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docs: fix minor typos (#801)

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Signed-off-by: Farzad Sunavala <40604067+farzad528@users.noreply.github.com>
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Farzad Sunavala 2025-01-24 09:27:05 -06:00 committed by GitHub
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docs/examples/rag_azuresearch.ipynb
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@ -63,7 +63,7 @@
"source": [
"# Part 0: Prerequisites\n",
" - **Azure AI Search** resource\n",
" - **Azure OpenAI** resource with a deployed embedding & chat completion model (e.g. `text-embedding-3-small` & `gpt-4o`) \n",
" - **Azure OpenAI** resource with a deployed embedding and chat completion model (e.g. `text-embedding-3-small` and `gpt-4o`) \n",
" - **Docling 2.12+** (installs `docling_core` automatically) Docling installed (Python 3.8+ environment)\n",
"\n",
"- A **GPU-enabled environment** is preferred for faster parsing. Docling 2.12 automatically detects GPU if present.\n",
@ -97,7 +97,7 @@
"\n",
"\n",
"AZURE_SEARCH_ENDPOINT = _get_env(\"AZURE_SEARCH_ENDPOINT\")\n",
"AZURE_SEARCH_KEY = _get_env(\"AZURE_SEARCH_KEY\") # Ensure this your Admin Key\n",
"AZURE_SEARCH_KEY = _get_env(\"AZURE_SEARCH_KEY\") # Ensure this is your Admin Key\n",
"AZURE_SEARCH_INDEX_NAME = _get_env(\"AZURE_SEARCH_INDEX_NAME\", \"docling-rag-sample\")\n",
"AZURE_OPENAI_ENDPOINT = _get_env(\"AZURE_OPENAI_ENDPOINT\")\n",
"AZURE_OPENAI_API_KEY = _get_env(\"AZURE_OPENAI_API_KEY\")\n",
@ -235,8 +235,8 @@
"cell_type": "markdown",
"metadata": {},
"source": [
"# Part 3: Hierarchical Chunking\n",
"We convert the `Document` into smaller chunks for embedding & indexing. The built-in `HierarchicalChunker` preserves structure. "
"# Part 2: Hierarchical Chunking\n",
"We convert the `Document` into smaller chunks for embedding and indexing. The built-in `HierarchicalChunker` preserves structure. "
]
},
{