{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "e26838fe",
   "metadata": {},
   "source": [
    "# 📝 Multilingual Text Summarization (French + English)\n",
    "\n",
    "## 📘 Context\n",
    "\n",
    "Text summarization is a crucial NLP task used to extract key insights from long documents. With the advancement of transformer-based architectures like BART and T5, we can now generate high-quality summaries in different languages.\n",
    "\n",
    "This notebook demonstrates how to perform automatic summarization in:\n",
    "- 🇬🇧 **English**, using `facebook/bart-large-cnn`\n",
    "- 🇫🇷 **French**, using `plguillou/t5-base-fr-sum-cnndm`\n",
    "\n",
    "## 🎯 Objectives\n",
    "\n",
    "- Load and compare language-specific summarization models\n",
    "- Generate and display summaries for both English and French input texts\n",
    "- Test edge cases and observe model behavior"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "32637c47",
   "metadata": {},
   "source": [
    "## Packages"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "682e051c",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
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     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "ERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.\n",
      "spyder 5.2.2 requires pyqt5<5.13, which is not installed.\n",
      "spyder 5.2.2 requires pyqtwebengine<5.13, which is not installed.\n",
      "jupyter-server 1.18.1 requires anyio<4,>=3.1.0, but you have anyio 4.9.0 which is incompatible.\n",
      "conda-repo-cli 1.0.24 requires clyent==1.2.1, but you have clyent 1.2.2 which is incompatible.\n",
      "conda-repo-cli 1.0.24 requires nbformat==5.4.0, but you have nbformat 5.5.0 which is incompatible.\n",
      "conda-repo-cli 1.0.24 requires requests==2.28.1, but you have requests 2.32.3 which is incompatible.\n",
      "botocore 1.27.28 requires urllib3<1.27,>=1.25.4, but you have urllib3 2.4.0 which is incompatible.\n"
     ]
    }
   ],
   "source": [
    "# !pip install transformers sentencepiece\n",
    "!pip install -r requirements.txt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "b7763e5e",
   "metadata": {},
   "outputs": [],
   "source": [
    "# import loguru\n",
    "\n",
    "from transformers import pipeline, AutoTokenizer, AutoModelForSeq2SeqLM\n",
    "import textwrap  # Text wrapping and filling\n",
    "\n",
    "import gradio as gr\n",
    "from langdetect import detect"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "80f389cd",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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