docs: add DocETL, Kotaemon, spaCy integrations; minor docs improvements (#408)

Signed-off-by: Panos Vagenas <35837085+vagenas@users.noreply.github.com>

docs/concepts/index.md

@@ -1 +1 @@
-Use the navigation on the left to browse some core Docling concepts.
+Use the navigation on the left to browse through some core Docling concepts.

docs/index.md

@@ -7,13 +7,14 @@
 
 [![arXiv](https://img.shields.io/badge/arXiv-2408.09869-b31b1b.svg)](https://arxiv.org/abs/2408.09869)
 [![PyPI version](https://img.shields.io/pypi/v/docling)](https://pypi.org/project/docling/)
-![Python](https://img.shields.io/badge/python-3.10%20%7C%203.11%20%7C%203.12-blue)
+[![PyPI - Python Version](https://img.shields.io/pypi/pyversions/docling)](https://pypi.org/project/docling/)
 [![Poetry](https://img.shields.io/endpoint?url=https://python-poetry.org/badge/v0.json)](https://python-poetry.org/)
 [![Code style: black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black)
 [![Imports: isort](https://img.shields.io/badge/%20imports-isort-%231674b1?style=flat&labelColor=ef8336)](https://pycqa.github.io/isort/)
 [![Pydantic v2](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/pydantic/pydantic/main/docs/badge/v2.json)](https://pydantic.dev)
 [![pre-commit](https://img.shields.io/badge/pre--commit-enabled-brightgreen?logo=pre-commit&logoColor=white)](https://github.com/pre-commit/pre-commit)
 [![License MIT](https://img.shields.io/github/license/DS4SD/docling)](https://opensource.org/licenses/MIT)
+[![PyPI Downloads](https://static.pepy.tech/badge/docling/month)](https://pepy.tech/projects/docling)
 
 Docling parses documents and exports them to the desired format with ease and speed.
 

docs/integrations/.template.md

@@ -0,0 +1,9 @@
+Docling is available as a plugin for [EXAMPLE](https://example.com).
+
+- 💻 [GitHub][github]
+- 📖 [Docs][docs]
+- 📦 [PyPI][pypi]
+
+[github]: https://github.com/...
+[docs]: https://...
+[pypi]: https://pypi.org/project/...

docs/integrations/data_prep_kit.md

@@ -1,13 +1,13 @@
 ## Get started
 
-Docling is used by the [Data Prep Kit \[↗\]](https://ibm.github.io/data-prep-kit/) open-source toolkit for preparing unstructured data for LLM application development ranging from laptop scale to datacenter scale.
+Docling is used by the [Data Prep Kit](https://ibm.github.io/data-prep-kit/) open-source toolkit for preparing unstructured data for LLM application development ranging from laptop scale to datacenter scale.
 
 Below you find the Data Prep Kit modules powered by Docling.
 
 ## PDF ingestion to Parquet
-- 💻 [GitHub \[↗\]](https://github.com/IBM/data-prep-kit/tree/dev/transforms/language/pdf2parquet)
+- 💻 [PDF-to-Parquet GitHub](https://github.com/IBM/data-prep-kit/tree/dev/transforms/language/pdf2parquet)
-- 📖 [API docs \[↗\]](https://ibm.github.io/data-prep-kit/transforms/language/pdf2parquet/python/)
+- 📖 [PDF-to-Parquet Docs](https://ibm.github.io/data-prep-kit/transforms/language/pdf2parquet/python/)
 
 ## Document chunking
-- 💻 [GitHub \[↗\]](https://github.com/IBM/data-prep-kit/tree/dev/transforms/language/doc_chunk)
+- 💻 [Doc Chunking GitHub](https://github.com/IBM/data-prep-kit/tree/dev/transforms/language/doc_chunk)
-- 📖 [API docs \[↗\]](https://ibm.github.io/data-prep-kit/transforms/language/doc_chunk/python/)
+- 📖 [Doc Chunking Docs](https://ibm.github.io/data-prep-kit/transforms/language/doc_chunk/python/)

docs/integrations/docetl.md

@@ -0,0 +1,9 @@
+Docling is available as a file conversion method in [DocETL](https://github.com/ucbepic/docetl):
+
+- 💻 [DocETL GitHub][github]
+- 📖 [DocETL Docs][docs]
+- 📦 [DocETL PyPI][pypi]
+
+[github]: https://github.com/ucbepic/docetl
+[docs]: https://ucbepic.github.io/docetl/
+[pypi]: https://pypi.org/project/docetl/

docs/integrations/kotaemon.md

@@ -0,0 +1,9 @@
+Docling is available in [Kotaemon](https://cinnamon.github.io/kotaemon/) as the `DoclingReader` loader:
+
+- 💻 [Kotaemon GitHub][github]
+- 📖 [DoclingReader Docs][docs]
+- ⚙️ [Docling Setup in Kotaemon][setup]
+
+[github]: https://github.com/Cinnamon/kotaemon
+[docs]: https://cinnamon.github.io/kotaemon/reference/loaders/docling_loader/
+[setup]: https://cinnamon.github.io/kotaemon/development/?h=docling#setup-multimodal-document-parsing-ocr-table-parsing-figure-extraction

docs/integrations/llamaindex.md

@@ -1,8 +1,8 @@
 ## Get started
 
-Docling is available as an official [LlamaIndex \[↗\]](https://docs.llamaindex.ai/) extension.
+Docling is available as an official [LlamaIndex](https://docs.llamaindex.ai/) extension.
 
-To get started, check out the [step-by-step guide in LlamaIndex \[↗\]](https://docs.llamaindex.ai/en/stable/examples/data_connectors/DoclingReaderDemo/)<!--{target="_blank"}-->.
+To get started, check out the [step-by-step guide in LlamaIndex](https://docs.llamaindex.ai/en/stable/examples/data_connectors/DoclingReaderDemo/).
 
 ## Components
 
@@ -10,16 +10,14 @@ To get started, check out the [step-by-step guide in LlamaIndex \[↗\]](https:/
 
 Reads document files and uses Docling to populate LlamaIndex `Document` objects — either serializing Docling's data model (losslessly, e.g. as JSON) or exporting to a simplified format (lossily, e.g. as Markdown).
 
-- 💻 [GitHub \[↗\]](https://github.com/run-llama/llama_index/tree/main/llama-index-integrations/readers/llama-index-readers-docling)<!--{target="_blank"}-->
+- 💻 [Docling Reader GitHub](https://github.com/run-llama/llama_index/tree/main/llama-index-integrations/readers/llama-index-readers-docling)
-- 📖 [API docs \[↗\]](https://docs.llamaindex.ai/en/stable/api_reference/readers/docling/)<!--{target="_blank"} -->
+- 📖 [Docling Reader Docs](https://docs.llamaindex.ai/en/stable/api_reference/readers/docling/)
-- 📦 [PyPI \[↗\]](https://pypi.org/project/llama-index-readers-docling/)<!--{target="_blank"}-->
+- 📦 [Docling Reader PyPI](https://pypi.org/project/llama-index-readers-docling/)
-- 🦙 [LlamaHub \[↗\]](https://llamahub.ai/l/readers/llama-index-readers-docling)<!--{target="_blank"}-->
 
 ### Docling Node Parser
 
 Reads LlamaIndex `Document` objects populated in Docling's format by Docling Reader and, using its knowledge of the Docling format, parses them to LlamaIndex `Node` objects for downstream usage in LlamaIndex applications, e.g. as chunks for embedding.
 
-- 💻 [GitHub \[↗\]](https://github.com/run-llama/llama_index/tree/main/llama-index-integrations/node_parser/llama-index-node-parser-docling)<!--{target="_blank"}-->
+- 💻 [Docling Node Parser GitHub](https://github.com/run-llama/llama_index/tree/main/llama-index-integrations/node_parser/llama-index-node-parser-docling)
-- 📖 [API docs \[↗\]](https://docs.llamaindex.ai/en/stable/api_reference/node_parser/docling/)<!--{target="_blank"} -->
+- 📖 [Docling Node Parser Docs](https://docs.llamaindex.ai/en/stable/api_reference/node_parser/docling/)
-- 📦 [PyPI \[↗\]](https://pypi.org/project/llama-index-node-parser-docling/)<!--{target="_blank"}-->
+- 📦 [Docling Node Parser PyPI](https://pypi.org/project/llama-index-node-parser-docling/)
-- 🦙 [LlamaHub \[↗\]](https://llamahub.ai/l/node_parser/llama-index-node-parser-docling)<!--{target="_blank"}-->

docs/integrations/spacy.md

@@ -0,0 +1,9 @@
+Docling is available in [spaCy](https://spacy.io/) as the "SpaCy Layout" plugin:
+
+- 💻 [SpacyLayout GitHub][github]
+- 📖 [SpacyLayout Docs][docs]
+- 📦 [SpacyLayout PyPI][pypi]
+
+[github]: https://github.com/explosion/spacy-layout
+[docs]: https://github.com/explosion/spacy-layout?tab=readme-ov-file#readme
+[pypi]: https://pypi.org/project/spacy-layout/

mkdocs.yml

@@ -38,6 +38,7 @@ theme:
     - content.code.annotate
     - content.code.copy
     - announce.dismiss
+    - navigation.footer
     - navigation.tabs
     - navigation.indexes  # <= if set, each "section" can have its own page, if index.md is used
     - navigation.instant
@@ -85,7 +86,10 @@ nav:
   - Integrations:
     - Integrations: integrations/index.md
     - "Data Prep Kit": integrations/data_prep_kit.md
+    - "DocETL": integrations/docetl.md
+    - "Kotaemon": integrations/kotaemon.md
     - "LlamaIndex 🦙": integrations/llamaindex.md
+    - "spaCy": integrations/spacy.md
     # - "LangChain 🦜🔗": integrations/langchain.md
   # - API reference:
   #   - API reference: api_reference/index.md