},
"top_right": {
"x": 456,
"y": 138
},
"bottom_right": {
"x": 455,
"y": 154
},
"bottom_left": {
"x": 378,
"y": 157
},
"width": 77.5,
"height": 16
}
}
]
},
{
"text": "882 S. STATE ROAD 135",
"bounds": {
"top_left": {
"x": 246,
"y": 150
},
"top_right": {
"x": 409,
"y": 154
},
"bottom_right": {
"x": 409,
"y": 171
},
"bottom_left": {
"x": 245,
"y": 167
},
"width": 163.5,
"height": 17
},
"words": [
{
"text": "882",
"bounds": {
"top_left": {
"x": 248,
"y": 150
},
"top_right": {
"x": 272,
"y": 152
},
"bottom_right": {
"x": 271,
"y": 168
},
"bottom_left": {
"x": 247,
"y": 167
},
"width": 24,
"height": 16.5
}
},
{
"text": "S.",
"bounds": {
"top_left": {
"x": 278,
"y": 152
},
"top_right": {
"x": 295,
"y": 153
},
"bottom_right": {
"x": 294,
"y": 169
},
"bottom_left": {
"x": 278,
"y": 168
},
"width": 16.5,
"height": 16
}
},
{
"text": "STATE",
"bounds": {
"top_left": {
"x": 302,
"y": 153
},
"top_right": {
"x": 341,
"y": 154
},
"bottom_right": {
"x": 339,
"y": 170
},
"bottom_left": {
"x": 301,
"y": 169
},
"width": 38.5,
"height": 16
}
},
{
"text": "ROAD",
"bounds": {
"top_left": {
"x": 347,
"y": 154
},
"top_right": {
"x": 379,
"y": 155
},
"bottom_right": {
"x": 377,
"y": 171
},
"bottom_left": {
"x": 346,
"y": 171
},
"width": 31.5,
"height": 16.5
}
},
{
"text": "135",
"bounds": {
"top_left": {
"x": 387,
"y": 155
},
"top_right": {
"x": 410,
"y": 155
},
"bottom_right": {
"x": 408,
"y": 171
},
"bottom_left": {
"x": 385,
"y": 171
},
"width": 23,
"height": 16
}
}
]
},
{
"text": "GREENWOOD IN 46143",
"bounds": {
"top_left": {
"x": 259,
"y": 165
},
"top_right": {
"x": 402,
"y": 167
},
"bottom_right": {
"x": 402,
"y": 184
},
"bottom_left": {
"x": 258,
"y": 182
},
"width": 143.5,
"height": 17
},
"words": [
{
"text": "GREENWOOD",
"bounds": {
"top_left": {
"x": 262,
"y": 165
},
"top_right": {
"x": 332,
"y": 167
},
"bottom_right": {
"x": 331,
"y": 184
},
"bottom_left": {
"x": 261,
"y": 182
},
"width": 70,
"height": 17
}
},
{
"text": "IN",
"bounds": {
"top_left": {
"x": 341,
"y": 167
},
"top_right": {
"x": 354,
"y": 168
},
"bottom_right": {
"x": 353,
"y": 184
},
"bottom_left": {
"x": 340,
"y": 184
},
"width": 13,
"height": 16.5
}
},
{
"text": "46143",
"bounds": {
"top_left": {
"x": 363,
"y": 168
},
"top_right": {
"x": 402,
"y": 168
},
"bottom_right": {
"x": 401,
"y": 184
},
"bottom_left": {
"x": 362,
"y": 184
},
"width": 39,
"height": 16
}
}
]
},
{
"text": "ST# 05483 OP# 001436 TE# 09 TR# 06976",
"bounds": {
"top_left": {
"x": 183,
"y": 171
},
"top_right": {
"x": 473,
"y": 179
},
"bottom_right": {
"x": 472,
"y": 198
},
"bottom_left": {
"x": 182,
"y": 193
},
"width": 290,
"height": 20.5
},
"words": [
{
"text": "ST#",
"bounds": {
"top_left": {
"x": 183,
"y": 171
},
"top_right": {
"x": 207,
"y": 174
},
"bottom_right": {
"x": 207,
"y": 189
},
"bottom_left": {
"x": 183,
"y": 186
},
"width": 24,
"height": 15
}
},
{
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{
"text": "# ITEMS SOLD 26",
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{
"text": "TC# 0783 6080 4072 3416 2495 5",
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{
"text": "04/27/19 12:59:46",
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{
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```