{
 "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
}