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kotaemon/docs/integrations/docling.md
2026-05-30 12:27:41 +00:00

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# Docling
Kotaemon provides a [Docling](https://github.com/DS4SD/docling) reader to enable local document ingestion with structure-aware parsing, including text, tables, and figures.
The reader is located under `kotaemon/loaders/docling_loader`.
## Prerequisites
- Install Docling:
```bash
uv pip install -e "libs/kotaemon[docling]"
```
- Configure optional figure captioning:
Docling can generate figure captions when a VLM endpoint is available. Set `KH_VLM_ENDPOINT` in your `.env` file or application settings to enable captioning.
```bash
KH_VLM_ENDPOINT=http://your-vlm-endpoint
```
If `KH_VLM_ENDPOINT` is not set, Docling will still extract text, tables, and figure metadata, but it will skip generated figure captions.
## Configure the loader
1. Run Kotaemon and open the app UI.
2. Navigate to Settings → Retrieval Settings → File loader.
3. Select `Docling (figure+table extraction)`.
4. Save the settings, then upload or ingest a document. Kotaemon will use Docling during indexing and convert extracted content into `Document` objects.