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site_name: Docling
site_url: https://docling-project.github.io/docling/
repo_name: docling-project/docling
repo_url: https://github.com/docling-project/docling
theme:
name: material
custom_dir: docs/overrides
palette:
# Default dark mode
- scheme: slate
primary: black
toggle:
icon: material/brightness-7
name: Switch to light mode
# Light mode
- media: "(prefers-color-scheme: light)"
scheme: default
primary: black
toggle:
icon: material/brightness-4
name: Switch to dark mode
# System preference (dark)
- media: "(prefers-color-scheme: dark)"
scheme: slate
primary: black
toggle:
icon: material/brightness-auto
name: Switch to system preference
logo: assets/logo.png
favicon: assets/logo.png
features:
- content.tabs.link
- content.code.annotate
- content.code.copy
- content.tooltips
- announce.dismiss
- navigation.footer
- navigation.tabs
- navigation.indexes # <= if set, each "section" can have its own page, if index.md is used
- navigation.instant
- navigation.instant.prefetch
# - navigation.instant.preview
- navigation.instant.progress
- navigation.path
# - navigation.sections # <= if set, navigation menus will not collapse and expand
- navigation.top
- navigation.tracking
- search.suggest
- toc.follow
nav:
- Documentation:
- Documentation: index.md
- Getting started :
- Installation: getting_started/installation.md
- Quickstart: getting_started/quickstart.md
- ⚡ RTX GPU: getting_started/rtx.md
- Usage:
- Advanced options: usage/advanced_options.md
- Supported formats: usage/supported_formats.md
- Audio & video: usage/processing_audio_media.md
- Enrichment features: usage/enrichments.md
- Vision models: usage/vision_models.md
- Model catalog: usage/model_catalog.md
- GPU support: usage/gpu.md
- MCP server: usage/mcp.md
- Jobkit: usage/jobkit.md
- FAQ:
- FAQ: faq/index.md
- Concepts:
- Concepts: concepts/index.md
- Architecture: concepts/architecture.md
- Docling Document: concepts/docling_document.md
- Serialization: concepts/serialization.md
- Confidence Scores: concepts/confidence_scores.md
- Chunking: concepts/chunking.md
- Plugins: concepts/plugins.md
- Examples:
- Examples: examples/index.md
- 🔀 Conversion:
- "Simple conversion": examples/minimal.py
- "Custom conversion": examples/custom_convert.py
- "Batch conversion": examples/batch_convert.py
- "Multi-format conversion": examples/run_with_formats.py
- "VLM pipeline with GraniteDocling": examples/minimal_vlm_pipeline.py
- "VLM pipeline with remote model": examples/vlm_pipeline_api_model.py
- "VLM comparison": examples/compare_vlm_models.py
- "ASR pipeline with Whisper": examples/minimal_asr_pipeline.py
- "Figure export": examples/export_figures.py
- "Table export": examples/export_tables.py
- "Multimodal export": examples/export_multimodal.py
- "Force full page OCR": examples/full_page_ocr.py
- "Automatic OCR language detection with tesseract": examples/tesseract_lang_detection.py
- "RapidOCR with custom OCR models": examples/rapidocr_with_custom_models.py
- "SuryaOCR with custom OCR models": examples/suryaocr_with_custom_models.py
- "Accelerator options": examples/run_with_accelerator.py
- "Detect and obfuscate PII": examples/pii_obfuscate.py
- "Simple translation": examples/translate.py
- examples/backend_csv.ipynb
- examples/backend_xml_rag.ipynb
- examples/xbrl_conversion.ipynb
- ✂️ Serialization & chunking:
- examples/serialization.ipynb
- examples/hybrid_chunking.ipynb
- examples/advanced_chunking_and_serialization.ipynb
- 📤 Information extraction:
- examples/extraction.ipynb
- 🤖 RAG with AI dev frameworks:
