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Martin Triska 7a9149f5dd community: ZeroxPDFLoader (#27800)
# OCR-based PDF loader

This implements [Zerox](https://github.com/getomni-ai/zerox) PDF
document loader.
Zerox utilizes simple but very powerful (even though slower and more
costly) approach to parsing PDF documents: it converts PDF to series of
images and passes it to a vision model requesting the contents in
markdown.

It is especially suitable for complex PDFs that are not parsed well by
other alternatives.

## Example use:
```python
from langchain_community.document_loaders.pdf import ZeroxPDFLoader

os.environ["OPENAI_API_KEY"] = "" ## your-api-key

model = "gpt-4o-mini" ## openai model
pdf_url = "https://assets.ctfassets.net/f1df9zr7wr1a/soP1fjvG1Wu66HJhu3FBS/034d6ca48edb119ae77dec5ce01a8612/OpenAI_Sacra_Teardown.pdf"

loader = ZeroxPDFLoader(file_path=pdf_url, model=model)
docs = loader.load()
```

The Zerox library supports wide range of provides/models. See Zerox
documentation for details.

- **Dependencies:** `zerox`
- **Twitter handle:** @martintriska1

If no one reviews your PR within a few days, please @-mention one of
baskaryan, efriis, eyurtsev, ccurme, vbarda, hwchase17.

---------

Co-authored-by: Erick Friis <erickfriis@gmail.com>
2024-11-07 03:14:57 +00:00
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