kun432 · September 12, 2024 09:39
diff --git a/chat_with_your_pdf_ja.ipynb b/chat_with_your_pdf_ja.ipynb
 {
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/gist/kun432/f0c11fcb998948fbf71cbf4e48c3ed1f/chat_with_your_pdf_ja.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "# !!!日本語訳について!!!\n",
        "\n",
        "本notebookは、byaldiの以下のノートブックを日本語に翻訳し、Colaboratoryで使用しやすいように一部修正を加えたものです。\n",
        "\n",
        "https://github.com/AnswerDotAI/byaldi/blob/main/examples/chat_with_your_pdf.ipynb"
      ],
      "metadata": {
        "id": "ts6aISfZVY61"
      },
      "id": "ts6aISfZVY61"
    },
    {
      "cell_type": "markdown",
      "id": "90d2e6ca-4c5b-471f-830a-f469a303197b",
      "metadata": {
        "id": "90d2e6ca-4c5b-471f-830a-f469a303197b"
      },
      "source": [
        "### byaldi + Claude を使ってPDFとチャットしましょう 🚀\n",
        "\n",
        "ColPaliは*画像検索モデル*です。つまり、PDFやPNGファイルなどの文書全体を入力として取り込み、そのままの形で表現します。文書から情報を抽出するための特別な処理は行いません。むしろ、フルページのコンテンツ、複雑なレイアウト、表などを「読み取り」、それらを詳細に表現できるように訓練されたモデルです。良い点は、これらの表現を使用して、プレーンテキストで文書を照会できることです!\n",
        "\n",
        "これは、一般的に行われているDocument-based Retrieval-Augmented-Generation (RAG) の方法とは根本的に異なります。現在のパイプラインでは、ドキュメントは多くの処理ステップ(ドキュメントからのテキスト抽出、レイアウト情報の再追加、クエリできるように表や画像を表現するなど)を経る必要があり、多くの時間と複雑なコストがかかり、その過程で情報を失うこともあります。\n",
        "\n",
        "ColPaliや同様のアプローチは、そのシンプルかつ非常に強力なパイプラインにより、多くのユースケースの実現を可能にするでしょう。\n",
        "\n",
        "実際にはどのように機能するのでしょうか?文書を作成し、それを取得し、LLMが関連する文脈のページで回答を得るにはどうすればよいのでしょうか?LLMにはテキストが必要ではないのでしょうか?\n",
        "\n",
        "まあ、一見したよりもずっとシンプルです!最近話題になっているのが、ビジョン・ランゲージ・モデル(Vision Language Models、以下VLMs)です。これらは基本的に、テキスト・トークンと同様に「画像トークン」を読み取ることができるLLMです。つまり、画像入力をページとして与えれば、テキスト入力と同様に使用できるということです。\n",
        "\n",
        "このノートブックでは、与えられた文書に基づいてクエリに回答するために、ByaldiをClaudeと組み合わせて使用する方法を紹介します。Claudeとやりとりするために、[claudette](https://github.com/answerdotai/claudette)ライブラリを使用します。これは、面倒な作業をすべて簡素化し、Claudeと素早くやりとりするための非常にシンプルなラッパーです!\n",
        "\n",
        "手順は以下の通りです:\n",
        "- まず、選択したモデル(例: [ColPali](https://huggingface.co/vidore/colpali))をダウンロードします。\n",
        "- 次に、PDFのインデックスを作成します\n",
        "- 選択したクエリでインデックスを検索します\n",
        "- 検索結果のトップを、クエリとともにClaudeに渡します。\n",
        "\n",
        "学術論文と財務報告書を使って、その仕組みを説明します。それでは始めましょう!\n",
        "\n",
        "*注意:このノートブックは、Claude Sonnet 3.5トークンを少量消費し、約0.01ドルの費用がかかります。*\n",
        "\n",
        "**訳注**: 自分がColaboratoryで試した限り、CPUランタイムだと非常に遅いようなので、**T4ランタイムを使用**するように変更しています。ご留意ください。\n"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "c0518e52-b011-4421-87ca-32e17e7b2761",
      "metadata": {
        "id": "c0518e52-b011-4421-87ca-32e17e7b2761"
      },
      "source": [
        "### セットアップ\n",
        "\n",
        "まず、byaldiとclaudetteをインストールする必要があります:"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "4a5dbab7",
      "metadata": {
        "id": "4a5dbab7",
        "outputId": "177ad0ae-f9af-49c9-82b6-3b1f4b163333",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "  Preparing metadata (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
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            "\u001b[?25h  Preparing metadata (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
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            "\u001b[2K   \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m58.3/58.3 kB\u001b[0m \u001b[31m5.0 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25h  Building wheel for gputil (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "  Building wheel for html2text (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "\u001b[31mERROR: 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",
            "cudf-cu12 24.4.1 requires pyarrow<15.0.0a0,>=14.0.1, but you have pyarrow 17.0.0 which is incompatible.\n",
            "ibis-framework 8.0.0 requires pyarrow<16,>=2, but you have pyarrow 17.0.0 which is incompatible.\u001b[0m\u001b[31m\n",
            "\u001b[0m"
          ]
        }
      ],
      "source": [
        "!pip install -q byaldi claudette"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "fca57320",
      "metadata": {
        "id": "fca57320"
      },
      "source": [
        "しかし、もうひとつ問題があります。PDFを扱うには、画像に変換できる必要があります。そのために、私たちは `pdf2images` ライブラリを使用します。このライブラリは、内部的には `poppler` に依存しています。ありがたいことに、インストールは非常に簡単ですが、お使いのシステムによって異なります。\n",
        "\n",
        "- **MacOS**: `brew install poppler`\n",
        "- **Linux**: `sudo apt-get install poppler-utils`\n",
        "- **Windows**: [Poppler-Windows](https://github.com/oschwartz10612/poppler-windows/) の指示に従ってください(申し訳ありませんが、ワンライナーはありません)。\n",
        "\n",
        "さらに高速化したい場合は、byaldi セットアップ手順 [こちら](https://github.com/AnswerDotAI/byaldi/) に従って、flash attentionをお勧めします。"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "!apt-get -qq update\n",
        "!apt-get -q install -y poppler-utils\n",
        "!pip install -q flash-attn"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "5qQAo_B7Fq1X",
        "outputId": "6a167df1-7462-4f11-f82f-6b863d806dc9"
      },
      "id": "5qQAo_B7Fq1X",
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "W: Skipping acquire of configured file 'main/source/Sources' as repository 'https://r2u.stat.illinois.edu/ubuntu jammy InRelease' does not seem to provide it (sources.list entry misspelt?)\n",
            "Reading package lists...\n",
            "Building dependency tree...\n",
            "Reading state information...\n",
            "The following NEW packages will be installed:\n",
            "  poppler-utils\n",
            "0 upgraded, 1 newly installed, 0 to remove and 51 not upgraded.\n",
            "Need to get 186 kB of archives.\n",
            "After this operation, 696 kB of additional disk space will be used.\n",
            "Get:1 http://archive.ubuntu.com/ubuntu jammy-updates/main amd64 poppler-utils amd64 22.02.0-2ubuntu0.5 [186 kB]\n",
            "Fetched 186 kB in 2s (121 kB/s)\n",
            "Selecting previously unselected package poppler-utils.\n",
            "(Reading database ... 123597 files and directories currently installed.)\n",
            "Preparing to unpack .../poppler-utils_22.02.0-2ubuntu0.5_amd64.deb ...\n",
            "Unpacking poppler-utils (22.02.0-2ubuntu0.5) ...\n",
            "Setting up poppler-utils (22.02.0-2ubuntu0.5) ...\n",
            "Processing triggers for man-db (2.10.2-1) ...\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m2.6/2.6 MB\u001b[0m \u001b[31m26.0 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25h  Preparing metadata (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "  Building wheel for flash-attn (setup.py) ... \u001b[?25l\u001b[?25hdone\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "これで準備完了です! 次のステップでは、必要なものをすべてインポートし、環境変数を設定します。"
      ],
      "metadata": {
        "id": "qNOtncOOFuk2"
      },
      "id": "qNOtncOOFuk2"
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "1ab91a5b-8a54-473e-a316-e15f02aaedfa",
      "metadata": {
        "id": "1ab91a5b-8a54-473e-a316-e15f02aaedfa"
      },
      "outputs": [],
      "source": [
        "import base64\n",
        "import os\n",
        "from google.colab import userdata\n",
        "\n",
        "# 訳注: Colabratoryを利用する場合は、事前にシークレットに登録しておいてください。\n",
        "os.environ[\"HF_TOKEN\"] = userdata.get('HF_TOKEN') # ColPaliモデルのダウンロードに必要\n",
        "os.environ[\"ANTHROPIC_API_KEY\"] = userdata.get('ANTHROPIC_API_KEY')\n",
        "#os.environ[\"HF_TOKEN\"] = \"YOUR_HF_TOKEN\"\n",
        "#os.environ[\"ANTHROPIC_API_KEY\"] = \"YOUR_ANTHROPIC_API_KEY\"\n",
        "\n",
        "from byaldi import RAGMultiModalModel\n",
        "from claudette import *"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "110d10d5",
      "metadata": {
        "id": "110d10d5"
      },
      "source": [
        "定型的な部分はすべて終わったので、実際にモデルを読み込んでみましょう。とても簡単で、1回の呼び出しでうまくいきます(verbose=1を渡していることに注目してください。これは、インデックス作成時にモデルがかなりうるさくなることを意味します)。"
      ]
    },
    {
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          ],
          "base_uri": "https://localhost:8080/",
          "height": 543
        }
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Verbosity is set to 1 (active). Pass verbose=0 to make quieter.\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
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            ],
