Scrape_the_web_agentically_with_Firecrawl_and_LangGraph.ipynb

{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "provenance": [],
      "authorship_tag": "ABX9TyO9wMnr2oLgW9hZf9AdZDVY",
      "include_colab_link": true
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "language_info": {
      "name": "python"
    }
  },
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/trancethehuman/ai-workshop-code/blob/main/Scrape_the_web_agentically_with_Firecrawl_and_LangGraph.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "## Install dependencies"
      ],
      "metadata": {
        "id": "7jds9bZ1TDWv"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "First, we need to install the langgraph and firecrawl-py packages."
      ],
      "metadata": {
        "id": "IHJ7GSi-TF5e"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "%%capture --no-stderr\n",
        "pip install -U langgraph firecrawl-py -q"
      ],
      "metadata": {
        "id": "oC40tcvUTGl8"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "## Setup some nice logging so we can see what's happening at all times"
      ],
      "metadata": {
        "id": "i2O3rNYQTSsK"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "import getpass\n",
        "from typing import List, Optional, TypedDict, Any\n",
        "from typing_extensions import Annotated\n",
        "from operator import or_\n",
        "from langgraph.graph import StateGraph, START, END\n",
        "from langgraph.types import Send\n",
        "from IPython.display import Image, display\n",
        "import logging\n",
        "\n",
        "# === Logging Configuration ===\n",
        "logger = logging.getLogger()\n",
        "logger.setLevel(logging.INFO)  # Set the root logger level to INFO\n",
        "\n",
        "# Remove all handlers associated with the root logger object.\n",
        "if logger.hasHandlers():\n",
        "    logger.handlers.clear()\n",
        "\n",
        "# Create a new handler\n",
        "handler = logging.StreamHandler()\n",
        "handler.setLevel(logging.INFO)  # Set handler level to INFO\n",
        "\n",
        "# Create a formatter and set it for the handler\n",
        "formatter = logging.Formatter('%(asctime)s - %(levelname)s - %(message)s')\n",
        "handler.setFormatter(formatter)\n",
        "\n",
        "# Add the handler to the root logger\n",
        "logger.addHandler(handler)\n",
        "# === End of Logging Configuration ===\n",
        "\n",
        "def first_non_null(a, b):\n",
        "    return a if a is not None else b\n"
      ],
      "metadata": {
        "id": "Q0ySijz5TXYe"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "## Make sure we set our Firecrawl API key"
      ],
      "metadata": {
        "id": "gWoR2NSKTbv5"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "FIRECRAWL_API_KEY = getpass.getpass(\"Firecrawl API Key: \")"
      ],
      "metadata": {
        "id": "YuktGWAiTegD"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "## Define our LangGraph agent's state schema"
      ],
      "metadata": {
        "id": "EVuIDXspTnl0"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "This is so it knows what to keep track of when it's running from node to node."
      ],
      "metadata": {
        "id": "bTbRDFZoTwiJ"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "# Define the InputState schema\n",
        "class InputState(TypedDict):\n",
        "    url: str\n",
        "    keyword: str\n",
        "\n",
        "# Define the OverallState schema with reducers\n",
        "class OverallState(TypedDict):\n",
        "    urls: List[str]\n",
        "    current_url_index: int\n",
        "    total_urls: int\n",
        "    urls_to_scrape: List[str]\n",
        "    extracted_info: Annotated[Optional[str], first_non_null]\n",
        "    extracted_from_url: Annotated[Optional[str], first_non_null]\n",
        "    is_information_found: Annotated[Optional[bool], or_]\n",
        "    keyword: str\n"
      ],
      "metadata": {
        "id": "pGFkxjwATuzg"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "## Define agent nodes"
      ],
      "metadata": {
        "id": "M8BPA-_DT1Mx"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "We designate a first_node that is just a placeholder just to see what our state (data) looks like in the beginning."
