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* chore: typo fix

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* chore: typo fix

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* chore: typo fix

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* chore: typo fix

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* chore: typo fix

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* chore: typo fix

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* chore: typo fix

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* chore: typo fix

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* chore: typo fix

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* chore: typo fix

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* chore: typo fix

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* chore: typo fix

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* chore: typo fix

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docs/examples/backend_xml_rag.ipynb
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@@ -569,7 +569,7 @@
"The `DoclingDocument` format of the converted patents has a rich hierarchical structure, inherited from the original XML document and preserved by the Docling custom backend.\n",
"In this notebook, we will leverage:\n",
"- The `SimpleDirectoryReader` pattern to iterate over the exported XML files created in section [Fetch the data](#fetch-the-data).\n",
"- The LlamaIndex extensions, `DoclingReader` and `DoclingNodeParser`, to ingest the patent chunks into a Milvus vectore store.\n",
"- The LlamaIndex extensions, `DoclingReader` and `DoclingNodeParser`, to ingest the patent chunks into a Milvus vector store.\n",
"- The `HierarchicalChunker` implementation, which applies a document-based hierarchical chunking, to leverage the patent structures like sections and paragraphs within sections.\n",
"\n",
"Refer to other possible implementations and usage patterns in the [Chunking](../../concepts/chunking/) documentation and the [RAG with LlamaIndex](../rag_llamaindex/) notebook."