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              "model_id": "95a5ed24831448f8a5554040c91e26f7"
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          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
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            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
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              "model_id": "18a17ed176274ecf9d74cefa92466af1"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "/usr/local/lib/python3.10/dist-packages/transformers/models/paligemma/configuration_paligemma.py:137: FutureWarning: The `vocab_size` attribute is deprecated and will be removed in v4.44, Please use `text_config.vocab_size` instead.\n",
            "  warnings.warn(\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "model.safetensors.index.json:   0%|          | 0.00/66.3k [00:00<?, ?B/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
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        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Downloading shards:   0%|          | 0/2 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
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              "version_minor": 0,
              "model_id": "ff4e04e91b5e445d91fd1897b733bd42"
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          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
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            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "7f08650501bd449589964772d4754995"
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          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
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            ],
            "application/vnd.jupyter.widget-view+json": {
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              "model_id": "e5a4c6e0e05d4d0bbb631046d79cf968"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "`config.hidden_act` is ignored, you should use `config.hidden_activation` instead.\n",
            "Gemma's activation function will be set to `gelu_pytorch_tanh`. Please, use\n",
            "`config.hidden_activation` if you want to override this behaviour.\n",
            "See https://github.com/huggingface/transformers/pull/29402 for more details.\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Loading checkpoint shards:   0%|          | 0/2 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "83b2a462e00c44a7b9d9c470f4e763c7"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
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            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
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              "model_id": "848603a38ad94a84bf85e48d3127d051"
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          "metadata": {}
        },
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            "application/vnd.jupyter.widget-view+json": {
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          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
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            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
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              "model_id": "e4c056049ef146ffa763eb6abe9d2329"
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          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
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            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "b7f5e15ce7c047d0bba27678d9719a63"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
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            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
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              "model_id": "747e41a8a8434828882d266554912f99"
            }
          },
          "metadata": {}
        }
      ],
      "source": [
        "RAG = RAGMultiModalModel.from_pretrained(\"vidore/colpali-v1.2\", verbose=1)"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "858e990a",
      "metadata": {
        "id": "858e990a"
      },
      "source": [
        "そして、ColPali-v1.2がロードされ、ドキュメントに関する質問をサポートする準備が整いました。しかし、実際にはどのように見えるのでしょうか?Claude Sonnet 3.5とByaldiを簡単に使用して、入力ドキュメントを事前処理することなくユーザーの問い合わせに回答する方法を見てみましょう。"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "dfe9ded4-d8d3-4eed-929e-e3aee3a9861d",
      "metadata": {
        "id": "dfe9ded4-d8d3-4eed-929e-e3aee3a9861d"
      },
      "source": [
        "### ビジョンは「Attention Is All You Need」を問うのに必要なものですか?\n",
        "\n",
        "私たちの学術論文では、画期的な論文である「Attention Is All You Need」から始めるのが妥当でしょう。(https://arxiv.org/pdf/1706.03762)\n",
        "\n",
        "具体的には、「TransformerベースモデルのBLEUスコアは?」という質問をします。この質問に対する答えは、8ページの表2に記載されています。画像の理解なしにこの質問に答えるのはかなり厄介です。なぜなら、LLMに渡すことができるように、データ抽出モデルで表を解析する必要があり、表の解析はすぐに厄介になる可能性があるからです。\n",
        "\n",
        "具体的には、検索モデルに発見してほしいのはこの部分です。\n",
        "\n",
        "<img src=\"https://github.com/AnswerDotAI/byaldi/blob/main/examples/docs/attention_table.png?raw=1\" alt=\"A table from the Attention is All You Need paper, showing the BLEU score on various translation tasks for the proposed Transformer architecture compared to previous approaches. There is a red box highlighting the line with the BLEU score we are interested in\" width=\"768\" height=\"512\">\n",
        "\n",
        "\n",
        "#### Byaldi を使用して関連するコンテキストを取得\n",
        "\n",
        "まず最初に、後で使用するクエリを簡単に定義しておきましょう:"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "4a09ea18-d6a1-4e80-8a34-09688f5fac94",
      "metadata": {
        "id": "4a09ea18-d6a1-4e80-8a34-09688f5fac94"
      },
      "outputs": [],
      "source": [
        "query = \"TransformerのベースモデルのBLEUスコアはいくつですか?\""
      ]
    },
    {
      "cell_type": "markdown",
      "id": "21e2cb2f-2251-48e1-bd1f-934d9dc025da",
      "metadata": {
        "id": "21e2cb2f-2251-48e1-bd1f-934d9dc025da"
      },
      "source": [
        "では、論文を `wget` して、それを `RAG` モデルに読み込ませてインデックスを作成しましょう。このノートブックをリポジトリからクローンした場合は、すでに `docs` フォルダに入っているので、この手順はスキップできます。\n",
        "\n",
        "**訳注**: 後半も別のPDFを使うため、レポジトリをクローンしたほうが早いです。"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "#!wget https://arxiv.org/pdf/1706.03762\n",
        "#!mkdir docs\n",
        "#!mv 1706.03762 docs/attention.pdf\n",
        "\n",
        "!git clone https://github.com/AnswerDotAI/byaldi byaldi_repo\n",
        "!mkdir -p docs\n",
        "!cp byaldi_repo/examples/docs/{attention,financial_report}.pdf docs"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "EUcWywUGLARl",
        "outputId": "4692dcc3-c0d2-4aaa-bcd3-09e7b508e5b1"
      },
      "id": "EUcWywUGLARl",
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Cloning into 'byaldi_repo'...\n",
            "remote: Enumerating objects: 203, done.\u001b[K\n",
            "remote: Counting objects: 100% (57/57), done.\u001b[K\n",
            "remote: Compressing objects: 100% (41/41), done.\u001b[K\n",
            "remote: Total 203 (delta 22), reused 30 (delta 13), pack-reused 146 (from 1)\u001b[K\n",
            "Receiving objects: 100% (203/203), 1.98 MiB | 8.54 MiB/s, done.\n",
            "Resolving deltas: 100% (98/98), done.\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "id": "340e14ca",
      "metadata": {
        "id": "340e14ca"
      },
      "source": [
        "これが、私たちの文書前処理のすべてです。ダウンロードするだけです! これから、インデックス作成のためにモデルに渡します。この場合、「インデックス作成」とは、メモリ内に保存し、後で再利用するためにディスクにも保存する文書の表現を作成することを意味します:"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "014e932d-b9b2-4dd0-ae1d-1355db06eca5",
      "metadata": {
        "id": "014e932d-b9b2-4dd0-ae1d-1355db06eca5",
        "outputId": "910dacb4-e649-4bfc-d751-0947dbb20c9e",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Added page 1 of document 0 to index.\n",
            "Added page 2 of document 0 to index.\n",
            "Added page 3 of document 0 to index.\n",
            "Added page 4 of document 0 to index.\n",
            "Added page 5 of document 0 to index.\n",
            "Added page 6 of document 0 to index.\n",
            "Added page 7 of document 0 to index.\n",
            "Added page 8 of document 0 to index.\n",