      ],
      "metadata": {
        "id": "YmJ5DthzT5IF"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "def first_node(state: InputState) -> OverallState:\n",
        "    logging.info(\"Executing node: first_node\")\n",
        "    return {\n",
        "        \"urls\": [state[\"url\"]],\n",
        "        \"current_url_index\": 0,\n",
        "        \"total_urls\": 0,\n",
        "        \"urls_to_scrape\": [],\n",
        "        \"keyword\": state[\"keyword\"],\n",
        "        \"extracted_info\": None,\n",
        "        \"extracted_from_url\": None,\n",
        "        \"is_information_found\": False,\n",
        "    }\n"
      ],
      "metadata": {
        "id": "o9Oo6z2_UDU_"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "Our second node would be the one that finds the sitemap from the website we give the agent. This will leverage Firecrawl to do so."
      ],
      "metadata": {
        "id": "DtbAp-CQUI7z"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "from firecrawl import FirecrawlApp\n",
        "\n",
        "def get_sitemap(state: OverallState, config):\n",
        "    logging.info(\"Executing node: get_sitemap\")\n",
        "    api_key = config.get(\"configurable\", {}).get(\"firecrawl_api_key\")\n",
        "    if not api_key:\n",
        "        logging.error(\"Firecrawl API key is missing in the configuration.\")\n",
        "        raise ValueError(\"Firecrawl API key is missing in the configuration.\")\n",
        "\n",
        "    app = FirecrawlApp(api_key=api_key)\n",
        "\n",
        "    # Map the website to get the list of URLs\n",
        "    map_result = app.map_url(state[\"urls\"][0])\n",
        "    logging.info(f\"Map result: {map_result}\")\n",
        "\n",
        "    # Handle the new response format which is a dictionary\n",
        "    if isinstance(map_result, dict):\n",
        "        if map_result.get('success') and isinstance(map_result.get('links'), list):\n",
        "            sitemap = map_result['links']\n",
        "            state[\"urls\"] = sitemap\n",
        "            state[\"total_urls\"] = len(sitemap)\n",
        "            logging.info(f\"Found {len(sitemap)} URLs to scrape.\")\n",
        "        else:\n",
        "            logging.error(f\"Error: Invalid response structure in map_result: {map_result}\")\n",
        "            state[\"urls\"] = []\n",
        "    # Keep the original list handling for backward compatibility\n",
        "    elif isinstance(map_result, list) and len(map_result) > 0:\n",
        "        sitemap = map_result\n",
        "        state[\"urls\"] = sitemap\n",
        "        state[\"total_urls\"] = len(sitemap)\n",
        "        logging.info(f\"Found {len(sitemap)} URLs to scrape.\")\n",
        "    else:\n",
        "        logging.error(f\"Error: Unexpected format in map_result: {map_result}\")\n",
        "        state[\"urls\"] = []\n",
        "\n",
        "    return state"
      ],
      "metadata": {
        "id": "UUK9vt2KUQTH"
      },
      "execution_count": 18,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "Next, we define a node that manages scraping. Why is called \"manager\"? It's because we want our agent to take three URLs from the sitemap at a time to scrape and extract information, then if it has to do that again, then the manager will facilitate that."
      ],
      "metadata": {
        "id": "2wcGQwA_UVBy"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "def scrape_manager(state: OverallState) -> OverallState:\n",
        "    logging.info(\"Executing node: scrape_manager\")\n",
        "    total_urls = state.get(\"total_urls\", 0)\n",
        "    current_index = state[\"current_url_index\"]\n",
        "    next_index = min(current_index + 3, total_urls)\n",
        "    urls_to_scrape = state[\"urls\"][current_index:next_index]\n",
        "    state[\"current_url_index\"] = next_index  # Update the current index\n",
        "    state[\"urls_to_scrape\"] = urls_to_scrape  # Store the URLs to scrape\n",
        "\n",
        "    if total_urls > 0:\n",
        "        progress = (current_index / total_urls) * 100\n",
        "        logging.info(f\"Progress: {current_index}/{total_urls} URLs processed ({progress:.2f}%)\")\n",
        "    return state\n",
        "\n",
        "# Function to return Send objects to scraper nodes\n",
        "def continue_to_scraper(state: OverallState):\n",
        "    logging.info(f\"Preparing to scrape URLs {state['current_url_index'] - len(state['urls_to_scrape'])} to {state['current_url_index'] - 1}\")\n",
        "    # Return list of Send objects to 'scraper' node\n",
        "    return [Send(\"scraper\", {\"url\": url, \"keyword\": state[\"keyword\"]}) for url in state[\"urls_to_scrape\"]]\n"
      ],
      "metadata": {
        "id": "9Z-Fmn8pUjzp"
      },
      "execution_count": 19,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "As you can see, we also allow this node to directly send a private state (using Send from langgraph module) so that it can fire off three parallel scraper nodes at once. We haven't declared our scraper node yet, but that's the plan."
