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{
"cells": [
{
"cell_type": "markdown",
"id": "b71a1322",
"metadata": {},
"source": [
"# Get started with `tanaos-NER-v1`"
]
},
{
"cell_type": "markdown",
"id": "469712c1",
"metadata": {},
"source": [
"## Option 1 - Use through the [Artifex library](https://github.com/tanaos/artifex)"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "c4bfa886",
"metadata": {
"vscode": {
"languageId": "plaintext"
}
},
"outputs": [],
"source": [
"!pip install artifex"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "7a8f8ec7",
"metadata": {
"vscode": {
"languageId": "plaintext"
}
},
"outputs": [],
"source": [
"from artifex import Artifex\n",
"\n",
"ta = Artifex().text_anonymization\n",
"\n",
"print(ta(\"John Doe lives at 123 Main St, New York. His phone number is (555) 123-4567.\"))"
]
},
{
"cell_type": "markdown",
"id": "afcc6d57",
"metadata": {},
"source": [
"## Option 2 - Use through the Transformers library"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "ff2b44c9",
"metadata": {
"vscode": {
"languageId": "plaintext"
}
},
"outputs": [],
"source": [
"!pip install transformers"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "ae5368d6",
"metadata": {
"vscode": {
"languageId": "plaintext"
}
},
"outputs": [],
"source": [
"from transformers import pipeline\n",
"\n",
"ta = pipeline(\n",
" task=\"text-anonymization\",\n",
" model=\"tanaos/tanaos-text-anonymizer-v1\",\n",
" aggregation_strategy=\"first\"\n",
")\n",
"\n",
"print(ta(\"John Doe lives at 123 Main St, New York. His phone number is (555) 123-4567.\"))"
]
}
],
"metadata": {
"language_info": {
"name": "python"
}
},
"nbformat": 4,
"nbformat_minor": 5
}
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