## Basic usage ### Python In Docling, working with documents is as simple as: 1. converting your source file to a Docling document 2. using that Docling document for your workflow For example, the snippet below shows conversion with export to Markdown: ```python from docling.document_converter import DocumentConverter source = "https://arxiv.org/pdf/2408.09869" # file path or URL converter = DocumentConverter() doc = converter.convert(source).document print(doc.export_to_markdown()) # output: "### Docling Technical Report[...]" ``` Docling supports a wide array of [file formats](./supported_formats.md) and, as outlined in the [architecture](../concepts/architecture.md) guide, provides a versatile document model along with a full suite of supported operations. ### CLI You can additionally use Docling directly from your terminal, for instance: ```console docling https://arxiv.org/pdf/2206.01062 ``` The CLI provides various options, such as 🥚[SmolDocling](https://huggingface.co/ds4sd/SmolDocling-256M-preview) (incl. MLX acceleration) & other VLMs: ```bash docling --pipeline vlm --vlm-model smoldocling https://arxiv.org/pdf/2206.01062 ``` For all available options, run `docling --help` or check the [CLI reference](../reference/cli.md). ## What's next Check out the Usage subpages (navigation menu on the left) as well as our [featured examples](../examples/index.md) for additional usage workflows, including conversion customization, RAG, framework integrations, chunking, serialization, enrichments, and much more!