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Documentation reviewed

Docling

Checked
Recheck due

Docling parses document layout and exports structured document data. Local conversion can run offline after initial model setup; remote-model configurations and managed offerings are separate routes.

Availability
Available. Released package/CLI. Docling Serve, remote-model pipelines and IBM's managed offering need separate configuration and terms checks.
How to use it
Library / CLI; API. Python 3.10+ and compatible model/runtime dependencies; API serving is a separate deployment step.
Processing and data
On-device option; Self-hosted option; Local and cloud options. A local pipeline can process files without uploads after model downloads. Selecting remote enrichment or model providers changes the data destination.
Costs and limits
MIT code; hardware, model and optional service costs
Outputs
Structured document objects and exports such as Markdown/JSON, tables and provenance; extraction quality must be checked before downstream decisions.

Requires a supported Python environment and downloaded models. Validate tables, reading order, OCR and source locations on your files. The code license does not determine every model's terms.

Review sources