            "Added page 9 of document 0 to index.\n",
            "Added page 10 of document 0 to index.\n",
            "Added page 11 of document 0 to index.\n",
            "Added page 12 of document 0 to index.\n",
            "Added page 13 of document 0 to index.\n",
            "Added page 14 of document 0 to index.\n",
            "Added page 15 of document 0 to index.\n",
            "Index exported to .byaldi/attention\n",
            "Index exported to .byaldi/attention\n"
          ]
        },
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "{0: 'docs/attention.pdf'}"
            ]
          },
          "metadata": {},
          "execution_count": 7
        }
      ],
      "source": [
        "RAG.index(\n",
        "    input_path=\"./docs/attention.pdf\",\n",
        "    index_name=\"attention\",\n",
        "    store_collection_with_index=True,\n",
        "    overwrite=True\n",
        ")"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "6e8dd3ea-bc81-4f48-b3fc-4ae4cf4303ee",
      "metadata": {
        "id": "6e8dd3ea-bc81-4f48-b3fc-4ae4cf4303ee"
      },
      "source": [
        "モデルはドキュメントの処理を完了しました。ページに分割されています(情報単位をより小さくしたい場合は、この処理ステップを自分で行う必要があります)。\n",
        "\n",
        "インデックスが作成されたので、クエリを実行してみましょう。これは `search()` メソッドで実行でき、テキストクエリに一致するコンテンツを含む最初の `k` ページが返されます。"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "30d6488c-ba09-4d0c-ae70-409c08d0f866",
      "metadata": {
        "scrolled": true,
        "id": "30d6488c-ba09-4d0c-ae70-409c08d0f866",
        "outputId": "e38ec630-b69b-407f-cea6-0c984f7ec115",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "[{'doc_id': 0, 'page_num': 8, 'score': 18.0, 'metadata': {}, 'base64': 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r3r37wIEDJ06cyLwM3759e/jwYWRkpIKCQu/evWfNmoXPJSIpKen27dtGRkbjxo3Lz88/e/ZsUFCQgoLCggUL8JnJ4XAePHjw9OnTwsLC3r17r169mmcJ8fHxXl5eM2fO1NXV9fHxefz4cXl5eb9+/aZOnVqnrltv3rwJCgoKDw/v0KGDqanpyJEjybyNpaWlZ8+epWfu2bMn2Q/nzp0rKSlBCMnKytJbplRVVd24cSM4ODgzM9PY2Hjs2LEWFhb8601LS7t8+XJERIS8vPzw4cPJ1BkNFBkZefv27dTUVA6HY2xsbGtrK6TfaEBAwI0bN7KysszMzGxsbIyNjfnz5OXlXb9+PSIioqKiwtzcfMqUKQ3sX5mXl3f+/PmkpCRZWVkdHR1tbe1evXqRfU5R1NevX2/evLl69WpNTc3Y2NgLFy4kJiZqaWk5Ozvj37vCwkJvb++PHz+yWKxRo0bZ29vzr4XNZj958iQ8PDw2NrZ79+6mpqbjxo0T2AW11pxfvnyxs7PDl8/p06fbt28vLi5On0cLKykpuXTp0qdPn0RFRQcOHLh48WKe+i0/P//evXsSEhL0VkJ1rSuqqqrwBAuFhYVGRkZ9+vSxsrIiP0ZMZGVlvXz5MiwsLDMz09DQ0Nzc3Nraml7UM2fOlJWVBQQEIITS0tLIHE2zZs2idwKlO3HiRFVVFfln7969hw4dij+fPHkSv0gTExMjt0M5OTleXl7x8fGFhYU6OjojRowYPHiw8GJ/+fLlw4cP+LOBgQGOp4SEhLx7947kWbt2Lc8ea/Sz998oKSkpMTGxXbt2/L1Q1dTUEEJBQUEURbWeZmgcDufFixeDBw9etmwZPf3Tp0+4EaKdnV29fx/rgb9FpBCqqqoCx2QIDAy8du1aenp69+7d58+fr6+vz5Ph8+fPN2/edHV15ekl/eTJk5cvX7LZbHV1dTMzM3FxcWtr63psBQCgkbXskIEAAIynhd2mTZuYfOvLly/y8vKSkpLJyckURXE4nI0bN+Il6Ojo/Pz5k+T8/PkzWbi6urqFhcXOnTunTp1KEnlmNigoKBg3bhxCyMzMrLy8nMvl/vHHHwihsWPHVldX4zw4ooExmaADD1RMJy8vv337djIzL11CQgI9WOnp6SknJ2dubk4fW8TLy8vd3V1eXt7c3JyM1CYtLc0z+dqTJ0/wiEV79uyhKKqysrJ3794IoYEDB/748aOuOb9+/XrgwAGyOgkJiQMHDhw4cODp06c4Az3kt2nTJnV1dT09PTKFJUJo3759OCeezJekd+vWjZQkICCA3NGKiYl5enrKyMiYmpqSmKOkpGR8fDzJHxYWhp/61NTU8HGnhwvFxMTExMTS09NrPUb1RqYlET6K9ooVK3A2PO4+m82eN28eTklJScF5CgoK7ty5gx/qtm3bhhMfPnw4ZcoUfHO5bdu2ixcvkv1z5cqVw4cPk7OLFCA+Pn769On48dLCwiI6OlpHR6d79+7KysoIIRERkWvXrvEU7/Hjx8rKykeOHElPT79//z4+arKyskZGRqampkKGr/bz88PtFhFC9vb2bm5ubm5umZmZJ0+eHDJkCN6WV69e4fEZ8dqzsrIoivr69auKioqDg0NSUlJ1dfXVq1cRQpMnTy4vL8dL9vf3d3R0xAeXfpWdOnWKBEcePny4bds2OTk5XV1dfIYYGRmRyfIELqGystLJyUlRUREvISMjw8bGRkVFhcQylixZwrONbDZ78uTJpqamISEhMTEx5MB17drV1NTU1NSU1AwM5eXl9evXDy/Ew8MDz06TkZFBhu90cXEpLS0l+UNCQiQlJSdPnlxRUYFT0tLSbGxsli9ffvfu3cuXL5uamiKEbG1tCwsLa117RUWFs7OzjY2Nl5fXrVu3pkyZghAyMDCIjo7GGTw8PEjw6+TJk1evXu3UqVPv3r27deuGryk/P7+EhAQLC4uuXbv2798fx/iGDBlCVrFv3z5cgSCEnj59OnLkSBEREdJ4WUVFhWeKajKNEs+I8unp6dbW1hYWFq9fv05NTfXy8urRo4e0tPShQ4fIlD4xMTG4YAihJ0+e0L9eWlpqbW2toqJCX6y/v7+lpaWrq+uDBw+OHTvWsWNHUVHRnTt38uylhw8fKigo7NixIzo6Ojo6esWKFYaGhngtTCboELhFHA5n4cKFHTp0ePz4MZvNzsjIGDhwoLy8/MuXL+nfxTt/9erV9CmPEELi4uL8V+KFCxcsLS3Pnj17//59FxcXcXHxDh068MzgWdPuFSgsLExJSen69etcLpfNZm/btg0hRBa4ceNGEqgNCQnZtGmTsrJy//798YN9586dc3Nznz17pq6ubmRkZGZmhiurHTt28KwFv/eyt7f/+vVrfHz80aNHZWRkunTpwnMEGea8du3akiVLcKl2797t5uZGpktyc3NDCCkrK8fGxvbo0aNz5866uro459SpU+lLGD9+PD5FydQo9agrEhISjIyMZs+enZycHBAQgN++iImJ6ejomJqaOjo61rr/L1++rKSktH///vj4+MDAwJUrVyKE+vfvT5/C6/z5825uboMGDcK1kNs/cNUqUF5eHnkVdODAAXqVlZ2dbWxsrK6uTmqACxcuSEhIHDt27NevX6WlpStWrGCxWPv37+dZ5siRI9H/TtAREhKCf6rIllZVVX3//n3MmDF41TxVJZOzV7jKysoLFy7Mnz/fwsJCR0dn4cKFzL/beuBmfZ07d+b/E5nC7vfv38wXiH/r6zdBR0pKCv9svDz+/PPPGTNm0H+kMDIky5MnT06dOjVp0qTevXvPnDnTzc2N/HhhZBX4LGrgBB38BE7QwQ/fbJ88eXLr1q0SEhKmpqb4zauMjMyXL19wnuTkZBcXF/LanmcCnHnz5g0dOjQ7O5uiqNDQ0J49e5qZmTXutgAA6geCfQC0CvUL9llZWZEnSZxC7+K6ePFikpMe7FNSUiI3TPSGHufOnSP58b01QujEiRM45fnz5zjl7NmzOKWuwb7Pnz9LSEggPnJycps3by4pKeHJj2/isQEDBiQlJVEU9fHjR5KooKBgY2OTm5tLUdTff/9N0lesWEEWEhsbi8M9srKyJPxBRn7p168feVpmnpOiKPLmmX82XnqwT1lZ+e3btxRFZWZmkq/IyclxuVycmd7flh7so/65T0UIsVis8ePH4808ceIEyU8escrKyki3F5KYn5+PnzDFxcXx+/AmxTDYd/78eZxt5MiROIWcVyTYh+HIBQn2JScnv3z5EkeyRo0atWbNmqSkpHnz5mloaHz9+jUxMZE066AXoKqqCrdvUlFRGT16dExMDEVRFRUV48ePRwhpamqSA4FX0b59++HDh5MUMur2rl27Xr9+LfyZgVzCN27cwCkcDichIWHv3r04fdKkSRcvXgwLC7OysjI3N6+srORyuXhik8DAQLKc/v37I4Ru3ryJ/5mamhoVFYXfrvNcZV++fMFLNjAwOHr0KD5pP3z4gI/7xYsXa10CiQhbWVk9e/YMJ7q6uiKERERE6NFkiqJwE6H379+TrcNF1dbWfv369evXr+k7k6G3b9/iArx584YkZmVl4YqC7ASMzWaLi4uTR/GioiI9PT0SOqcoKjc3Fz+iLF++vNZVz549e/To0fQUvDlGRkbkUfznz5+4gaSWltbWrVvxQ11lZSVu3WNsbGxmZhYaGoozR0RE4Kgu2UVpaWk4yIIQ0tHRuXDhQmlpaXFxsaenJ65qlJSU6HFJgdGowsJCdXV1LS2tsrIykpiamoofutauXUsScbtgRPs5IPr06ePm5kb+GRoaKicn5+/vT1LwYzZC6NatW/QFslgs+hcpilq0aBHOWe9gH26EaG1tzbN2MqEqhoN93bp1mzlzZkRERG5u7t27d0mIjR4KuXDhgqqqKj0KgCeflZKSor/OqVOwr1+/flZWVvSU0aNH03fO06dP8dLMzMw8PT3xyZ+VlYWDYsOGDRs+fHheXh7OjH+e5OTk6D9zgYGBoqKiM2bMoK/l1atX+OSnbyDznKQ6xU/dBD4PZWVlhw8f/unTJ5x47NgxnDkkJASnxMfH+/r64sXyzIPMvK7AL8nk5ORIECQ3Nxe/pfvjjz9ev3799evXmnY7dvjwYUS708B2796NEGrfvn1aWho93cnJCSFkaWkpfJlEaGgoriEPHDjA86eBAweSu6CYmBgWiyUtLU3+WlZWJioqKioqSp8olhIU7KMoCncv4AlrXr58Ge9DerCP4dkrxLt37/T19a2srD58+ECvJZpISUlJbN3x3+Dxw307NDQ0+P9EBnpmuE+wpgv2paam4pdSampq9DtnvATyotrKymrNmjX79++fOnUqvgM0MTGhv41uVcE+PT09FxcXPGtwbm4ufps4ceJEsij6BMT0YB++U6L/iH/8+FFfX79xtwUAUD8Q7AOgVahfsI9MsTdp0iSSSNq+6ejokER6sG/8+PEkPS4ujqR37twZtyeKi4sjzU/8/PxwzqioKJzSqVMn/GBT12AfRVFv3rzhn+MM09bWpr+0pyiK9K9B/xsNoXfxII8TMTExJHHw4ME4kcvlkk43/fr1I0ugdx48c+ZMnXLylEF4sO/kyZMknd63FAcuKYrC3eswnmAf7reCkSeB+Ph4kjhgwACc6OvrSxLpsQ/Sf4T+XN1EGAb7Hj9+jLOZmJjgFFJ4nmAfbnhCgn0YDnD07duXP65ERm7iKQBukqOiokJ/CiKPxPTHNtwqlv6Iy+Vyu3fvjhBycnKqdQ/wB/uw5ORknL5+/Xqer+Tl5eHwJf30xjfTLi4u9Jy4wQ7PVUYeSw4fPkxPx8+Z9Fh/TUvAY9ujf7pHYWw2Gz8Me3t7k8SSkhJcVPotvqenJ0KIxWLRGxHXFY5CLlq0iJ6I2xHb2trSE318fIYNG0b+uX37dnFxcZ5nSNxaWUxMDAfHa4KDjC9evKAnkhcG9+7dI4n4PORpu0Q6FJNIH4bb8W3fvp2kkArk6tWr9Jyk/z69MZ3AaNTy5cuRoIfAixcvIoRERERI0K26ulpbWxshNGHCBHpO/BqDBJ4oiho8eHD//v15FojnMyUXZklJSefOnVVVVUkjU55C1jvYh/tI0islUnvTL1Ic7Bs4cCD9Yv/+/TsOv+rq6uKISX5+vry8/ObNm+nr/fbtG17g6tWrhRdGoMrKSjExMXV1dXpQ5v79+1euXCH/JE2Nrl+/Tv/unDlzEEJqamr0bSEDtuJ3PxRFVVVVmZiYIISioqJ41o47z3bu3Blfa8xzUrUF+2RkZOit3qqqqvDADvSfNoqicB95nmAf87oCP/nzVDW4IbChoSFVm+TkZBkZGTU1NfLKDeNwOPgNEP0Ghqp7sI+iKDwpOU9hUlJSlJSUyFHDs8bLycnRezzgbo88wXSBwT5898IT7Ltx4wbeh+S8Yn721uTJkycsFsvW1ramdy0hISG3b98+c+ZMQ2ppuu3bt7erO/5mrfxwnda1a1f+P5GxHSIiIpgXtSmCfVwud+XKlfgtHfHnn3+SDGlpaTixX79+9JPnw4cPuH09/YViqwr20V8dURR14MABhJCqqio9kbxSot8J4LFBeKLzdnZ2jbEFAICGggk6APgXmz9/voiIiIyMzKRJk0gi6d5Y03wd9BFPevXqRe5aMjMz8aPpgwcPyLg2pP8pGRsoKyuLHiKsk+HDh0dERMycOZP/T4mJiRMnTqQHv+jovXfpn8mgIfQRykjzxri4uPfv3+PP9EF8SH83hBC+v2Ses07oY+TRPwucY4TJcgQuhH446KOokM/k4aHFcblc/IHhhCQ8cAx6xIgR/KP21DS1C+5wLSMjQx9JjQyHRA9YBwcHo/89NCwWCz+z0bPVr8xI0BjeSkpKPj4+V69epQeCKYpCCNHHrUM1bB3p000agWJ463jKLHAJpDc6fQlSUlL4qqcvISwsDI+uSN8/eNBDiqL459thDvd4unHjBhkHEyGEG9k9fvyYPnP3uXPn6C2RL168KCcnt23btjU0eMrv6upq+usNfjhad/fuXfp3STNDEhVC/+winsEuSfsyHCAjcCyAhIEQbQ+TPo/Y9OnTceSaxFAEKikpwe3g+EfKmzFjhoKCApfLPXXqFE4RFRXFAevHjx9HR0eTnF5eXpMmTSI1eUJCwvv370tLS9f8L9yeKyIiAkemTp06lZmZOXr0aJ5x1nhOtnrYvHnzkSNHSLHRP+c84jvtEUIWFhb0i11bWxtH02JjY/E23rlzp7CwMDw8nL4t586dw9+iH0rmxMXF5eXlMzIypkyZQhpfW1tbDxkyhOQhR1bgudGuXTt6hdOuXTtcG5Nz4+XLl+Hh4ZKSkvxDYuGTPDMz886dO3XKWSscRKNvAq4rSHiCbD7/d5nXFfwVKfqnrmBSkZ4+fbqsrMzY2JinGCIiIrhV6ZMnTxITE2tdjhD4hVxUVBS9o4CHh4e9vT05auPHjz99+vTTp0/JhqMaKueGaODZm5aWZm9vLy8v7+npWdNIdsHBwceOHVu2bBm9gm2IXbt2Fdfdzp07a10yDrRRgibvIon0IRdbBIvFOnHiREZGxs+fP/fs2YPf+x48eJDMQUeupgULFtBPnkGDBuH3HG/fvn3z5k2zF7x2+NUmgX+zfv78SZ8UTmDlgH8HN2zYQN7mIoT279/fVAUFANQFTNABwL/Y/v37V61aJS8vLyMjU11d/f79+3v37rHZ7DotpFOnTuRZPT4+3sTEhN6cbebMmfhhj36PlZSUREb8qauuXbt6e3uvWbNm7969jx49ot/YxcfHX7hwYc2aNcKXIPCmVmBiWFgY+Ux/JJOUlBQXF8db9O3bNw6Hwzwn/5weDDXKqNICF2JkZEQ+0+f8JY9bPXv2bPiqGwV51q3T1AQ86n0ICHILToKP6J+7WJ5ANo7I4AZTDSSw2GQWhaqqqnv37t27dw9HqUj7gnrAW0fftIYvgdzix8XFaWho4M/q6uqioqJcLpcnklUn9vb2mzdvxlOvODo6IoQoinJ3d5eVlS0tLfXy8sIVwvfv38PDw21tbfG3EhISMjIydHR0eGbjIf8UPikhbk86ePBg+sOYpaUlbhjIPxckj5oiyzhexiQWICoqOmrUKHd3d+EvTqKiovBRII24CTyIp6+vb3h4OEl0cHDYuXNnZmbmoUOH8HigFEVdu3aNPn0H3nZtbe2adh2G4yC17op6UFVVXbt2Lf78/ft3d3d3Uv3yn/b8Nd60adPw5kRHRxsZGeHNMTMzo1eDCCE8fxH/SP8Mubi4bNy48f79+/7+/q6urgsXLpSQkGCyN4ScG2VlZfQGSgihjh078m9gv379xMTEqqur8ZFlnrMe8I87k4nsa1JTXZGWllZWVkZeODGvSPH28p/wCCEyWVN4eHhD6uQhQ4YYGxtHREScPXsWL5PL5V6+fJl0ZsdbQWZd+P37t6enp7+/P/55bUjlzKOBZ++6det+/fo1Z86c/Px8cmopKyvTX4guXLjw3bt3GRkZ9DeXrRPu9iFwLmmSKHDumhbRsWPHbdu2mZmZTZgwobKy0sfHx8XFBSH0+/dvnIGn9R9CaPHixbg3emBg4IgRI5q5wHWFKweKoqqqqgSOwEPMnTt33759WVlZEyZMmDRp0pEjR7S1tVvPbScA/3EQ7APg3+fDhw9ktL5OnTpFR0efOXPm5s2b6urqZHxu5uiTheXk5CCE6K/NHRwc6GPnYfW4z46Li5OVlSUtqvr06fPgwYPIyMg///zzwYMHJNuNGzdqDfYxR49a8jyDkRAem83+8eMH85w8Lz9bg/79+48YMQK/KyaN+FJTU0ngb8KECS1WuP9Fijd8+PCWLQm/SZMmPXv2LCAgIC4ujkz2mpWVxWKx8GQ1TaS4uPjEiRNPnz5dvny5p6eng4MDbp7WqpiZmWlqaqampl66dAl3OEII5ebmcjicwYMH19Q3n4kOHTpMnTr1ypUr7u7uONh3//59hNC+fftWr17t4eGBK4QzZ87MmzePXJv4/QT1T6/nOuFyuTjoPHz48Jpm7WwGOHJUVlYmJA9poJednc1f6+IlJCQkkBQJCYl169atW7fu2rVre/bs6dKly8ePH6urq8khQ//suo4dOwrfdXjV9KhB4/L39//rr786deq0bt066p/u0kyQEeLxQcSbY2BgUI8zQQgXF5eioqJ9+/bl5eUtWbLk9OnTFy9eJNOtNBzevbhnJU8UT1RUtHPnzqmpqfjIMs/ZSkyYMGHTpk1VVVXXrl0jIzziYRbwYKnC4e2lN48lSLC14dvr5OS0ePHi27dvu7m5KSkpvXjxQltbm/8kTE5O/uuvv1JTU11cXJydnTt16lTXl6nCNeTsraioePToEUIoPj4e15zY7NmzyVTvmK+vb53maW0pOJAnMJZKEhvyW9MUxo8fP3HixAcPHpC6mtxR89ft6urqcnJyxcXF9e4c0zrJy8u/e/du/PjxiYmJDx48ePbs2YYNG7Zv3y48RAgAaB7QjReAf5nIyMgFCxbgz+Xl5XPnzjU0NDx16pSDg0NQUNDSpUvr2oKM/h4Vv4uj99NRUFDox6cePblu3LhBn0MDMzIyun///s2bN8kzPOkK0ShIEyTE97qYtGVgsViqqqrMczZi8RrRjRs3cBezhw8fvnjxIisra8uWLfhPa9euxZ1HWhxFUXfv3kUISUhI0DuetxKLFi2aN28eRVEzZszAj6aRkZHe3t47d+5sutCkr6+vjo5OSEjIq1evZs+e3WpvjsXFxe/cuYPnJ8VD83A4nK1bt2pqapLh5+oNv6L4+PEjfgQ6ePDgpk2bcJe6qKiooKAgNpvt6elJAgfon2aSaWlpPKOdMoSbI9FHwGx+OI7G3zeTjnQT5uloieHWTzzNKpcsWaKoqFhVVYWHafPy8po3bx6eOQTDu67WbcfRFoHrbaDy8vL58+ePHj167dq1586d69WrV52+Tiph/IHh5tTD3r17P3z4gJtchYeHW1pakvmaGg4f2crKSvyCjQf9yDLP2Uro6emdPXtWTEzMxcUlICAAIZSfn//XX3+NHj36zz//rPXreHuFnPCoMbZ39uzZHTp0qKiowJNmuLu704cIwI4fP66np6elpfXkyRN6D+5G1JCzF9d+LBbr3f/iifQlJCRkZmbSR0ButfChJy3j6H79+oUQkpKSInNftB5jx45FtL4veF4LVEPAGvdpqKn977+Xjo5ORESEi4uLhIREZWWlq6vrkCFD6jpeDQCgKUCwD4B/mV27dhkbGyOEKisrJ06c6OXlRVGUkZHRwYMH69e9kT4hLH7ypD99hYSENLTE/8AjXvObNm0aeYyv31BuNaF3jaEPWFNRUUFeFPfo0UNWVpZ5zkYsXiNSVlb29fXdsWNHeXn5n3/+OW/evJKSkhUrVvj7+5Npalucl5cXHrNp1apV9KGjWgkREREPD4/NmzcXFBSMGzdu4sSJhw4dev78OR58uil8//7dxsamsLDwypUr9MEWW6c+ffpERkZ27Njx8uXLAwcOnDFjhpaWVkxMDGmuW28DBgzAF+DFixf9/PwyMzNnz56toKAwZcoUhJCHh4e3t3ffvn3pT/j4gYrNZtMHCaIjMxXwExERwYvCkz/yCwgIoHeHbyL4WhDe3RhX9Qghgf00f/78Sc+DycrK4rnUz58/n5OTc+fOHXqrH/TPrvvw4YPA4BGHw8HDCOKGhPQmz41l9erVly5dcnFxqV8AghQbd8DEm1PToczMzIyMjKzrKiiKwmsZOHBgWFiYu7u7nJxcdXX1okWL6ININgTzI1uPc6DFLV68+PHjxywWa/Xq1aNGjVq2bJmzs/Pz58/pveZrgrclOTmZP1KANxY1xvbKyMjgl6bnzp3Lzs4ODAycPHkyPcP169ednZ0tLS1x38wm0pCzF9/vKSkpCf/tePfuHUJI4LWWl5d39+7dffv2+fj40O8DhTt9+nT/ujt9+nStSzYyMsKhIv7C4NdvgwcPboVhMtwgkfQG6NixI76FFthCH8cEhb/j+dfBYU0ZGZmDBw/GxMTgnhCfP3/es2dPSxcNAADdeAH4V7l169bdu3fxqB9v37599eoVTu/duze97UadkAH7jI2NcQO3fv36kb/euHHjyJEj9LFjYmJi5OTk6vGEHxcXd/fuXTs7O/4/kVsfMihPozAyMurUqRO+TaRPV0K/lcTTJjDPyYOMVcTlcut9CBouPT19/vz579+/j4mJqWtLmUYhcFBtuoSEBByDMDIyorfvIDuNZ+Bt4d0bm8iTJ09KSkrw7KX1XgjzEZ0uXLhQWlpqbGxMDyI34oBQjYvNZq9bt+7Jkyd4mtTGtWTJEicnpytXroSFhW3YsAE/0S1atOjq1avXr1//+PEjz2ODmpqaoqJifn7+3r17J02axPME+OLFi4CAANzgQiB9ff24uLjLly+vW7eOp5VQRkbG4cOHfXx8GnX7BMAD1fFE4nh07dpVR0cnLi7O29t73759PK228XgLeOZiOicnpyNHjhQXF9vZ2ZmamvJsIK5sORzOrl27+J/At2/fjudSMDAwiIiI8PX1jY+PF1il1HrJC1RSUoJnR8EzzGJ1OudxM6ipU6fiXyu8Od++fbt169a0adPoOauqqpYuXYrHLqyTysrKHTt24JEBRUREFixY0K9fPwsLi7KyspCQkDFjxtR1gfyGDBmC4xrXrl3jWSCbzc7MzJSWlsYnMPOcdC1bjSQmJl66dCk6OroeL3VGjx59+fLlysrKO3fuzJ8/n2exCCFDQ8NG+Y1bvnz50aNHExIS5s2bZ29vz9OqGjeMpZ+lqC57Ff+u1fqj1pCzt1u3bu3atau1SL6+vlpaWqTzO/Hp06c9e/bs379/woQJoaGh1tbWAQEBTPqFWFtb16OLA/8UQ/wkJSWHDx/+/PnzjIwMnhZ8P378QAi1zs7IMTEx4uLieLxXbNasWTt37nzw4MGhQ4d4MuObzEYcEEC4+tXSdXX8+PFVq1bhMTG6d+/+6NEjR0fHq1ev1m9+JABA44KWfQC0ChUVFfR/CryBe/HiBX4yxK+1v379Sv706dMn/OHevXvkuzX9zNMHnYmMjCQNJcj0iBMnTiTTg+bn5zs4OJCerV++fJk6dSpeBf1GluFN8Nq1awWOXo9fX8vIyJDOp+h/x/ymf6ZvF/ksMFFaWvrYsWP4M71ZRGhoKP7QsWNHHERgnhMjwaCysrLMzEyKosaOHYsHEqqp2AI/15SBSX6ymeXl5aNGjXr16pW0tHTjNo1kjjzGCJwX4sGDB/369SssLDQ0NHz27Bl92B3yEEJmQ0YIvX37NiMjAyHEMzsz3mSBJxvpbc3zfCVwtG+SmX7a+Pv729nZrVmzpn6RPklJSRyzwyVHfHML8hcbd1VLSkoi8eXi4mIcA+IZMh//k2fTapqCA2fmufwFLkHgzqlpCVOmTBEXF6810vfjx485c+ZYW1vjSTkZmjNnjoyMTE5OTlhYGOmGZmVlpaurW1BQkJ+fzz/a17p16xBC4eHh06ZNI0F5PB/F8uXL8V9rgv9aWlpqbW1NHz4pKCho6NCheLJOTOBOJokCj4jAipdnKszY2FhfX98JEybgyBpGDgd9pWfOnEEIpaamklc72Pfv3wMCAkaNGsUTI0AIKSsrOzs7I4Q+fvzIEy5BCBkbG+P3FmfOnHF1dSWnJZvN3rhxY2hoKB7gb+3atSwWi6KoNWvW0H+eSJVY02zvdPxblJmZiT/T24yTa5/JTBFnz56Vl5c/fvw4/qejoyOeEHbhwoV4CDMsKyvLxsZm0KBBZBpigbu3Jg8fPqRvtaGhIR67lozZWtNCcDr/nKE850a3bt02b96MEPLx8eHpt+jt7V1dXf3nn3/iGRWY50QIkY3lqYVwefhLhXc4T9XUwLoiLy9v+PDhY8aMqV/z7ZkzZ+I+sxcvXuS5lPCcs2fPnqW/V8OHiecOigktLS0bGxuE0MuXL+lDBGC4cqafpdHR0Xl5eYjvLMV7hud8wL9rnz9/JpnLy8tJCz7yu8b87OXHYrHs7OwKCgrIsRbI19dXYLO+JUuWLF++3MTEREJC4vv376GhoQyHI9TS0rKrO4Y9r1esWIEQevr0KU/6y5cvJSQkyARNCKGKioo//vhj8ODBQoa4xedPYwW82Gw2f2vTsrKyy5cv79+/n95Ge+nSpQoKCgkJCbgbOxEQEFBWVjZy5EiGvcLPnj07d+5c+tTqdUXONOFvTwXWD+TUpdcPNd1o0VunioiILF68GPFN7wsAaBkUAKAVuHLlCv3C7Nu3b1FREf5Tbm6un58f/Vk3OTmZoqiHDx/SvzJ06NCxY8caGRkpKiriFBERkZ07d757946iKDzFJ0JITk5OQUHh169feOEzZ85ECLFYrK1bt9LLExgYSI/IqKur29nZGRkZtWvX7u3btzgPHuwGExMT+/37t5AN3LlzJ85pbm6emJhI/1NAQAB+qX716lWSWF5eTm88eOXKFZxeUFBA7woUEhKC0/HckZiqqmp1dTVZFBni8M2bNzjFwcEBIdSuXTs8HXA9ctIf0bW0tIyNjZcvX47/RJ8NgyRWVVXR79pv3ryJ0798+UISRURE8Cjs+KDTGysFBATgdPrzgLKyclVVFUVRfn5+9DNBUVGxc+fOXbp06dq168CBA5csWRIVFSXk0DQcl8sl7+2XLl1aWlpaWlqanZ0dEBCwe/duPBBkhw4dtm3bVl5ezv9dHD+SlZXdvXv32bNnp0+fPm3aNPwOX1lZ+eDBgxkZGRRFVVRU4HNy8uTJ/GUg75CPHDlCT583bx5CSFpamlxQ1D9DByKE7t27RxLxmE0SEhL6+voDBw4cO3bslClTHB0d9+zZ8/XrVyb7AU+hqK2t/f79e09Pz02bNlG0S8/NzY0nPwlYDBw40MPDY9u2bYMHD8aNd9TU1Dw8PE6dOoVz4vgLHouNfB03dkAIbdu2jb5Y3CXWxMSEnihwCZ6enngJr1+/Jom5ubn4WXr16tUkkQw/pKamZmFhMXz48IkTJ86aNWvlypXu7u6lpaUkJ4mUqaqqlpWVMdlvGA5Lubq60hMPHz6MENq1axd//tLSUvJ81a5du9GjR0+ePLl79+5KSkqRkZG1rs7e3p5cdwMHDrSzs8Pto/HACFhVVRWuThctWkT/Lqn6Xr16RU/H70hMTU1JChmEtG/fvunp6Tjx58+fxsbGxsbGqamp9K+TVjy+vr709J07d4qIiKipqZGas6SkZPjw4cbGxikpKQK3rqCgQEZGRkFBQeAhCAsLI9W7urr6xIkTra2tlZSULCwsCgsLSTYnJyecZ9CgQVevXv3y5cuxY8dItLdXr15OTk70y4of/xZVVVXhkbkkJSV37dp19uzZSZMm4Sd8hNCCBQvc3NxiYmIoisKt1SwsLAoKCsgCDx8+rKKi8vz5c/pa3N3dSYskAwMDOzu7oUOHSkhILFmyhMnu5YcHgly/fj1Jqaio6N69u42NDUkhsexr167Rv4tfyElJSRUXF5PE4uJifE05OzvT14L7uw0ePJjNZuPE+Pj4Ll26TJ06tbKysh45CwoKpKWlEUITJkwIDAzcsWPHrVu3KIrCw7ayWKzc3Fz6YvFpYGdnRxLZbDaej37ChAn07WJeV9y4cQOvq3v37paWlqNGjbK1tZ07d+7GjRsfPHjA5XKF73yKor5//47b7m3YsIEkPnjwQFpa+tChQzyZ8WRlSkpK/D8utXr58iVCaOzYsfx/InElR0dHDw+PJUuW2Nra4l63/fv3v3z58v379ymK4nA4OIw1dOhQ+tfJL/Xw4cM9PDx27txpaGh49OhRnDhlyhTy08Pw7BUoNzdXRUVl8eLF9MSQkJD4+Hj8GXfD9/T05Pkil8tt166dsbGxh4dHbGxsaWkpvqtsDaZOnaqtrU2viGJjY2VkZPbu3UvPho8dQoj/lMCSkpLwvaKPjw/ztZPAVkpKCqIQ/o+iKA6H07lzZzExsYULF5KavLCwcPLkyQ4ODvxn9d27d6WkpLp165aVlYVTKisrx4wZo6ysjOs3jKwC/0CTX3yKosgsNOPGjWNefh5kRF1paens7GyBeX79+oXPwJUrV9LT9+/fj79L/z3du3cvTgwODiaJmzZtUlRU/PHjB0lxd3cXFxcnN64AgBYEwT4AWtiNGzcETm4rKSmpqanJ31BLTk6O3FjQR2KWlJRctWpVcXHxtm3bSKKjoyN+Nvj8+bOsrOy5c+eKi4tXrFjRq1evNWvW4LtkdXX1Z8+e8RcsMTHR0tKSvmoTExPyA3/y5EmeIQI7duyYkJBQ02bu3LlTU1Nz5syZampq0tLSM2fOPHLkyKFDh2bOnCkqKjp06NDAwECS+evXr2TePUxcXNzT0zM4OJhnbhA5ObkPHz54e3uTkewxQ0ND+h3VjRs3lJWVlZWVV61ahXtbDBo06Pv37wIPB5Oc4eHhZE4PFos1b968qqqq8vJyU1NTnuPl4OBQWlpKnwAEISQmJnb06NGzZ8/yDAKopKSUkJDw9OlTns2RlpZ+9OjRvXv3eBqdGRgYxMfHR0VFCe99IyIiQo9qNaKKioolS5YYGhryr1RaWrpz584WFhbLly+/fv06eUblFxMTQ5YgLS194MCB6upqGxubLl26rFy50tfXt7q6+ujRo2ZmZmSH29nZkdhZUlLSli1bSAtBeXl5Z2fnyMjItLQ0Jycn0jlrxIgR3t7eFEW5urqSOVg1NTX37dtHilFTVyMWi7Vnz55a98br16/x8EksFsvR0TEvL2/t2rWdO3fGC5GVlV26dOmDBw9I/srKSjJRiYSExPLlywsKCt6+fYufn3v06IG7mk6fPp0c32HDhp04cYKiqKtXr5Kwi4KCwvr16zMyMoKCguidOmfMmBEUFFTTErZv3072g46ODt7AW7dukcXKyMg4OzuT6MDOnTvp3fnpNDU1cftWiqLu3r1LztKgoCDm51JwcLCioiI9skNRVG5ubrt27XC0l19xcbGDgwNZHYvFmjlzZlJSEpPVcbncQ4cO4eGWMEtLSz8/P5LB09PT2tqanJZr1qwJCgr69evX1q1bSZMlTU3NnTt3FhQUvH79mrSww8V48eIFRQv2/fnnn1paWqNHj7axsVFUVHRwcCgpKSHrCg8PX7VqFZnGUUtLa9u2bfRQoK+vr6mpqby8vJ2d3eLFiw0MDNasWSM8ujFkyBDysoHf9+/fBw4cSFpIycrKbtu2jT9yd+bMGfL2SEJCYvr06YGBgSIiIkOHDj137lxeXl5NyxeyRc+fPyfpenp6OHJHXp9s374dLyEjI2PhwoUdOnSQkpLq37//1KlTdXV17ezsBD6yvnjxgrRuQwhpaGh4eHiQH8pady+P8vJyFRUVHR2dMWPGHD9+/PTp04MGDXJwcMAnJx5+ngw9oampuWPHjpycnNDQ0OXLl5OzccCAAfjR/fz58/3798eJcnJya9asiY6OJuv6+++/NTQ0OnfuvHDhwhkzZujq6uIWbfwY5ty3bx+5ft3c3NLS0pYtW0auXFNTU1wqLy8v/HICISQiIuLo6JicnLxnzx564pw5c/BbrjrVFUVFRfytTYmxY8fSX8XVpLS0dMWKFYqKioaGhitXrrS2tjYzM/v06RM9z5EjR+gTPfXr12/Hjh0RERG1LpyuV69eT58+5U9PTk4mh1hJScnNzQ33fMcp48ePLy4uPnbsGP2136xZs+ivCnbu3EleTPbv3//bt29BQUFiYmIjRow4ffo0iQFRtZ29wqWnp1tbW0+cOPHixYtubm4zZ85cvnw5iZThruj0KAzh6upKbuEGDBhQUx3b/IqKiqZOnTpo0KDg4OCSkpIXL1706NFj8+bNHA6Hnq2srGzIkCEGBgY8t50+Pj6Ghoa6urpKSkqKior4/z179jQ0NNyxY0eta68p2EdRFHnjLi0tjSfhtbOze/z4cU2LCgsL09fX79Sp0/Lly/ft22dpaTl69GjyQ4kJCfYVFxfj21381rCuTp06xTPAhbKy8pw5c3jOdk9PT3IV4xBzbGxsRkbGqlWryN2pjo6Oh4eHr6+vk5MTeSTp2bPnn3/+iavETZs2mZiYaGlpbdy40cPDw8XFRVdXl+cFOQCgpbCoZunPDwBoIpGRkd++fdPW1jY2NiaPGb6+vj9//rSwsCCt6PPy8goLC0lUMTc3NyQkJD8/X0tLq2/fvkIGm/v582dwcHBxcXGPHj2YjLpSkzdv3sjIyPTv35+iqMjIyM+fP+fk5EhLS/fq1UtHR4eMbdx0qqurP3/+/OPHD0lJSSMjIyFrZJiTzWYHBQUVFhbq6+u3eG8Fb2/vbdu2JScn15RBTU0NDxbTOnE4nPj4+JKSEnIap6WldenSpa5TSzdEZmamk5MTnuQkJyenuLi4tLS0pKSkqKjo69evz58/z8rKItNB1iQvLy86OlpLS4snvCtEQkJCdna2oaEhCUYkJiYWFBSYmJgwGc++2Zw/fz49PX327Nnp6en5+fklJSW4CWd6evq9e/cmT55MxgEoKSnJycmxsLCIi4urdY/RCRweLjY2VldXV8i3qqqqoqOjq6urdXV16zqFDkVRSUlJOTk5vXr1qsck47VKTEzErYH8/f379OkTGxtbVFSkp6cnpHeeEKWlpZGRkWJiYvr6+sJH5a+oqFBRUXn37p3wSrukpCQyMlJBQaFHjx5CRr5PSkrKy8szMTGRlJQsKysrKCggIez6KSkpiYiIkJOTIzMjlZeXBwUF9erVi+eE4XA4379/z87OlpKS0tHRET4X58+fP+Pi4jQ1NTU1NRtYdZSVlcnIyOARPMvLy/X19UnQsynk5ubGxMQoKirq6+sLH/uVSc7k5OT09HQjI6MWmbq0oqJi7dq1I0aM0NbWzszMLCwsJHVFbGzsnTt3rly5gufeYSIpKSktLU1TU7OJZhyOjY3V0dEReLZUV1dHRkZWVFSYm5uTl0ZBQUHy8vK4uXqtfv/+HRMTo6mpibsplJSUVFRU1HTtN+TsLSgoCA8Px3cs9Dpw5syZX758wWMd8ktPT/f393/x4sWVK1ecnJxIS/PWIDAw8MmTJ79+/dLQ0LCzs2O4wxuOw+Hgn92UlJRuXbvhRAr935NyaGhoXFwch8NRVVW1sLBgcn3hl3AyMjK9e/fmr0NY6P8O9MhRI1+/fn3q1CnSzBkhVFxcnJiYyP8KubUpLS2VlZWlKColJeXHjx+qqqq9evWq34SBAIBGB8E+AAD4d6usrDx8+PBdi/5lAAEAAElEQVTt27fV1dXps4hwudycnBxvb288/FBubm5ThDPahh8/fgwePPjo0aMCJ5BBCM2dO9fZ2bnZxtVubXbs2HH//v3Q0FCB8YXExERnZ2d6H/NPnz4dPnyYdJf+z6IH+xp39iHh3N3dr169ytPBH4CmVlFRMXHixF69ep08eVJghosXLxYUFAgfUhM0lk6dOllbW+N+xA4ODjhg+urVq/nz53/48IE0J3R0dBQTE8Mz5/zHCQ/2NTrhwT4AAGi4VtRqAAAAQD3s3Llz//79nTp1+vr1K39bsGnTpvXu3VtdXR0ifUIsXrw4NTVVSDgmKysLT4zzH/Tp06fdu3cvWbKkppZEcXFxePoCLCoqauPGjbdu3WquAoL/UVZWdvDgQf6JIAFoakePHn358iUeKVWguLi4ml6ogMZVVVWVl5eHh8iIiYkhTSNfvXqlp6dHGucWFRWFhoaSwd0AlpGRgf6ZwZiE5JoOk/mOAACgHiDYBwAA/254KtLKysqqqir+YF9ERARCaNWqVc1fsH8RPCXr1q1b//77b56R6dLS0lxcXFauXCmkn2PbhnfO3bt37e3tyZBeWFVV1f37969evUpCe2w2+9SpU3fu3KlTB962iszRyXC+8nqLjIzctm0bHiXz5s2bqqqqEydObNI1AsAP1xVHjx61srJSV1en/6mwsPDkyZMiIiL9+vVrodL9t4iLi69fv/7Zs2cZGRnLly8n6StXrnR2dj548GDXrl3T09PDwsIuXLggcODd/7JVq1ahoOZbXZ0mrwcAAOagGy8AAPy7/fjxw87OLjg42MjICA/eLycnhwdTe/HixevXrzdt2gTBPuEuXry4ZMkSDocjJyc3bNiwLl26iIuL//z5Mz4+XlxcfN++ffSB2P9rCgsLhwwZEh4ejhAyNjY2NzdXVFQsKirKzs4ODw+fM2fOpk2b6JN3A+L169e4Z727uzuZ7LsprFy5koyZ2K5du6CgoGYYCBUAHsHBwaNHj87PzxcTExs0aFDPnj3l5OR+/fqVlpaWmprq4uKycOHC5hyJFRQVFVVXV/OPFpebm5ubm6ukpKSqqtoiBWudKIry8fHBn6fYMR1ZsuHu3L2DEDI1NRU4Xx8AANQbBPsAAOBfj8PhBAYGvnnzBk+eICoqqqKioqKiYmFhMXLkyFY1z0Or9eXLlzNnzvj6+uJ5CTt16tS/f/+5c+fa2Ni0dNFaXllZ2YULF65fv56QkJCfny8nJ6evrz9q1KiVK1dCCz6BiouL//zzz5s3b2ZnZyOE5OXl8RSTDg4OTbG6qKioVatWff782czM7Ny5c9BOB7SUtLS006dPP3z48MePH2w2W1FR0dzcfNKkSQsWLOCZTR4AAAAATQqCfQAAAMD/h38WoflJTbhcrvAJQwEAAEFdAQAAALQoCPYBAAAAAAAAAAAAANBGwAs3AAAAAAAAAAAAAADaCAj2AQAAAAAAAAAAAADQRkCwDwAAAAAAAAAAAACANgKmaASg5RUVFb148eLOnTsw9Wej+PHjx8uXLx89erRu3bohQ4Y00VpcXV0fPXp07Nix/v37N9EqWon09PRHjx7dunXr9u3bysrKLV2cxofnMr5//35BQcH58+fr9F3mJ1tFRcWnT5+ePHmSk5Nz5cqVhhW57WOz2W/fvr17966FhcXy5ctbujig9UpISHj48OG9e/f8/f2bf+1VVVWzZs0qKSm5evVqm6weAcjOzn727NmdO3d27dplYWEhMM/Pnz8/ffrEny4qKqqiotKpUydVVVUJCQn+DM+fP6+oqOBJlJKSGjNmjMAVlZSUvHnzhmHJe/bsqa+vX15e/uLFC/6/qqio0O/fUlJSwsPDefJMmjSJ4boAAKAVgmAfAC3Mw8Nj//79379/Rwj98ccfLV2cf7fMzMydO3feunWrsLAQIbRixYomWlFVVdWePXsqKirOnTvXtoN9a9as8fT0/P37N0KIw+G0dHEa3/v3711dXV+9ekVR1MiRI5l/sU4n26VLl9zd3QMCAhBClpaWDSxzm3f9+vW//vorLCwMIaStrd3SxQGtVF5enouLy82bN8vKysTEWuaG9tOnT3fu3EEIPX782NHRsUXKAEDTcXZ2vnnzZnZ2NkJoy5YtNWWTlJQUExN79+7dkSNHcEqvXr169epVWFiYmpqalpYmJiY2efLkRYsW8fzOSktLf/r0af/+/VVVVQghJSWlLVu29O3bt6YViYmJsVismzdvent745Tu3bt3794df6YoqrS0NC8vD99Ur1+//tChQ6KiopKSkr6+vn/99Reel1JLS2vjxo3dunWjL1lKSqqwsPCvv/769u0bi8VasGDBhAkT6ry/AACgVaEAAC0tPz8fX483btxo6bK0BXFxcXh/Pn/+vOnW8ueff5qbm3/48KHpVtFK+Pj44P2ZnZ3d0mVpKpMnT0YIjRw5sq5frNPJNnPmTISQpaVlvcr438LhcFRVVRFCe/fubemygFbt1KlTCCExMbEWWXt5efmECRNGjBiRk5PTIgUAoKnh9y4IIX9//1ozW1lZ4cz0u6Pv37/Pnj0bpx88eJD/W9OmTcN/xfG4WnE4nE6dOuGvpKam8meIiopSU1NbvXo1PZG0vr99+3ZNS05KSmKxWLa2tkyKAQAArRyM2QdAy+vQoYOoqGgzr3Tz5s1cLreZV9o8NDQ0mmEtu3fvDg4OHjRoEE96dXX11q1bm6EATeThw4cfP36kp3Ts2LGlCtNscFypHup0sjXPmdlSGrdKERERgU6RgIl6X7zCMTyfJSUlHz58+Pr1axUVlaYoBgAtrk6XmKamJv4gLS1NErW1ta9evTp+/HiE0MaNG319fXm+paWlxfNBOBEREbKi9u3b82cwMDDYuXMnbi1IdOnSBX8Q8luspaXVuXPnfv36MSkGAAC0chDsA6BVYLFYzbk6Hx8f/HK1OVfabEREWrJmW7du3fv371uwAA2RlJTk6OhYXl5OT2zmk7NF1Hsb63SyteyZ2aSaokr5L5x4oOGa4jxp2z+RANRJnS4xcXHxmhayZMkS/Pn169c1faumrzNfEWFjY9O7d2+BXxHe619BQaFdu3YMiwEAAK1Zm33wAADUJDo62tHRER5jmsLVq1dPnDjR0qWop5KSEltbWzw8HwDMQZUC2hI4nwFoCj179sQf4uPjm2F16urq8+fPr8cXxcXFW2oMUAAAaFxQlwHQ6rx69er27du/fv0yMDBYtWoV6cvm5uZGZkhYtWqVuLg4m80+ffo0+aKdnR19vOHAwMDbt28fPnw4Kyvr4MGDxcXF69evLywstLW1LS4uRggdOXJEVFS0Y8eO9vb2+CuZmZkXLlxIS0uTl5fX19dXUVEZOnSonJyckNKy2ez79+//+vXLyckpJibGw8MjKSlJX19/woQJAodYfvjwob+/f3Jysr6+/qhRo3i6wVZXVz9+/Dg1NXXVqlXBwcEnTpxQVVXdunWrvLw8RVG+vr5Pnz49dOhQXl6eu7t7cHBwp06dhg0bZmtry3z31lSA79+/P3jwgJ5z7NixFEWRSdxERETWrFlD3/DHjx9nZGQ4OzvjFHd392XLliGE0tPT8RjV5ubm1dXVERER5FssFmv58uVSUlIIoTdv3pChcBYuXCgvL898K9LS0ry8vBITE8vKygwNDSdOnGhoaMiT5+vXr7du3SooKFBRUTEzM5OWlsadaATKysqys7PDRb116xYumJOTk6SkJD1bVVWVl5fXmzdvuFxu//79ly1bxn9PnJGRcfPmzfDwcAkJid69e8+aNUtgLxse8fHxN2/eHDp0qJWVVWpq6pkzZ2JiYjQ1NVevXo2naPj9+/fVq1cDAwMlJCQmT54scI68lJSUV69ehYaGFhQUmJmZDRgwYODAgQJX5+fnd/v27czMTG1t7YULFwopmPAztrEw2WlBQUE+Pj6pqamSkpImJiYzZ87k6WFdWFh4/fp1DQ2N8ePH37x508fHZ8CAAatXr0YIFRUVPXjwIDMzc+PGjb9//z59+nRwcHC3bt0WLVqkp6fHs6K7d+++e/euqqqqa9euvXv3lpaWHjx4cE0l//z5s5AqBa/66dOnISEhycnJenp65ubmNjY2dX2UevHihY+PT1FRkaWlpZ2dHemNRVePI1VeXv7s2bMvX77s37+foqg7d+7cv3+/qqpqzJgx8+fPx+1Z/P39b926lZGRoa+vv3r1av7OxVwu9/nz58HBwVFRUerq6mZmZuPGjVNSUuLJlpKScunSJUdHx86dO7u5uYWFhdnb21tbW+O/stnsa9euhYaG/v7929zc3NbWVvjMJHfv3k1JScGfbW1t8fj0ly9f/vXrF07s27cvGTwLIZSWlnbr1q3u3bvb2trGxcWdOXMmLS3N2NjY2dmZp+YpLy+/cOFCZGSkhIREz549DQwM1NXV9fT0MjMzr1+/jvOoqqrOmTMHIRQfH//o0SPyXWdnZzIkhZDKHGeoX0Uh3M+fP93d3cPCwrp06TJ8+HAyuz3z3VXr+Sxwpbdv3+7atStZHUIoLy/v7t27oqKiCxcuLC0tPX/+vL+/f7t27ebNmzd06FC8f3x8fJ4/f15aWjpw4MAVK1bwjOYRHR3t6em5atUqFRUVXOuKiooOGjRo1qxZsrKy9JwCf+vJdS38/AwKCvLz8yOLkpCQWLlyJf787Nmz6Oho/Hnu3Lmkn3KtB66mU0jIPsTlfPjwoZ+fX1ZWlqqqqrm5+ezZswVWFC9evPjw4UNsbKyamtrQoUNtbW35B0KJiIh4+vRpWFiYrKysubm5vb09vpNp3NO4gWUuLS09e/YsPVvv3r3x6UG/u9PX1ycVhUAlJSXXrl0LCwv7/fu3trb2kCFDRo8ezZMnJCTk5s2b8+fP19HRefPmjZeXV0VFxZAhQxYtWsTf5Pz379+XL1/+8uWLhISElZXVuHHjhKydOTxpBkJIV1e3URYoxPLly+m3x02EyT1zdnb23bt3Q0JCysvLdXV17e3tu3btyrMcJr+SLVKjAgD+9VpqsEAAAB3+Ub927drChQulpaVNTU1xkEVDQ6OgoADnKSsrwzemCKGSkhKcmJubu3//fpyIpwjIycnZtm1br169EEIKCgrp6ekkAjhz5sxr164tWLAA//PIkSNubm7Xrl3Di/r06ZOSktKTJ08oiiosLHRwcEAIJSUl1VTm4ODg2bNn49uaGTNmnD59WlxcnMSGREVFjx07Rs+flJQ0atSo9evX37t37+zZs127dmWxWBs2bOD8P/buOi6q7P8f+Bk6RUUEFEVRJETaFgtbEYvVVdcu7NgVuzuxFRUQW9dmDexOFEEUJRSRRko65v7+ON89v/uZGYahxM98Xs+HDx8zhzP3nnvvmRvvOVFczHFcUFDQ5MmT6YP0gAEDbt26RSNihJAtW7bMnj2bPt4bGBg8fvxYX1+fH4QaPnx4Xl4eWxHrhSoyZ4L0AnAc9/HjR0dHR/pZHx8fmrh582ZCyIIFC9j0FI8ePWJPDv369WMr9fT0pMM/N27c2NPT09PT8/79+7m5uQsXLqTLHDx4ML+cxcXFdOEXL16UuaZwHMd5enqqqqp6e3tnZmampqb2799fXV39/Pnz/Dw7duwwNTUNCwvjOC4yMtLR0bFhw4ZSlnn//n1Wkdzd3Wn58/Pz6fbS9JCQkFatWtWpU6d58+Y0DuLi4iKynJ07dzo5OR0+fPj8+fO0pjVp0iQoKEjKqr29vW1tbekqTp486enpqaen17p1axrJ0tfXT0hIuHr1qqGhoY2NjbW1Nc3p7e3NX4hQKNy1a1ft2rV3794dFRV1584dOrf18OHDv3//zs9ZVFQ0b968evXqnTlzJiYm5saNGw4ODjSwIjJBR6kVhiu5skm0YMECImmCjlJ3WmFh4e+//25oaHjnzp3CwsKwsLCmTZs2atSIHl+O4y5dujRw4ED6lfH09Fy7di37dgQEBLi5uamoqBBCevXq9fTpUyMjIzMzM1qBtbS0goOD+YUZMmSIi4tLamqqUCi8c+dOnTp1Ro0aJWWjpJxSOI67fft2w4YNZ8yYERwcHBwcvHDhQoFA4ODg8O7du1J3F41fr1y5ctiwYfz7Fl1d3Tt37vBzynKkRHz79m3MmDEaGhqEEHNz86ioqA4dOpiYmDg6OtK6vXz58uzs7GHDhunq6rZv375WrVqEEDMzs9zcXJFVOzk5de3a9eHDh1FRUfv27atZs6a+vv6FCxdohqKioh07dnTo0IEu9uXLl7169aIbYmhoyPZS69att27deunSpVWrVmloaGhpaZ08eVLKzikuLt6zZw9djr+/P03MzMy8fv06PdYLFiygidevX2dxzw0bNnh5eeno6FhYWNAebSJblJqaampqSse6Kigo2LNnj0AgYN+1+Pj45s2bE0IcHR1ZMb58+TJ48GC6fHp+k3IyP3DgAP1gOU4UJaGT4SopKT18+JAeJmbEiBF062TfXdLrs4hjx4717NmTBoa2bNlCEx88eNC7d2+aOGXKlFu3bjVu3NjGxoY2a1JUVLx161Z4eLidnV3jxo3btGlDC8D/lq1du5adEu/du+fg4KCkpMQiMra2tnRGAunXerqoUuunUCg8fPgw/ZS1tXVqaiorRm5u7tSpUxUUFPgXl1IPnPQqVJL4+PgWLVp07tw5JCSkuLiYHpdu3bqxWx22Od26dRswYEBAQMDHjx8nTZpECLG3t09JSWF5srKypk+f3qJFi7Nnz4aHh9Nomq6u7suXL9m6KqUaV0qZQ0ND2U8XrITU9+/f69ev36VLF3YTKBGt9jNnzvz27VtBQcGqVasIIR4eHizDrl272EB4Dx8+nDx5cq1atZo2bUpTRo8eLbLAoKAgY2PjiRMnBgYGRkRELFq0qEWLFjSzLBN0sDmpX716xU8vLCxs27YtIaRGjRrR0dEin1qyZAn9lOy3Q+y0Jr5/8vLy6tSpI3vZRNja2u7fv7/UAshyz7x79+6GDRvu2bPn/fv3d+7c0dHRUVJS8vLy4ucp9Sr5k8+oACBPEOwD+CXQYJ+lpeXmzZvpjeb79+/pgyh/5jLW9Ix/N5menk4TabghIyPj48eP9HlSW1t77NixwcHBhw4dMjQ03LVrF8dxFy9epPmLior4ZbC2tu7fvz97m5+fz6JFEtEV0acLAwODkSNHRkVFFRcXv3jxgv1s++DBA5o5NTW1SZMme/fuZR9/8+YNffqlYbX4+PjXr1/TEZdbtmw5bty4z58/z507t169evfv34+OjqbN99TV1Z2dnZ88eSIUCiMjI9nd+apVq9iSJcZfSi0A9fXr15o1axJCpk+fTlN69eq1cOFC/obHxMQEBwfT8BAL9lG0lV+HDh34iUVFRXQvubq6iuzDpUuX9u3bt6Q9LNHr168JIQ0aNGApISEhNEUoFNKUxMREZWXlbdu2sTyfPn3if0QiVpFu3brFT2fBvvbt2/v7+9O1HDlyhCY+f/6c5dyxY0ejRo1ycnJYCj1qTZs2LSgokLLq2NhY+sTbrFmzrVu3FhYWchyXmppKn4I6d+7s7OzMYnbLly+ny2Tby3HcihUryH9OsVdcXDxkyBBCiJ2dHV0gNXLkSDU1tfDwcJYSFxdHDzo/2Cdjhal4sE+WnbZ9+3ZCyB9//MHy7Nq1ixAyYsQI+vbz58+sZUqvXr1Wr14dFhbWt29fCwuLzMzMgoKC7t27E0KMjIz69+8fExNDN5B+T4cOHcoWS2defv36NUvx8fEZNmyY9O0q6ZRy9+5dgUAwbdo0ke0lhGhpaYk/74mgwT5jY+OpU6d++vSJtqGgZ0V1dfXY2FiaTcYjJdH06dPpebJv376hoaE0cdOmTbSEHTt2PHnyJK1mSUlJ9Fnr2LFj7OMpKSl16tSxtbXlV++nT5/SQp47d47juOLi4vDwcDZpz+DBgy9evPjgwYPmzZvTiMzz589FQq50FykrK3/69ElK4TMyMugyWfSKonEiFr2iu6h27dr0+zV37tzs7GyO44KCguiXbt++fSznzJkzaTNqZvTo0fznXtq6mUVJKFYB6MVLysn8yZMnXAVOFBLRYJ+CgkLHjh1pM/MnT56wtkgzZ84s6+4qqT6LCw8PDwgIoGE4FuzjOC43N5cOFla/fv3JkyfTc1dxcTFt+mdlZWVvb//27Vua+e7du7T87BsRExPDfnqxtrY+ffp0fn5+SkrK6tWraWLXrl05Ga71stRPip4fmjRpIrKBq1evdnNzY29lOXClViGJaEvtw4cPsxR6cT948CBLycnJsbCwGD16NDvzZ2Rk0KgHu15zHDdmzBgrK6uMjAyWQmNMVlZWLKVSqnFllZkFW9+8ecMvz48fPzQ0NEQigCIKCwtpI83IyEiaIhQK6ZmKf41jE2LY2NgcOXKE/gqyb98+QohAIHj//j3L+fbtWw0NjfHjx/PX4uHhQT9epmDf5cuXv3z58vnz5xcvXvj6+tIf6iwsLOjeE1GRYN+TJ0/e/SswMPDSpUs9e/YkkpqzVG6wr9R7Zl9fXzU1NXZl4TiO/vSroKCQlJREU2S5Sv7kMyoAyBME+wB+CTTYR7uSMbQ9y6BBg1jK9evX6Z0KP9gnMdxAYwGEkBcvXoisS+KTTHZ2tkAgaN68OT/nxo0b2QNJSejTi0j8Ii4ujvYz6tKlC02ZP3++lpYWP+bCcRz9udjMzIyl0HvlunXr/vjxQ2RFW7ZsIYSoqamlpaWxxMLCQjppmo6ODru5l7hDZCwAx3He3t6EECUlpdDQ0L1799rZ2Um8WxoxYgSRLdjH/Xs4lJWVv337xk9v2rSpSIu8Up04cYL8Z7CPjbLHbh+vXr1KCJk6dSr/g8OHD5e+5FKDfU+fPmWJQqHQ0NCQELJz506akpSUpKWlJVKHz507Rz8rvZkSx3E0rrd8+XJ+Io3F6Onp8e9iWVcg9mz86dMnVVXVZs2a8cN/HMfFxcXRb9amTZtoCp1oeNy4cSJrp2FBfrBPxgpTwWCfjDuNNgbhB/suXLhACLG0tOR/kD719enTR3zVtGaampryt2jjxo2EEBMTE/5WE0LOnDnDUvLz88eOHSt9uySeUvLz82kwUaTOcxxHm9VILCcfDfYNGDCAn0jrNiFk4sSJrMwyfrXFHTp0iJ5V+K3bUlJS6Co2b97Mz0wbVvP3Bh0QSrzl19SpUwkhhoaGrMkJjcjzqyLTunXrnj178lNYASZPniyl8KzuiUSv2rRpQ/4zesX9G9ISOZS0byD/69CqVSsFBQXWipnjuOfPn+/YsYO9pXVYJErCLkz8lsslncwreKIQR4N9hBB+M5b8/HwaC1BRUaFtbWTfXbIH+6j69euT/wz2cf/Wlk6dOkksqkgEh579jhw5wlJevXol8cQyd+5cmn7//n2aIuVaL3v9vHPnDl0I/8cbjuOsrKwePnxIX8t44EqtQhLR9on8wBkdf4B/FZs+fbqamlpcXBz/g1OmTCGEzJgxg76le5i1W6ROnTpFCGnRogVLqXg1rsQy5+fn16tXj4hdso8ePcovs0SxsbH0h42IiAiWaGNjI3IaZxd3fh0rLi6m01D4+fmxxO7duysoKIg0T3v37h39eJmCfeLTegwcOJAf+eKrSLBPU1NT61/8Ph9SylbxYF+p98xRUVHa2tqzZs3iZ/jy5Yuampqqqir9sapMV8mfdkYFAHmCMfsAfiGsqwX/7bdv38qxKNpFS1tbu2XLlrLkV1dX19TUDA0NHTNmzN69e+kv/+PHjy91aC2agT9WICHE0NBwxIgRXl5eDx48KCwsVFJS8vHx0dTU/Ouvv/jZ8vPzCSEfP36kDRBYsVu3bi0+FRpdUc2aNWkjLJY4a9as4cOHZ2RkBAYGdunSRWIhOY6TsQCEkLFjx546dSogIGD48OGxsbH379+XOOmb7HPGEULGjRu3cuXKlJSUHTt20HZDhJAXL16kp6dLGUdPokGDBu3evZuGONnW0Repqam06yv9f//+/ebm5tOnT6f33LR3T0Xw66dAIGjUqFF8fDyrn2fOnMnKynr27Bl/ZMPU1FT64tGjRyKdMUXQ4ysy2A19itbU1FRXV2eJbOiohIQE+lv3nj178vPz7ezsRJ4uDA0N+/Xrd/Hixd27d9NDT58oxPe5yEBsZaowFSHjTlu+fLmZmdnQoUP5JeTnpGiddHZ2Fl8R3b20DxFLpLuXf4ahNcfd3b1u3bq0T7qKigprlVYmV69eDQsL09fXp2vhmzhx4uzZs69evfr582eRk544kekUe/fu7eDgEBgYeOHCBdoZqiJHiu4NJSUl1iuKEKKrq6uqqpqfny8yJCKteAkJCfRtWlqaj48PIcTe3l5ksZMmTdq7d298fPz58+fHjh1LeKcLkaMTGhr6/PlzBwcHfgUghGhoaOTk5LA4e8XRLRUZSVBiBRAKhX369Llw4QL9ctGe++VYY0kn8wqeKEqiqKhIYxyUioqKh4fHo0ePCgoKrl69Om3atHIsU0YSrwVSTmjk3y8aU7du3W/fvrGqRXizhYpcW+fMmbNjx47i4uLbt2/TkTRLutaXqX526dLF1tY2KCjIy8uLDbb78uVLoVDIQioyHrjyVaHjx48/f/58+PDhLEXkFPf169fdu3e3b9+e/sjE7NmzZ9KkSezQz58/X0FBQWSEu6FDhzZv3pwO1FhWUu5JKqvMKioqs2fPnj9/vo+Pz8qVK9m+OnHiBD06UtDxKAgh/CE+xa8OrDrxzwAKCgoGBgYRERHsDPDgwYObN2+2aNFC5LRcvjPAy5cv7e3ts7KyYmNjnz59euLEiQsXLly4cGHkyJE7d+4U6XFfEbGxsfyBR7OysrZs2bJy5crKWr5Epd4zr169+sePH/xxPAkhxsbGnz59UlJSolWiTFfJn3xGBQD5gGAfwK+L/kRZUFBQ7iWIj1pdEoFAMG/evJUrVx45cuTOnTvbtm0bMmSI+BjzsuvZs6eXl1dxcfHnz5+Li4uTk5NtbGxoGwqGvRUJKcpebLoi+iI8PLykYF9YWFiZCuDl5WVlZfX27duJEydaWlrKXpiSaGhozJgxY/ny5QcOHFiyZAkdNfnEiRMjRoygPelkp6qqyh5c4+Pj6UQl9G1RURF94ejo2KlTp/v378+cOfPkyZN79uyxs7OTPt5/OYjUzwcPHtBVsxn3KNqfTvxeVhYSn6LZHmNNGmmzKZHnZ6pdu3YXL178+vVrenq6jo7Os2fPCCH0EVSKslaYcpNxp9WrV4+16Hn79u3BgwffvHlDeEecT/avD90KoVDIUsaMGbNhw4bv37936dJl1KhRGzdu1NfXL1/NkX5Q6Ivg4OBSg33izUMGDx4cGBiYkpLy/fv3pKSkqjhSysrKNFzIRyseq3V0QCUiaRttbGxotI4/OQ8lcnRoBWjWrJnE8pfpF4VyEK8Ac+fOpePEW1hYLF68eN68eaqqquWLklDitbEqThREUj3p06ePurp6bm5uWFhY+ZZZ6Uo6oCJVSwojIyNLS8uQkJDw8HB+uvh+Lmv9nDZt2sSJE0+dOrVt2zZ6hfL29p44cSLLIOOBK18VcnR0pAPmchx348aN48ePv3jxgvBOcQEBAeQ/Q1qUgoKCnZ0dfR0REREVFdWwYUOReaUIIeITWJWJxJNqpZSZmjx58tq1azMyMvbu3bts2TJCSHJy8r1793x9fUstG22WTgjJyck5efLk9evXY2JiSAlXBxEiZ4AnT54QGa6PshMIBNra2ubm5ubm5mPHjt24ceOCBQuOHTuWkJAQEBAg/p2tFFpaWsuXL2edo6tIqffMJR39Bg0asNfluEr+tDMqAMgHBPsA4P8sX748LS1t586dMTExbm5uzs7Ohw4dEmlWIDt2Q5OTk0NnPFRSUuI3TaostWvXps8tOTk5JeWJi4srUwGMjY1nzpy5bt26EydOLFy4sNR4hCymTZu2cePGzMzMgwcPzps3r7i4+PTp06zfUFmFhYWtX78+Nzd3wYIFM2fO5Ld2pC5evOjq6vrgwYOnT586Ojq6u7tv3LhRZA7HykV3sq2trchP2T/Bhw8fCCGJiYnif2L1MCIiQldXNzc3lxBS6n4oa4UptzLttICAgC1btlhbWy9YsCAwMHDAgAGVXp46dercuXOnT58+sbGxR44cuXDhwvr162mnv7KS5aCIBCxkxKYy/P79+087UuLoBhJCEhMTxX8XadCgwcePH0vdQFr+evXq/fzyS9S1a9ejR49OmDAhJydn8eLFPj4+Bw8epNODVpafdqJQUFAwMjIKDw9nU+7KhwYNGoSEhEi53lFlrZ/Dhw//66+/0tPTjx8/7u7unpeXd+HChdDQUJZBxgNX7ipUVFTk7e3t6+s7YsSI/fv3L1my5NOnT+yvX79+JYSwvtgSyZKnclW8zFSNGjWmTJmyceNG2ghdXV397NmzPXv2ZM3YpUtLS9uyZcujR4/+/PPP06dPOzg4yBI4FkfrTNXdJ3h4eJw4cSI4OPjWrVvnz59nYy5XOjpBk3g6iwLzf+EQV1xcLMsPLVLumYuKiuj3RfrRr5SrZDXeegHAr090tnUA+J8lEAh27Nhx48YN+lPk7du3bWxsnj9/Xr6l0Y4GAoGgWbNmdPxy2sSvEgsssi42K4i4shYgLS3t5MmT9evXz87O5jdtqAhdXd0JEyYQQjw9PQsLC+/cuWNgYMDvdya7devWWVtbd+rU6cyZM+JdtKiaNWvevXvX09OzRo0aQqFwz549rVu3ZmOBVQW6k9mAej8T7WQkscM7+828cePGrJdcqV3jq7rGiqyo1J2WnZ09dOjQoUOHbty4ccuWLWz2xqpgbW0dGho6ZcoUBQWFzMzMadOmDR8+XPqjkUT0oCQnJ4s/7fAPSjlKqK+vTwhRU1Nr0qTJTztS4ljXNikVr9QNrMZvTUlGjBgRHBxMW0lHREQ4Ozvv3bu3Epf/MzeZVpUKtur61ZR6vaPKWj81NDToiGYHDhwghJw/f75bt24ivT6JbAeuHFUoIiLCwcHBy8vr8uXL06ZNE4830bVLD3zQPElJSWwylipVKWVmZs+eraqqmpycTCe/On78OBtgTrpr166ZmpomJibeunXLxcWFzdpcDvQSWb6hY2TEeoVX4hgFEs2cOVM8kVV4NoihRNnZ2SId8CWSfs9Mm+BJP/qVcpX8BS8iAPDrQLAPAAghhPa0JYT06NHj/fv3GzduVFZWzszMpHMClGOB9H7R2NhYQ0OjadOmhJDU1NT79++L5xQKhTdv3ix3yfPz82nJLSwsSspT1gK4u7uPGTOGztRx+/ZtOop/xc2dO1dRUfHbt2+nTp2SZTgeiQ4dOrR48eL+/fvTwdclSk9Pz8vLU1BQmDVrVnh4+KhRowghoaGhdCa4KkJ3Mp3OVdzz58+r7gGMzsbw4cMH8T7vtG7Uq1dPV1eXdaj5+PGj9AVWaY0VX1GpO23y5MlnzpxZvXq1SOevSkcf9nR0dPbt2/fmzRs6NOTJkydPnjxZ1kXRg0L+7anERw8KIYTOz1hWSUlJhJDmzZsrKir+tCMljm3g27dvxf9Kt7HUDaTlDwgIyM7OFv9rYmKixIVXHVoBTE1N79y5c+HCBQMDA6FQOGvWrC9fvlTWKn7miYJWlfJVs18WvbZKud5R5aifU6dOFQgEb9++ffnypUgfXiLzgStHFcrNze3bt29wcLCvr29Jw8PR4Oa7d+8+f/4s/tf4+Pji4mIWAGVTk4uspRLbeFZWmdlbAwMDOqnL1q1bo6KiIiMj2YzSUoSGhg4cOFBZWXnfvn0V7/VPL5ERERHl+HVHRrRxPSmtbV1J1qxZw5qsyqKoqGjGjBnsLetOTs8MEhUWFsbFxZU6eIX0e2YlJSW6hMuXL0v8OO1qXSlXyWq89QKAXx+CfQD/TdgQJ4WFhSyx1O48JeEP6ZKVlbVu3Tr6WkVFZf78+XRGwvDwcCl3RVLQBwwaZjIyMqI/k65atUo8dLhmzRr+5pRVSEgIx3EdO3ZknfvElakAJ06cePfu3YIFC3r06EF/Wv/zzz9jY2NlL1JJY+UYGxvTkZI3btzo7+/PH9hbdjt37iSE8JsEiq/u/v37N27coK/r1q175MgR2qVFxt/SZRnrRxx9+Hz48OHt27dF/pSYmLhu3Tr+ENqVq3v37oSQ9PR0NlUrExUVRQihPV7r1q1LG6qUFL1ldaNKayyfLDstNTX1+PHjpLSDXik2b97M+n9ZW1vfu3ePTgJQjprTuXNnOiAULTwfPShWVlblGw2QtpWgsfKfdqTENWnShLa5EN/AwsLCmJgYdXX1Hj16SF8IrQC5ubls3h6muLjY3