Elevate your data handling capabilities with Extracta.ai's Document Data Extraction API. Our cutting-edge solution empowers your systems to automatically extract structured data from a myriad of documents - whether they are scanned images, PDFs, emails, invoices, contracts, or any digital file format you can think of. Tailored to meet the needs of various industries, our API facilitates the seamless automation of workflows, significantly reducing manual efforts and enhancing overall efficiency.
Features:
Whether you're a software developer, a business analyst, or a data scientist, our Document Data Extraction API is designed to streamline your data processing tasks, allowing you to focus on what truly matters - driving your business forward. Start with Extracta.ai today and transform the way you handle documents forever.
Structure your request with mandatory parameters: 'name', 'language', 'fields' and 'file'. Each field requires a 'key', with 'description' and 'example' being optional. The document must be provided as either 'base64String' or a 'fileUrl'.
## API Documentation
This section provides guidelines for structuring your Document Parsing API requests to Extracta.ai. Ensure to follow the format below for successful data extraction:
## Request Format
```
{
"extractionDetails": {
"name": "Extraction Name", // required - Name your extraction process
"language": "Supported Language", // required - Choose from the supported languages
"fields": [
{
"key": "Field Key", // required - Define the key for data extraction
"description": "Field Description", // optional - Describe the field
"example": "Field Example" // optional - Provide an example value
},
...
]
},
"file": "base64String or file URL" // required - Provide the document in base64String format or as a URL
}
```
## Advanced Format
In addition to the basic format outlined in the previous sections, Extracta.ai also supports more complex data structures for specialized extraction needs. This advanced format allows the definition of **nested objects and arrays**, catering to a broader range of data representation.
### Type `object`
The **object** type represents a structured object with multiple **properties**. Each property is defined as an object within an array, and can include its own **key**, **description**, **type**, and **example**.
```
{
"key": "personal_info",
"description": "Personal information of the person", // optional
"type": "object",
"properties": [
{
"key": "name",
"description": "Name of the person", // optional
"example": "Alex Smith", // optional
"type": "string" // optional
},
{
"key": "email",
"description": "Email of the person",
"example": "[email protected]",
"type": "string"
},
.....
]
}
```
### Type `array`
The **array** type is used for lists of **items**, such as a collection of work experiences. The items key contains an object defining the structure of each item in the array.
```
{
"key": "work_experience",
"description": "Work experience of the person", // optional
"type": "array",
"items": {
"type": "object",
"properties": [
{
"key": "title",
"description": "Title of the job", // optional
"example": "Software Engineer", // optional
"type": "string" // optional
},
{
"key": "start_date",
"description": "Start date of the job",
"example": "2022",
"type": "string"
},
...
]
}
}
```
### Notes on Usage | Document Parsing API
- For both `object` and `array` types, the `example` parameter is applicable only for their inner properties/items.
- When defining fields, if no `type` is specified, it defaults to `string`.
- For `object` and `array` types, the inner fields can only be of type `string`. This means that each property within an object or each item within an array should be a string type, ensuring consistency and simplicity in data representation.
- These advanced field types enable more detailed and structured data representation, enhancing the capabilities of Extracta.ai's data extraction process.
## Supported File Types
Extracta.ai is capable of processing documents in **image (JPG, PNG), PDF, and DOCX formats**. This enhancement allows for a wider range of document types to be submitted for extraction.
## Supported Languages
Extracta.ai currently supports document extraction in the following languages: **Romanian, English, French, Spanish, Arabic, Portuguese, German, Italian**. Additional support for 20 more languages is planned.
**Note**: If an unsupported language is specified, the API will return an error message indicating an invalid language choice. Keep updated with our API documentation for new language additions.
Process Document - Endpoint Features
| Object | Description |
|---|---|
Request Body |
[Required] Json |
{
"name": "Darren Charles",
"email": "[email protected]",
"phone": "+1-709-680-9033",
"address": "9 Corpus Christi, Texas",
"soft_skills": "highly motivated, ability to translate business strategies, learn new things",
"hard_skills": "Matlab, MeVisLab, Keras, CUDA, Git, DataStage, MQTT",
"last_job": "Trainee With English Communications",
"years_of_experience": "Ongoing"
}
curl --location --request POST 'https://zylalabs.com/api/3606/document+data+extraction+api/4000/process+document' --header 'Authorization: Bearer YOUR_API_KEY'
--data-raw '{
"extractionDetails": {
"name": "CV - Extraction",
"language": "English",
"fields": [
{
"key": "name",
"description": "the name of the person in the CV",
"example": "Johan Smith"
},
{
"key": "email",
"description": "the email of the person in the CV",
"example": "[email protected]"
},
{
"key": "phone",
"description": "the phone number of the person",
"example": "123 333 4445"
},
{
"key": "address",
"description": "the compelte address of the person",
"example": "1234 Main St, New York, NY 10001"
},
{
"key": "soft_skills",
"description": "the soft skills of the person",
"example": ""
},
{
"key": "hard_skills",
"description": "the hard skills of the person",
"example": ""
},
{
"key": "last_job",
"description": "the last job of the person",
"example": "Software Engineer"
},
{
"key": "years_of_experience",
"description": "the years of experience of last job",
"example": "5"
}
]
},
"file": "https://deveatery.com/extracta/cv.png"
}'
| Header | Description |
|---|---|
Authorization
|
[Required] Should be Bearer access_key. See "Your API Access Key" above when you are subscribed. |
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Extracta.ai represents an advanced technological platform dedicated to the extraction of structured data from diverse documents, such as resumes and invoices. This service aims to streamline workflows, eliminate the need for manual data entry, and boost productivity in numerous sectors.
We are capable of handling a broad spectrum of documents, encompassing both structured and unstructured formats, such as PDFs, Word documents, text files, and scanned images (in PNG, JPG formats), employing OCR technology as required.
Indeed, Extracta.ai is built for effortless integration. Our service can be easily connected to your current software and workflows via our API. Furthermore, we intend to provide options for local system deployment in the future to increase data privacy.
Diverging from the approach of competitors who depend on fixed templates and models, Extracta.ai employs meticulously adjusted Large Language Models (LLMs) for extracting data from any document without the need for previous training, achieving an accuracy rate of up to 99%. This method ensures enhanced flexibility, quicker deployment, reduced costs
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