This guide serves to explain what a Kodexa document is at the most basic level.
In this article:
The purpose of a Kodexa document is to represent unstructured data as a generalized structured document that can support a wide variety of use cases. The underlying idea is that given unstructured data, how do we introduce structure to better access its contents and standardize how we work with documents.
This resulting Kodexa document object can then be accessed using a common API, and users can make use of the object's methods to extract the content they need. By storing data in this manner, we can structure content in such a way that it is flexible while also allowing for the addition of features to describe the contents further.
Now, we can start discussing the structure of a Kodexa document. A Kodexa document is a hierarchical tree like structure composed of content nodes. These content nodes can be one of a variety of types, such as:
- Root Nodes
- These nodes are used to reference the document in its entirety. All nodes in a Kodexa document can be traced back to its root node.
- Page Nodes
- Page nodes are used to reference specific pages in a document.
- Content Area Nodes
- Content area nodes are used to reference blocks of content within a specific page. These content areas can be blocks of text or images.
- Line Nodes
- Inside a specific content area, line nodes are used to reference specific lines in a block of text.
- Word Nodes
- Word nodes are the leaf nodes of our document tree. These nodes contain the actual content of our document.
Each content node consists of the following:
- Content Parts:
- Contains the actual content. This content is usually a string or an encoded image. Usually, only the leaf nodes of the tree contain the actual content parts in a Kodexa document.
- Content Features:
- These content features are used to describe or add information about a specific content node.
- Content features can also be described by their type. Some examples of these types are spatial features like bounding boxes and text features like font.
A Simple Kodexa Document
To help you better understand and visualize what has been discussed so far, here is an example of a simple PDF and its corresponding Kodexa document. The step-by-step process for converting the PDF into a Kodexa document is also described below.
- To start, a root node is used to reference our simple PDF as a whole.
- Next, we can add a page node that references our page.
- After which, we would need a content area node to reference where the content is in our document. This content area node has a spatial content feature, bounding box, to help users see where this specific content area is on the page.
- Next, we can create a line which can be used to reference each line in a content area. Since our content area has two lines, we’ll need to create two line nodes.
- Lastly, we can create word nodes for each of our line nodes to reference each of the words in a line.
Our final Kodexa document tree can also be visualized by layering its data on top of our initial PDF.
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