d1dZGh/PomXA1KBKwIhhP97wIABA54/f16nTp2ioiLWXIWutCJr/Gknivz8/K9fvxobG3ft2pWUa3dV0besIgoKCsLCwmrWrOni4iI9Zznqp6mpKT2XLl68ODY2lk7Rw8h44EqtQuKuXbtGZy2gM5BSIjufTiddWFjIpm1lsrOz58yZIxAIDAwMDAwMCCErVqxgQSVmzpw5LKRe8WpcWWXmJ/7111+KiooRERF//PHHiBEjZAneHThwID8/39LSkp+53PWWjlCclJRUUohKlp9+peehwwISQviTjMm45C9fvuzdu5dOgizjR/bt2xcZGcne2tvb0wZ3UkZQuX37toGBQam/q5V6z0yXcOTIEfHo5JEjR54+fUoq6SpZjbdeAPDrQ7APoPpxHEd/4BW59aTNlPj3bSyexX/29vPzo7eMWVlZ/GUSQiR2batduzZ9QUf6YKu4dOkSf119+vSpX7++lpaWLBOxiTRL4TjOy8urbt26f/75JyFEIBDMnj2bEHL//n06lA/bwJUrV967d4/9gi2l2FReXp7ID8K0zxH/UZl9nOWUvQDfvn2bMWPGoUOH6Ijp27Zt09fXz8jIcHd3FykJPToih4zuW5Edy7ds2TJFRcXQ0NCOHTuK7Nhdu3Z16tRp48aN0m9habMOOj8DxSoDv13buXPn+J+aNGkSKa0/SI0aNeh9p0j52TZKr5/jxo2j95TDhg3j189379517tyZ7n8pJP7OTxNF1stysh01atQo+uRAG2PyHTt2rE6dOmvWrKFv6TQXb9++pdWGCQoKIoSwH8BlrzDilU0KmpmfU5adxjpViR90kZaMUr4+EhPpx/n1TSgUXrhwgb1VU1P7448/SGk1R+IpxdTUlE4OePLkSZEH72PHjhFC9u7dW44eZ3SQrJYtW9KvpOxHSqKSjpqUisd2l4KCwq5duwghb9++ff36NT/nhQsXcnJyFi1axM7Y7FMiB8LR0dHJyYkQsnbt2n379rFsKSkpgwYNsrW1lTJol4qKCg1t8GvOy5cvacNV/uVAfL2UeAV4+/Yt/9m4YcOGdAYkVgHoFn369Ik1PCksLDx9+jR9Lcs1SMYTRURExG+//ebq6lru6TX8/Pzy8vJ27dpFJ8qUfXeVdIksicRrgZQTWkmZJZ75Ra6tZ8+eTU1NXbhwIStkSfu5TPWTobM/3bx5kw46wSfjgSu1Comjp7iioiLWvqmgoIBOdsFOcebm5m5ubuTfOWrZ8YqOju7Ro8fEiRPpyWTp0qWEkMjIyI4dO7K2hD9+/Jg8eXLdunXZ1BMVr8aVWGbGzMyM/gT45MkTGfvw0mK8f/+eTSgUGxtLGxLyrw4l3VOJnAH++OMPeluydOlSfitIdumRpY0YOwmLfwXWr19Pv2729vZsXhGRT5V0/xMWFjZw4MD27duzGSpK/cj9+/eXLFnCj2g3adKE3gudO3fu7t274h/58eOHh4fH5MmTZZk8RPo986JFixQUFIqKijp16sTWJRQK9+/ff/ToUVoxynSVrOAZlRDi6ek5bty46OjoUjcNAOQHBwDVjT3Mr1y5kp9Oh2zX1dUtLi6mKcXFxfRnZF1d3a1bt+7atatbt25Lliyh823Z2tru2rWL5qS3vISQuLg4kdUlJSXRH4FHjRr17NmzqVOnvnjxgo5gsnr1apYtOTlZXV19wYIF0gtP20ypqqqePXuWJU6dOrVGjRo3btxgKRkZGawDRe3atfv27duvXz99ff3mzZt///6dZaPPvebm5kKhUGRFnp6e9OMeHh4FBQU08cSJE8rKyuvWrePnZDffhw4dKlMBCgsLO3XqNHbsWP7SfHx86Kc8PT356XS6TAsLC34i/WmXZr53796wYcMyMzNFNoQ27rty5Qo/MSEhgd3SnTx5Unw/M7169aLZaFByxIgREydOVFNTI4SMGDFi586d7969u3jxooKCwr1799in/vnnH4FAcPXqVSlL5jiOtkSws7N78uSJp6fn7t27OY6jN52EkPv377OcxcXF9erVI4QMGDCAJdJnS8rBwWHw4MFt2rRRUFDYv3+/9PXm5eWpq6sTQpYuXcpPp/epKioq/N1If/EmhOzZs4clvnv3jj7Ibd++nSWuW7euZs2a165dYym5ubn0GyQQCGbMmBEQEHDnzp0hQ4bQH88FAsHQoUPPnz/PyVxjJVa2ktDxyBs2bMiv3qXutNzcXDoBi5aW1qZNm3bt2tW9e/fx48fTj6xfv37x4sUcx2VnZ9PRxydPniy+6t9++40QUrdu3aKiIpZIp30khKSkpLAdXq9evYSEBJbnr7/+0tXVjYmJkbJdEk8pHMdlZWXRxkEDBw5kJ7Hbt29raWmtXbu21N1FP9utW7fc3FyaUlBQMG7cuObNm3/8+JFlk/FISbRq1SpCiKKiYn5+PktkwzmJnP1oO2U9PT1+4rx58wghTZs2TUpKoilfv35t2rSpq6trXl4ey8baXIh/u58/f85G+zIxMRk4cKCzs7OGhgYdKlF6+adMmULLP2/evEOHDo0dO7Z3796DBg2i14iNGzfS879QKKRxrkGDBvE/TpttWllZsRRbW9tevXqxE6xQKGzVqlX79u1Ztfn8+TM921hbWx88eHD9+vU2Njbs5Dxo0KBLly7RnFJO5rKcKNic4+bm5tJ3AnuQvnnzJkt8+vSpoaGhyCVVxt1VUn2WKDMzk/4y5O7uzk+nzQmdnJz4iewCcf36dX46jT25ubmxFPrzAyGke/furBqHhITo6ekNGDCAfSM4qdd6Tub6yRQXFxsbG6uoqLD8fLIcuFKrkDjayokQYmpq6uXltXbt2g4dOgwcOJAel0OHDu3cuZPjuKioKNbQVUlJyc7OztHRUUlJacOGDWxRhYWF7du3Z4Vs2rRp+/bta9So0bdvX34BKl6NK7HMfDS07eDgUNK+ErFhwwa68J49e/r4+MydO7dnz550JF8HBwdfX196OXv//j3NRktFZWVl0cvu9OnTWaKvry+Nc1lYWHh5eb148eLAgQNsrnBTU9MZM2ZkZWWVVJ6ioiLaq5QQsmjRoqysrIyMjMjIyMuXL9PwFiGkWbNmERER/E8JhUI2+eyECRMiIyOTkpJSUlKSkpKioqLu3Lkzf/58+i3z8vKiH/n+/Ts7bZ44cSI+Pj47O7uwsDA9PT06OvrWrVvTpk2jF0Q6LTWTkpJCrxeqqqpeXl5fv36l6dnZ2SdPnjQxMXFxcWFXKylkuWf28PBgVbFu3bodO3asV6+esbFxfHw8/yjIeJWs4BmV3atMnDix1K0DALmBYB9ANfP19WX9BTQ1NWfNmhUfHx8cHDx69GgW/enateujR49o/qCgIHYvVbt27SNHjnAcZ2RkZGVltWLFitDQ0NDQ0DFjxtAbWUKImZnZkiVLvnz5wl/p4sWL6V9r1qxJg3Tp6emGhoZNmzYdMGDAnj17PD09bWxsPDw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            ]
          },
          "metadata": {},
          "execution_count": 8
        }
      ],
      "source": [
        "results = RAG.search(query, k=1)\n",
        "results"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "cfc2db00",
      "metadata": {
        "id": "cfc2db00"
      },
      "source": [
        "また、結果に非常に長い `base64` 属性があることも確認できます。これは、先に `store_collection_with_index` フラグでインデックスにページの画像表現も保存するようにリクエストしたためです。これにより、クロードに渡すのがさらに簡単になります。大量のドキュメントをインデックス化している場合や、ディスク容量や RAM が限られている場合は、このフラグを無効にして、代わりに page_number を使用して関連するページを自分で取得するようにしてもよいでしょう。"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "c955b0a9-139b-4fcb-b4cd-262048ff23e2",
      "metadata": {
        "id": "c955b0a9-139b-4fcb-b4cd-262048ff23e2"
      },
      "source": [
        "#### Claudeにこの文脈を使用させる\n",
        "\n",
        "これは素晴らしい! 関連する表は確かに8ページにあります。 しかし、ColPaliは単なる検索モデルなので、Byaldiがあなたのためにできることは関連するページを取得することだけです。 ここで、別のヒーロー、Claudeの出番です!\n",
        "\n",
        "前述の通り、Sonnet 3.5 のような VLM への入力として画像を使用するのは非常に簡単です。 期待通りに動作すれば、Claude は BLEU スコアが EN-DE で 27.3、EN-FR で 38.1 であることを教えてくれるはずです。\n",
        "\n",
        "Claudeに渡される画像は大きいため、アカウント設定によってはトークン制限に達する可能性があります。これは、現在、画像を大きな解像度で保存しているためです。ユーザーは自由に画像を好みのサイズにリサイズできます(解像度が低いと精度が低下します。また、解像度はドメインに依存します)。必要であれば、自由にリサイズしてください。テスト用にすでにリサイズされた画像の例をご覧になりたい場合は、次の財務報告に関するセクションに進んでください。\n",
        "\n",
        "すべての VLM が画像の入力フォーマットとして同じものを使用しているわけではありません。Claudeはバイトを期待しているので、base64 画像をデコードしてみましょう。"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "67b865be-e12f-4833-b451-9d6867cdf0e9",
      "metadata": {
        "id": "67b865be-e12f-4833-b451-9d6867cdf0e9"
      },
      "outputs": [],
      "source": [
        "image_bytes = base64.b64decode(results[0].base64)"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "c717985b",
      "metadata": {
        "id": "c717985b"
      },
      "source": [
        "次に、Claudeとのすべてのやりとりを非常に簡単に処理する `claudette` `Chat` オブジェクトを作成します。"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "7f5eadf3",
      "metadata": {
        "id": "7f5eadf3",
        "outputId": "22fd7ee6-45d5-444b-ad0b-88478aadea70",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "('claude-3-opus-20240229',\n",
              " 'claude-3-5-sonnet-20240620',\n",
              " 'claude-3-haiku-20240307')"
            ]
          },
          "metadata": {},
          "execution_count": 10
        }
      ],
      "source": [
        "chat = Chat(models[1])\n",
        "# モデルは、Claudetteヘルパーのヘルパー関数で、アカウントで利用可能なモデルのリストを含みます。[1] は 2024年9月6日時点でClaude　3.5 Sonnetのはずです。\n",
        "models"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "3751c4f8",
      "metadata": {
        "id": "3751c4f8"
      },
      "source": [
        "そして、これで準備万端です! 決着の時が来ました。Claude は、BLEUスコアがEN-DEで27.3、EN-FRで38.1であると告げるのでしょうか?"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "b6d53f8a",
      "metadata": {
        "id": "b6d53f8a",
        "outputId": "34d00872-f7b2-4091-8891-1640f9199404",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 255
        }
      },
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "Message(id='msg_01JDMtAQKW4ysXN8uPnJQggQ', content=[TextBlock(text='Transformerのベースモデル(Transformer (base model))のBLEUスコアは、表2によると以下の通りです：\\n\\nEN-DE (英語からドイツ語への翻訳): 27.3\\nEN-FR (英語からフランス語への翻訳): 38.1', type='text')], model='claude-3-5-sonnet-20240620', role='assistant', stop_reason='end_turn', stop_sequence=None, type='message', usage=In: 1531; Out: 84; Total: 1615)"
            ],
            "text/markdown": "Transformerのベースモデル(Transformer (base model))のBLEUスコアは、表2によると以下の通りです：\n\nEN-DE (英語からドイツ語への翻訳): 27.3\nEN-FR (英語からフランス語への翻訳): 38.1\n\n<details>\n\n- id: `msg_01JDMtAQKW4ysXN8uPnJQggQ`\n- content: `[{'text': 'Transformerのベースモデル(Transformer (base model))のBLEUスコアは、表2によると以下の通りです：\\n\\nEN-DE (英語からドイツ語への翻訳): 27.3\\nEN-FR (英語からフランス語への翻訳): 38.1', 'type': 'text'}]`\n- model: `claude-3-5-sonnet-20240620`\n- role: `assistant`\n- stop_reason: `end_turn`\n- stop_sequence: `None`\n- type: `message`\n- usage: `{'input_tokens': 1531, 'output_tokens': 84, 'cache_creation_input_tokens': 0, 'cache_read_input_tokens': 0}`\n\n</details>"
          },
          "metadata": {},
          "execution_count": 11
        }
      ],
      "source": [
        "chat([image_bytes, query])"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "8d532214",
      "metadata": {
        "id": "8d532214"
      },
      "source": [
        "完成しました！7行のコードで作成された、基本的なPDFとのチャットアプリです。"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "3f771e13-55d5-463d-aba1-f20b073978a6",
      "metadata": {
        "id": "3f771e13-55d5-463d-aba1-f20b073978a6"
      },
      "source": [
        "### 財務報告\n",
        "\n",
        "別のシチュエーションに移りましょう。私は架空のACME社という会社の重役で、529商品に関する月次収益報告書を受け取りました。1ページに1商品ずつ記載されています。幸い、私のアシスタントが簡易版の報告書を転送してくれたので、独創的な名前が付けられたトップ5商品(A、B、C、D、E)のデータを確認することができました。\n",
