Merge pull request #113 from weekenthralling/main

docs: add component clarification

docs/howto/normalize-datasets.ipynb

@@ -25,6 +25,15 @@
     "- **Empty or Placeholder Rows:** Extra rows with missing or irrelevant data can complicate data loading and analysis."
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "> **!!! Note:** When the `tablegpt-agent` enables the `Dataset Normalizer` to format the dataset, the dataset reading process will be noticeably slower. This is because the `Dataset Normalizer` needs to analyze the dataset and generate transformation code, a process that takes considerable time. \n",
+    ">\n",
+    "> **It is worth noting that the data normalization process can effectively address most common data irregularities. However, for more complex datasets, further optimization may be needed, and the results depend on the specific normalization model used.**"
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "bc22a838",