      ],
      "metadata": {
        "id": "xE_O6GmUUmJN"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "Now, the scraper node. This node will actually scrape the URL (using Firecrawl). We want to run multiple of these at once"
      ],
      "metadata": {
        "id": "cmW4iLXQU1Q_"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "from firecrawl import FirecrawlApp\n",
        "\n",
        "def scraper(state: OverallState, config):\n",
        "    url = state[\"url\"]\n",
        "    keyword = state[\"keyword\"]\n",
        "    logging.info(f\"Executing node: scraper for URL: {url}\")\n",
        "    api_key = config.get(\"configurable\", {}).get(\"firecrawl_api_key\")\n",
        "    if not api_key:\n",
        "        logging.error(\"Firecrawl API key is missing in the configuration.\")\n",
        "        raise ValueError(\"Firecrawl API key is missing in the configuration.\")\n",
        "\n",
        "    app = FirecrawlApp(api_key=api_key)\n",
        "\n",
        "    # Scrape the URL and get markdown\n",
        "    try:\n",
        "        logging.info(f\"Started scraping: {url}\")\n",
        "        scrape_result = app.scrape_url(url, params={'formats': ['markdown']})\n",
        "        logging.info(f\"Scraped URL: {url}\")\n",
        "    except Exception as e:\n",
        "        logging.error(f\"Exception occurred while scraping URL: {url}. Error: {e}\")\n",
        "        scrape_result = {}\n",
        "\n",
        "    if isinstance(scrape_result, dict):\n",
        "        markdown = scrape_result.get(\"markdown\", \"\")\n",
        "        # Check if keyword is in markdown\n",
        "        if markdown and keyword in markdown:\n",
        "            # Information found\n",
        "            return {\n",
        "                \"extracted_info\": markdown,\n",
        "                \"extracted_from_url\": url,\n",
        "                \"is_information_found\": True\n",
        "            }\n",
        "        else:\n",
        "            # Information not found\n",
        "            return {\"is_information_found\": False}\n",
        "    else:\n",
        "        logging.warning(f\"Failed to scrape URL: {url}\")\n",
        "        return {\"is_information_found\": False}\n"
      ],
      "metadata": {
        "id": "yyhvBScWU9Dy"
      },
      "execution_count": 20,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "The next node would try to see if the information we're looking for was found in the scraped URL. Remember this: each scraper we run will be evaluated all together at the same time once they're all done (we call this fan-in, and when the scraper manager fires off three scraper nodes to run, that was called \"fan-out\")"