        "\n",
        "個人的に製品Cを提案したので、その売れ行きが非常に気になります。「製品Cが最も収益を上げたのはどの月ですか?」と尋ねてみようと思います。ご覧の通り、予想される答えは**6月**です。\n",
        "\n",
        "<img src=\"https://github.com/AnswerDotAI/byaldi/blob/main/examples/docs/product_c.png?raw=1\" alt=\"A monthly revenue report titled Product C, with a revenue peak in June\" width=\"768\" height=\"512\">"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "e8a931d6-f28c-496c-a0c4-31bd4eb0ffd5",
      "metadata": {
        "id": "e8a931d6-f28c-496c-a0c4-31bd4eb0ffd5"
      },
      "outputs": [],
      "source": [
        "query = \"製品Cが最も収益を上げたのはどの月ですか?\""
      ]
    },
    {
      "cell_type": "markdown",
      "id": "7fd8752a-951a-4763-baff-9a09bfc1b928",
      "metadata": {
        "id": "7fd8752a-951a-4763-baff-9a09bfc1b928"
      },
      "source": [
        "「Attention is All You Need」論文と同じプロセスを踏む予定です。財務報告書をインデックス化します。"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "!wget -P docs https://github.com/AnswerDotAI/byaldi/blob/c7f545fd23e102eedf811c9f0cb7ad33e23a9f03/examples/docs/financial_report.pdf"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "6rneFdCZJYT4",
        "outputId": "b887d0d6-ae29-4260-bf67-da7c27c70f1b"
      },
      "id": "6rneFdCZJYT4",
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "--2024-09-12 09:29:51--  https://github.com/AnswerDotAI/byaldi/blob/c7f545fd23e102eedf811c9f0cb7ad33e23a9f03/examples/docs/financial_report.pdf\n",
            "Resolving github.com (github.com)... 20.27.177.113\n",
            "Connecting to github.com (github.com)|20.27.177.113|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: unspecified [text/html]\n",
            "Saving to: ‘docs/financial_report.pdf.1’\n",
            "\n",
            "financial_report.pd     [ <=>                ] 268.84K  1.69MB/s    in 0.2s    \n",
            "\n",
            "2024-09-12 09:29:52 (1.69 MB/s) - ‘docs/financial_report.pdf.1’ saved [275297]\n",
            "\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "65c2a13c-ee4e-4b45-8eb9-f466b5b2b93d",
      "metadata": {
        "id": "65c2a13c-ee4e-4b45-8eb9-f466b5b2b93d",
        "outputId": "31b218ce-1871-4e9d-f2d5-f9252efca81c",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Added page 1 of document 1 to index.\n",
            "Added page 2 of document 1 to index.\n",
            "Added page 3 of document 1 to index.\n",
            "Added page 4 of document 1 to index.\n",
            "Added page 5 of document 1 to index.\n",
            "Added page 6 of document 1 to index.\n",
            "Index exported to .byaldi/financial_report\n",
            "Index exported to .byaldi/financial_report\n"
          ]
        },
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "{0: 'docs/attention.pdf', 1: 'docs/financial_report.pdf'}"
            ]
          },
          "metadata": {},
          "execution_count": 14
        }
      ],
      "source": [
        "RAG.index(\n",
        "    input_path=\"./docs/financial_report.pdf\",\n",
        "    index_name=\"financial_report\",\n",
        "    store_collection_with_index=True,\n",
        "    overwrite=True\n",
        ")"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "55cc7aa6-baf3-4297-ad47-3e404702009f",
      "metadata": {
        "id": "55cc7aa6-baf3-4297-ad47-3e404702009f"
      },
      "source": [
        "それでは、クエリをインデックスで検索してみましょう。トップの結果は4ページ目になるはずです。"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "a3d9fec7-b262-41a4-a3e4-82b7c7356983",
      "metadata": {
        "id": "a3d9fec7-b262-41a4-a3e4-82b7c7356983",
        "outputId": "60484de9-eec3-470f-941c-b05ca85c27a2",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "4"
            ]
          },
          "metadata": {},
          "execution_count": 15
        }
      ],
      "source": [
        "results = RAG.search(query, k=1)\n",
        "results[0].page_num"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "2218061e-57fd-477a-8812-d206db602e6c",
      "metadata": {
        "id": "2218061e-57fd-477a-8812-d206db602e6c"
      },
      "source": [
        "最後に、私たちは再び、先に実行したプロセスを繰り返します。まず、検索結果のトップをバイトに変換し、それをクエリとともにClaudeに渡します。すべてが期待通りに動作すれば、Claudeは「製品Cが**6月**に最も収益を上げました」と伝えるはずです。"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "8598f8af-a701-45c5-9c48-f214ef5bd4ff",
      "metadata": {
        "id": "8598f8af-a701-45c5-9c48-f214ef5bd4ff",
        "outputId": "f3ead03f-955a-4f82-eee1-6ea95a26bf30",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 81
        }
      },
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "Message(id='msg_01UpAsps5pY6mtXFCBT9rdbb', content=[TextBlock(text='この画像から、製品Cが最も収益を上げた月は6月（Jun）であることがわかります。グラフを見ると、6月の棒グラフが最も高く、約2700ドルの月間収益を示しています。1月から5月にかけて収益が徐々に増加し、6月にピークを迎えた後、7月以降は徐々に減少していく傾向が見られます。', type='text')], model='claude-3-5-sonnet-20240620', role='assistant', stop_reason='end_turn', stop_sequence=None, type='message', usage=In: 1584; Out: 125; Total: 1709)"
            ],
            "text/markdown": "この画像から、製品Cが最も収益を上げた月は6月（Jun）であることがわかります。グラフを見ると、6月の棒グラフが最も高く、約2700ドルの月間収益を示しています。1月から5月にかけて収益が徐々に増加し、6月にピークを迎えた後、7月以降は徐々に減少していく傾向が見られます。\n\n<details>\n\n- id: `msg_01UpAsps5pY6mtXFCBT9rdbb`\n- content: `[{'text': 'この画像から、製品Cが最も収益を上げた月は6月（Jun）であることがわかります。グラフを見ると、6月の棒グラフが最も高く、約2700ドルの月間収益を示しています。1月から5月にかけて収益が徐々に増加し、6月にピークを迎えた後、7月以降は徐々に減少していく傾向が見られます。', 'type': 'text'}]`\n- model: `claude-3-5-sonnet-20240620`\n- role: `assistant`\n- stop_reason: `end_turn`\n- stop_sequence: `None`\n- type: `message`\n- usage: `{'input_tokens': 1584, 'output_tokens': 125, 'cache_creation_input_tokens': 0, 'cache_read_input_tokens': 0}`\n\n</details>"
          },
          "metadata": {},
          "execution_count": 16
        }
      ],
      "source": [
        "chat = Chat(models[1])\n",
        "image_bytes = base64.b64decode(results[0].base64)\n",
        "chat([image_bytes, query])"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "19df90e9",
      "metadata": {
        "id": "19df90e9"
      },
      "source": [
        "やったー！Claudeはこれも正解です。文書を読み取るのがかなり上手なようです。ぜひ、あなたも試してみてください :)"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "d66a12c3",
      "metadata": {
        "id": "d66a12c3"
      },
      "source": [
        "### Attention is All You Need を使った例の完全なコード\n",
        "\n",
        "\n",
        "以下に、コピー&ペーストを簡単に行えるように、ノートブックの完全なPythonコードを記載します:"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "9c56b198",
      "metadata": {
        "id": "9c56b198"
      },
      "outputs": [],
      "source": [
        "import base64\n",
        "import os\n",
        "os.environ[\"HF_TOKEN\"] = \"YOUR_HF_TOKEN\" # ColPaliモデルのダウンロードに必要\n",
        "os.environ[\"ANTHROPIC_API_KEY\"] = \"YOUR_ANTHROPIC_API_KEY\"\n",
        "from byaldi import RAGMultiModalModel\n",
        "from claudette import *\n",
        "\n",
        "# モデルのロード\n",
        "RAG = RAGMultiModalModel.from_pretrained(\"vidore/colpali-v1.2\", verbose=1)\n",
        "\n",
        "# ドキュメントからインデックス作成\n",
        "RAG.index(\n",
        "    input_path=\"./docs/attention.pdf\",\n",
        "    index_name=\"attention\",\n",
        "    store_collection_with_index=True,\n",
        "    overwrite=True\n",
        ")\n",
        "\n",
        "# クエリの定義\n",
        "query = \"What's the BLEU score for the transformer base model?\"\n",
        "\n",
        "# モデルに対してクエリ実行\n",
        "results = RAG.search(query, k=1)\n",
        "\n",
        "# 検索結果上位をClaudeにわたす\n",
        "image_bytes = base64.b64decode(results[0].base64)\n",
        "chat = Chat(models[1])\n",
        "\n",
        "# Claudeの回答を出力\n",
        "print(chat([image_bytes, query]))"
      ]
    }
  ],
  "metadata": {
    "kernelspec": {
      "display_name": "Python 3",
      "name": "python3"
    },
    "language_info": {
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        "version": 3
      },
      "file_extension": ".py",
      "mimetype": "text/x-python",
      "name": "python",
      "nbconvert_exporter": "python",
      "pygments_lexer": "ipython3",
      "version": "3.10.14"
    },
    "colab": {
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      "gpuType": "T4",
      "include_colab_link": true
    },
    "accelerator": "GPU",
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