feat: add loader for open office odt files (#4405)

# ODF File Loader

Adds a data loader for handling Open Office ODT files. Requires
`unstructured>=0.6.3`.

### Testing

The following should work using the `fake.odt` example doc from the
[`unstructured` repo](https://github.com/Unstructured-IO/unstructured).

```python
from langchain.document_loaders import UnstructuredODTLoader

loader = UnstructuredODTLoader(file_path="fake.odt", mode="elements")
loader.load()

loader = UnstructuredODTLoader(file_path="fake.odt", mode="single")
loader.load()
```
parallel_dir_loader
Matt Robinson 1 year ago committed by GitHub
parent 65f85af242
commit 3637d6da6e
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@ -0,0 +1,76 @@
{
"cells": [
{
"cell_type": "markdown",
"id": "22a849cc",
"metadata": {},
"source": [
"## Unstructured ODT Loader\n",
"\n",
"The `UnstructuredODTLoader` can be used to load Open Office ODT files."
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "e6616e3a",
"metadata": {},
"outputs": [],
"source": [
"from langchain.document_loaders import UnstructuredODTLoader"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "a654e4d9",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Document(page_content='Lorem ipsum dolor sit amet.', metadata={'source': 'example_data/fake.odt', 'filename': 'example_data/fake.odt', 'category': 'Title'})"
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"loader = UnstructuredODTLoader(\"example_data/fake.odt\", mode=\"elements\")\n",
"docs = loader.load()\n",
"docs[0]"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "9ab94bde",
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.8.13"
}
},
"nbformat": 4,
"nbformat_minor": 5
}

@ -53,6 +53,7 @@ from langchain.document_loaders.notebook import NotebookLoader
from langchain.document_loaders.notion import NotionDirectoryLoader
from langchain.document_loaders.notiondb import NotionDBLoader
from langchain.document_loaders.obsidian import ObsidianLoader
from langchain.document_loaders.odt import UnstructuredODTLoader
from langchain.document_loaders.onedrive import OneDriveLoader
from langchain.document_loaders.pdf import (
MathpixPDFLoader,
@ -190,6 +191,7 @@ __all__ = [
"UnstructuredHTMLLoader",
"UnstructuredImageLoader",
"UnstructuredMarkdownLoader",
"UnstructuredODTLoader",
"UnstructuredPDFLoader",
"UnstructuredPowerPointLoader",
"UnstructuredRTFLoader",

@ -0,0 +1,22 @@
"""Loader that loads Open Office ODT files."""
from typing import Any, List
from langchain.document_loaders.unstructured import (
UnstructuredFileLoader,
validate_unstructured_version,
)
class UnstructuredODTLoader(UnstructuredFileLoader):
"""Loader that uses unstructured to load open office ODT files."""
def __init__(
self, file_path: str, mode: str = "single", **unstructured_kwargs: Any
):
validate_unstructured_version(min_unstructured_version="0.6.3")
super().__init__(file_path=file_path, mode=mode, **unstructured_kwargs)
def _get_elements(self) -> List:
from unstructured.partition.odt import partition_odt
return partition_odt(filename=self.file_path, **self.unstructured_kwargs)

@ -23,6 +23,15 @@ def satisfies_min_unstructured_version(min_version: str) -> bool:
return unstructured_version_tuple >= min_version_tuple
def validate_unstructured_version(min_unstructured_version: str) -> None:
"""Raises an error if the unstructured version does not exceed the
specified minimum."""
if not satisfies_min_unstructured_version(min_unstructured_version):
raise ValueError(
f"unstructured>={min_unstructured_version} is required in this loader."
)
class UnstructuredBaseLoader(BaseLoader, ABC):
"""Loader that uses unstructured to load files."""

@ -0,0 +1,12 @@
from pathlib import Path
from langchain.document_loaders import UnstructuredODTLoader
def test_unstructured_odt_loader() -> None:
"""Test unstructured loader."""
file_path = Path(__file__).parent.parent / "examples/fake.odt"
loader = UnstructuredODTLoader(str(file_path))
docs = loader.load()
assert len(docs) == 1
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