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Co-authored-by: Your Name <charu@openai.com>
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examples/Data_extraction_transformation.ipynb
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@ -20,28 +20,12 @@
"cell_type": "markdown",
"metadata": {},
"source": [
"<table>\n",
" <tr>\n",
" <th style=\"font-size: 20px; text-align: left;\">Extraction</th>\n",
" <th style=\"font-size: 20px; text-align: left;\">Transformation</th>\n",
" </tr>\n",
" <tr>\n",
" <td><strong>Adaptable</strong>: Handles complex document layouts better, reducing errors</td>\n",
" <td><strong>Schema Adaptability</strong>: Easily transforms data to fit specific schemas for database ingestion</td>\n",
" </tr>\n",
" <tr>\n",
" <td><strong>Multilingual Support</strong>: Seamlessly processes documents in multiple languages</td>\n",
" <td><strong>Dynamic Data Mapping</strong>: Adapts to different data structures and formats, providing flexible transformation rules</td>\n",
" </tr>\n",
" <tr>\n",
" <td><strong>Contextual Understanding</strong>: Extracts meaningful relationships and context, not just text</td>\n",
" <td><strong>Enhanced Insight Generation</strong>: Applies reasoning to create more insightful transformations, enriching the dataset with derived metrics, metadata and relationships</td>\n",
" </tr>\n",
" <tr>\n",
" <td><strong>Multimodality</strong>: Processes various document elements, including images and tables</td>\n",
" <td></td>\n",
" </tr>\n",
"</table>\n"
"| **Extraction** | **Transformation** |\n",
"|---------------------------------------------------------------|------------------------------------------------------------------|\n",
"| **Adaptable**: Handles complex document layouts better, reducing errors | **Schema Adaptability**: Easily transforms data to fit specific schemas for database ingestion |\n",
"| **Multilingual Support**: Seamlessly processes documents in multiple languages | **Dynamic Data Mapping**: Adapts to different data structures and formats, providing flexible transformation rules |\n",
"| **Contextual Understanding**: Extracts meaningful relationships and context, not just text | **Enhanced Insight Generation**: Applies reasoning to create more insightful transformations, enriching the dataset with derived metrics, metadata and relationships |\n",
"| **Multimodality**: Processes various document elements, including images and tables | |\n"
]
},
{