# Docugami

>[Docugami](https://docugami.com) converts business documents into a Document XML Knowledge Graph, generating forests 
> of XML semantic trees representing entire documents. This is a rich representation that includes the semantic and 
> structural characteristics of various chunks in the document as an XML tree.

## Installation and Setup


```bash
pip install lxml
```

## Document Loader

See a [usage example](../modules/indexes/document_loaders/examples/docugami.ipynb).

```python
from langchain.document_loaders import DocugamiLoader
```