You may need to read and extract text from PDF documents in your Python applications. So, as a Python developer, you can easily extract all the text from PDF documents programmatically on the cloud. This article will explain how to extract text from PDF documents using a REST API in Python.
The following topics shall be covered in this article:
Document Parser REST API and Python SDK
For extracting text from a PDF document, I will be using the Python SDK of GroupDocs.Parser Cloud API. It allows python get text from pdf and to parse data from all popular document types. You can extract text, images, and parse data by a template by using the SDK. It also provides .NET, Java, PHP, Ruby, and Node.js SDKs as its document parser family members for the Cloud API.
You can install GroupDocs.Parser Cloud to your Python project with pip (package installer for python) using the following command in the console:
pip install groupdocs_parser_cloud
Please get your Client ID and Client Secret from the dashboard before you start following the steps and available code examples. Once you have your client ID and Secret, add in the code as shown below:
Extract Text from PDF using a REST API in Python
You can extract text from PDF documents by following the simple steps mentioned below:
- Upload the PDF file to the Cloud
- Extract Text from PDF Documents using Python
- Read Text by Page Numbers from PDF Documents using Python
- Get Text From Document Attached with PDF using Python
Upload the Document
First of all, upload the PDF document to get text from pdf python using the code example given below:
As a result, the uploaded PDF file (sample.pdf) will be available in the files section of your dashboard on the cloud. Now you are ready to extract content from pdf.
Extract Text from PDF Documents using Python
You can easily extract text from pdf with python programmatically by following the steps mentioned below.
- Create an instance of ParseApi
- Define TextOptions
- Set path to the PDF file
- Create TextRequest
- Get results by calling the ParseApi.text() method
The following code sample shows how to extract all text from PDF document using a REST API.
Extract Text From The Whole Document
Read Text by Page Numbers from PDF Documents using Python
You can easily extract the text from specific pages of a PDF file programmatically by following the steps mentioned below.
- Create an instance of ParseApi
- Define TextOptions
- Provide the path to the PDF file
- Set the start page number
- set the count of pages to extract
- Create TextRequest
- Get results by calling the ParseApi.text() method
The following code sample shows how to extract words from pdf in Python by page numbers range using a REST API.
Extract Text by a Page Number Range
Get Text From Document Attached with PDF using Python
You can extract the text from a document inside a container, available as an attachment in a PDF file programmatically by following the steps mentioned below.
- Create an instance of ParseApi
- Define TextOptions
- Set path to the PDF file
- Define ContainerItemInfo
- Provide the relative path of the inside document
- Set the start page number
- set the count of pages to extract
- Create TextRequest
- Get results by calling the ParseApi.text() method
The following code sample shows how to extract the text from a document inside a PDF document using a REST API.
Extract Text From a Document Inside a Container
Try Online
How to extract text from pdf online free? Please try the following free online PDF Parsing tool to extract text from pdf free. This pdf text extractor is developed using the above API. https://products.groupdocs.app/parser/pdf
Conclusion
In this article, you have learned how to extract text from PDF documents on the cloud. This article also explained how to programmatically upload a PDF file on the cloud and pdf text extractor online. Moreover, we also learned extract only text from pdf by page number and python text extraction from pdf from attached document.
You can learn more about GroupDocs.Parser Cloud API using the documentation. We also provide an API Reference section that lets you visualize and interact with our APIs directly through the browser. In case of any ambiguity about pdf text extraction and extract text from pdf python, please feel free to contact us on the forum.