      ],
      "metadata": {
        "id": "KHb1cuqGVHmn"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "def evaluate(state: OverallState):\n",
        "    logging.info(\"Executing node: evaluate\")\n",
        "    # Logic is handled in the routing function\n",
        "    return state\n",
        "\n",
        "# Conditional routing function for evaluate node\n",
        "def evaluate_routing(state: OverallState):\n",
        "    if state.get(\"is_information_found\", False):\n",
        "        logging.info(f\"Information found in URL: {state.get('extracted_from_url')}\")\n",
        "        logging.info(\"Terminating graph execution.\")\n",
        "        return \"END\"\n",
        "    elif state[\"current_url_index\"] < len(state[\"urls\"]):\n",
        "        logging.info(\"Information not found, continuing to scrape next batch.\")\n",
        "        return \"scrape_manager\"\n",
        "    else:\n",
        "        logging.info(\"No more URLs to scrape, terminating graph execution.\")\n",
        "        return \"END\"\n"
      ],
      "metadata": {
        "id": "VuCkbEA8VcsI"
      },
      "execution_count": 21,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "## Before we can run our agent, compile it"
      ],
      "metadata": {
        "id": "UC77hqeZVfAA"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "# Build the graph with configuration schema\n",
        "class ConfigSchema(TypedDict):\n",
        "    firecrawl_api_key: str\n",
        "\n",
        "builder = StateGraph(OverallState, input=InputState, config_schema=ConfigSchema)\n",
        "\n",
        "builder.add_node(\"first_node\", first_node)\n",
        "builder.add_node(\"get_sitemap\", get_sitemap)\n",
        "builder.add_node(\"scrape_manager\", scrape_manager)\n",
        "builder.add_node(\"scraper\", scraper)\n",
        "builder.add_node(\"evaluate\", evaluate)\n",
        "\n",
        "# Add edges between nodes\n",
        "builder.add_edge(START, \"first_node\")\n",
        "builder.add_edge(\"first_node\", \"get_sitemap\")\n",
        "builder.add_edge(\"get_sitemap\", \"scrape_manager\")\n",
        "\n",
        "# Add conditional edges from scrape_manager to scraper nodes\n",
        "builder.add_conditional_edges(\"scrape_manager\", continue_to_scraper, [\"scraper\"])\n",
        "\n",
        "builder.add_edge(\"scraper\", \"evaluate\")\n",
        "\n",
        "# Add conditional edge from evaluate node with explicit mapping\n",
        "builder.add_conditional_edges(\n",
        "    \"evaluate\",\n",
        "    evaluate_routing,\n",
        "    {\"END\": END, \"scrape_manager\": \"scrape_manager\"}\n",
        ")\n",
        "\n",
        "# Compile the graph\n",
