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

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Signed-off-by: Panos Vagenas <35837085+vagenas@users.noreply.github.com>
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Panos Vagenas
2024-11-21 17:23:04 +01:00
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## 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"}-->
- 📖 [API docs \[↗\]](https://docs.llamaindex.ai/en/stable/api_reference/readers/docling/)<!--{target="_blank"} -->
- 📦 [PyPI \[↗\]](https://pypi.org/project/llama-index-readers-docling/)<!--{target="_blank"}-->
- 🦙 [LlamaHub \[↗\]](https://llamahub.ai/l/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)
- 📖 [Docling Reader Docs](https://docs.llamaindex.ai/en/stable/api_reference/readers/docling/)
- 📦 [Docling Reader PyPI](https://pypi.org/project/llama-index-readers-docling/)
### 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"}-->
- 📖 [API docs \[↗\]](https://docs.llamaindex.ai/en/stable/api_reference/node_parser/docling/)<!--{target="_blank"} -->
- 📦 [PyPI \[↗\]](https://pypi.org/project/llama-index-node-parser-docling/)<!--{target="_blank"}-->
- 🦙 [LlamaHub \[↗\]](https://llamahub.ai/l/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)
- 📖 [Docling Node Parser Docs](https://docs.llamaindex.ai/en/stable/api_reference/node_parser/docling/)
- 📦 [Docling Node Parser PyPI](https://pypi.org/project/llama-index-node-parser-docling/)