- examples/rag_haystack.ipynb
- examples/rag_langchain.ipynb
- examples/rag_llamaindex.ipynb
- examples/visual_grounding.ipynb
- 🖼️ Picture annotation:
- "Annotate picture with local VLM": examples/pictures_description.ipynb
- "Annotate picture with remote VLM": examples/pictures_description_api.py
- 🔤 Enrichments:
- "Code & formula": examples/code_formula_granite_docling.py
- ✨ Enrichment development:
- "Figure enrichment": examples/develop_picture_enrichment.py
- "Formula enrichment": examples/develop_formula_understanding.py
- "Enrich a DoclingDocument": examples/enrich_doclingdocument.py
- ⚡️ GPU optimization:
- "Standard pipeline": examples/gpu_standard_pipeline.py
- "VLM pipeline": examples/gpu_vlm_pipeline.py
- "Parquet benchmark": examples/parquet_images.py
- 🗂️ More examples:
- examples/dpk-ingest-chunk-tokenize.ipynb
- examples/rag_azuresearch.ipynb
- RAG with Granite [↗]: https://github.com/ibm-granite-community/granite-snack-cookbook/blob/main/recipes/RAG/Granite_Docling_RAG.ipynb
- examples/rag_milvus.ipynb
- examples/rag_opensearch.ipynb
- examples/rag_weaviate.ipynb
- examples/retrieval_qdrant.ipynb
- examples/rag_mongodb.ipynb
- RAG with Vault PII transform [↗]: https://github.com/workloads/pathfinder-prism
- Integrations:
- Integrations: integrations/index.md
- 🤖 Agentic / AI dev frameworks:
- "Bee Agent Framework": integrations/bee.md
- "Crew AI": integrations/crewai.md
- "Haystack": integrations/haystack.md
- "Hector": integrations/hector.md
- "LangChain": integrations/langchain.md
- "Langflow": integrations/langflow.md
- "LlamaIndex": integrations/llamaindex.md
- "Semantica": integrations/semantica.md
- "txtai": integrations/txtai.md
- ⭐️ Featured:
- "Apify": integrations/apify.md
- "Data Prep Kit": integrations/data_prep_kit.md
- "InstructLab": integrations/instructlab.md
- "NVIDIA": integrations/nvidia.md
- "Prodigy": integrations/prodigy.md
- "RHEL AI": integrations/rhel_ai.md
- "spaCy": integrations/spacy.md
- 🗂️ More integrations:
- "Arconia": integrations/arconia.md
- "Cloudera": integrations/cloudera.md
- "DocETL": integrations/docetl.md
- "Kotaemon": integrations/kotaemon.md
- "OpenContracts": integrations/opencontracts.md
- "Open WebUI": integrations/openwebui.md
- "Quarkus": integrations/quarkus.md
- "Vectara": integrations/vectara.md
- Reference:
- Python API:
- Document Converter: reference/document_converter.md
- Pipeline options: reference/pipeline_options.md
- Docling Document: reference/docling_document.md
- CLI:
- CLI reference: reference/cli.md
markdown_extensions:
- pymdownx.critic
- pymdownx.superfences
- pymdownx.tabbed:
alternate_style: true
slugify: !!python/object/apply:pymdownx.slugs.slugify
kwds:
case: lower
- pymdownx.emoji:
emoji_index: !!python/name:material.extensions.emoji.twemoji
emoji_generator: !!python/name:material.extensions.emoji.to_svg
- admonition
- pymdownx.details
- attr_list
- mkdocs-click
plugins:
- search
- redirects:
redirect_maps:
getting_started/index.md: index.md
installation/index.md: getting_started/installation.md
usage/index.md: getting_started/quickstart.md
- mkdocs-jupyter
- mkdocstrings:
default_handler: python
handlers:
python:
options:
docstring_style: google
extensions:
- griffe_pydantic:
schema: true
preload_modules:
- docling_core
extra_css:
- stylesheets/extra.css
extra:
social:
- icon: fontawesome/brands/github
link: https://github.com/docling-project/docling
- icon: fontawesome/brands/discord
link: https://docling.ai/discord
- icon: fontawesome/brands/linkedin
link: https://linkedin.com/company/docling/
analytics:
provider: google
property: G-MP75NXFDH4