        "graph = builder.compile()\n"
      ],
      "metadata": {
        "id": "u8r-c5S4ViZq"
      },
      "execution_count": 22,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "## For better understanding of what the heck is going on, see it"
      ],
      "metadata": {
        "id": "wqsLjw9-VktJ"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "LangGraph has built-in mermaid chart generator (neat!)\n",
        "\n",
        "You'll see how easy to understand it is once you see the chart (I promise)"
      ],
      "metadata": {
        "id": "C2smRs92VoTB"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "# Visualize the graph\n",
        "display(Image(graph.get_graph().draw_mermaid_png()))"
      ],
      "metadata": {
        "id": "RzOrG6mCVrRR",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 671
        },
        "outputId": "3a2102d3-7383-4beb-bc73-a63c7483959c"
      },
      "execution_count": 23,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/jpeg": "/9j/4AAQSkZJRgABAQAAAQABAAD/4gHYSUNDX1BST0ZJTEUAAQEAAAHIAAAAAAQwAABtbnRyUkdCIFhZWiAH4AABAAEAAAAAAABhY3NwAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQAA9tYAAQAAAADTLQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAlkZXNjAAAA8AAAACRyWFlaAAABFAAAABRnWFlaAAABKAAAABRiWFlaAAABPAAAABR3dHB0AAABUAAAABRyVFJDAAABZAAAAChnVFJDAAABZAAAAChiVFJDAAABZAAAAChjcHJ0AAABjAAAADxtbHVjAAAAAAAAAAEAAAAMZW5VUwAAAAgAAAAcAHMAUgBHAEJYWVogAAAAAAAAb6IAADj1AAADkFhZWiAAAAAAAABimQAAt4UAABjaWFlaIAAAAAAAACSgAAAPhAAAts9YWVogAAAAAAAA9tYAAQAAAADTLXBhcmEAAAAAAAQAAAACZmYAAPKnAAANWQAAE9AAAApbAAAAAAAAAABtbHVjAAAAAAAAAAEAAAAMZW5VUwAAACAAAAAcAEcAbwBvAGcAbABlACAASQBuAGMALgAgADIAMAAxADb/2wBDAAMCAgMCAgMDAwMEAwMEBQgFBQQEBQoHBwYIDAoMDAsKCwsNDhIQDQ4RDgsLEBYQERMUFRUVDA8XGBYUGBIUFRT/2wBDAQMEBAUEBQkFBQkUDQsNFBQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFBT/wAARCAKOAKkDASIAAhEBAxEB/8QAHQABAAIDAQEBAQAAAAAAAAAAAAUGBAcIAwIBCf/EAFcQAAEDBAADAgYJDwkHAgcAAAEAAgMEBQYRBxIhEzEUFSJBVpQIFhdRVWHR0tMjMjU2UlRxc3WRkpWys9QkNDdCcnSBk7QzQ0RTYqGxosEJJSZjgoOW/8QAGwEBAAMBAQEBAAAAAAAAAAAAAAECBAMFBgf/xAA5EQEAAQIBCAgFAwQCAwAAAAAAAQIRAxIUITFRUpHRBDNBYnGSocETYYGx0gUVUyIjQuEywkOy8P/aAAwDAQACEQMRAD8A/qmiIgIiICIo2+XoWeCPkhfV1k7+ypqWMgOlf+E9zQNkuPcAe86BtTTNU2gSPco6XJbRA8tkutFG4d7XVDAf/KivaTFePquSTG9Su07wSTpRxf8AS2LucPjk5nfGB0EjFiNigjDI7Lbo2Dua2ljAH+Gl2ycKnRMzPh/vknQ/fbVZPhig9aZ8qe2qyfDFB60z5V++1ay/BFB6sz5E9q1l+CKD1ZnyJ/Z+fonQ/PbVZPhig9aZ8qe2qyfDFB60z5V++1ay/BFB6sz5E9q1l+CKD1ZnyJ/Z+foaH57arJ8MUHrTPlT21WT4YoPWmfKv32rWX4IoPVmfIntWsvwRQerM+RP7Pz9DQ+4MitNTIGQ3Ojlee5rKhjj+YFSKiJcQsM7eWSyW6Rvfp9JGR/4Uf7UpLCO2xqXwMsH2Mnkd4HL17taJiPmDmdB3lrtaTJwqtFMzE/Pn/pGhZ0WBZbxDe6FtREySB4cY5aecASwSD65jwCRsfESCNEEggnPXCYmmbSgREUAiIgIiICIiAqxaCLvml7rXgOFs5LZB37YXMZNKR5vK54R/+pWdVnF2+B5HldI7mD31kVczbdAxyQRsB35/LhlH+C0YX/Gufl7wmO1ZkUff8htWKWme63u50dntlPy9tW19QyCGPmcGt5nvIaNucANnqSB51Tx7IThY46HErECe/pfqX6RZ0LtdbnTWS11lxrZRBR0kL6ieUgnkjY0ucdDr0AK0jkXsmaip4HZfnWOYZkNObdZxc7bLeaKKOCsjka4xzt1P5UbQOd7dteGa03ZAN5bxv4e37mt1nzXFL9dKlroqa1wXume+rkIPLEAHknmPTuPf3LSOOcF81uuL8UMepMck4d4nfsbkoLfjVdeI6+CC5SCUOlg7MuEEBDmgsGuvUMHcg2/S8Y7hFw9tOQVXD/LqiurHtg8U0dJTy1JPZ85mPLOY2RHR0XPB3oa2QDgV3sncUocEs2UmhvcsFzvftdFujod11NX7kaYJYS4EODoi3TS7qW62DtUPLsc4gZ9jGAi98OqyW02aofDe8Obe6UeMwKZrYZ+cSiN8TJec9k9wJ8klp1pQ2G8D8xs+O2K2uxKms0VFxPbkoo6Kthkp6a3Pje7yDtpPZl4jLeUElu2gjqgvV99kJklv4rYTj0PDvIW0N5ttdWVNJJHR+GMfFNHG3R8L5A1ocXv6kkSRcuzzgb4WneLdgyuh4q4NnGM44critVFcbbW22GthpZmtqOwcyVrpXNYQHQEOG9+UCAVZJeP/AAxp5HxVHEXEqeeMlskMl9pQ5jh0LSO06EHogvyLX59kJwsaSDxLw8Ed4N+pfpFeLfcKW70FNXUNTDW0VVE2eCpp5BJHLG4Atexw2HNIIII6EFBAP1aOIEIj02G80jzK0b6zwlga73tmN5BP/wBtvvdLOqxdB4Zn9ihZs+B0tTVSHXRvNyRsG/fO36/sH4lZ1oxdVE9tveYj0smewREWdAiIgIiICIiAoK/WupbXU15tsbZbhSsdC+nLuUVMDi0uZs9A8FoLCegOxsB7iJ1FeiqaJvCY0I213i35HSvdTyMnDDyTQSN1JC/v5JGHq1w94hZPi2jP/Cwf5Y+RYF4xK13ydtRUQPjrGjlbV0sz4JwPMO0YQ7XxE6+JR/tHkaA2PJr9G0ebwljv+7mE/wDddcnCq0xVbxj3jlCdCwMoKaNwcynia4dQQwAhZCq3tIn9Kb9/nxfRJ7SJ/Sm/f58X0SfDw9/0ktG1aUWsuJlnueKcOMrvdBlN5NfbbTV1tP280Rj7SOF72831MdNtG+o6KdoMOqamhp5X5TfueSNrjqaLWyN/8tPh4e/6SWjauCxjbqQkk0sJJ8/ZhV/2kT+lN+/z4vok9pE/pTfv8+L6JPh4e/6SWjasHi2k+9YP8sfIsS736jsEUbHh0tTIOWnoaZvNNMR5mM97u246a0dXFoBIi24O8kdrkl+mb9yaprP+7GA/91J2XF7Zj7pH0VNyzyDUlTNI6aeQd4DpXkvd5+8nvKZOFTpmb/8A23/SNDzx6zzUTquvrzG661zg6cxElkbG7EcTCdEtaCeuhzOc92m82hMoi41VTXN5QIiKoIiICIiAiIgIiICIiAiIgpPHEtHBXiAXEhox64bI79eDSfGP/IVrtP2KovxLP2Qqpxw37iuf65Qfa/cNcwBH82k799Pz9Fa7T9iqP8Sz9kIMtERAREQEREBERAREQEREBERAREQEREBERBR+OYB4J8QQXNYPa9cPKcNgfyaTqVbbT9iqL8Sz9kKpcdNe4lxC5iQ32u3DZA3/AMNJ5vOrbafsVRfiWfshBloiICIiAiIgIiICIiAiIgIiICKGyHIfExp6enp/DbjVF3YU/PyNIbrme92jysbzDZ0TsgAEkKCN8zA91BZB8XhUx1/j2a0UYFdcZUWiPnKbLsipHjzMPvGx+tTfRp48zD7xsfrU30a6ZrXtjjBZd0VI8eZh942P1qb6NPHmYfeNj9am+jTNa9scYLNS+zk481HBPhiab2ry32gyelrbTLWsqhC2hkfDyxlzTG8P5g550df7PXXfSy+xS491/shsDqMglxN2MWummbRUkkld4Q6rcxv1RwHZs5Wt20A9dkuHTl6+XG3h7euOfDa7YfeaSywU9a1roqqOeVz6aVp2yRoMfeD+cEjzqW4bY7feFuB2PE7NbrIy22mmbTxl1TNzPI6ue76n9c5xc4/G4pmte2OMFm20VI8eZh942P1qb6NPHmYfeNj9am+jTNa9scYLLuipHjzMPvGx+tTfRp48zD7xsfrU30aZrXtjjBZd0VJF9zBvU2+ySa/q+GTN38W+yOvzFWHHr+y/U0pMLqWrp39lU0sh2Yn6B6EdHNIIIcO8HzHYHOvArw4yp1fKblkqiIs6BERAREQEREFJvx3xHtw9601Gvi+rQ/IPzKTUZff6SLd+Saj99CpNer/hR4e8rT2CKDzLN7Jw/sput/rhQUXasgY7s3yvkkedNjZGwF73E9zWgnv6LztGeWS+XiC1UlVKbjNbY7uynmpZYneCyOLWPPO0cpLgRyHThrqAqXVWBEWDVXy30N0obbUVsENwrxIaWlfIBJOIwDIWN7yGgjZHdse+FIzkREBERARQ+MZdacyoqqrs9X4ZT01ZPQSv7N7OWeGQxys04AnTmkbHQ66EhTCgFH4cf/rHKR5uWkP+PI/5ApBR2HfbllP9ik/YerT1WJ4f9oTHauiIi8tAiIgIiICIiCk33+ki3fkmo/fQqTUZff6SLd+Saj99CpNer/hR4e8rT2NC+yjxODJb5wjbNcLtRCTLYqQ+LbjNS6a+lqXF47Nw1IDGAH/XNDngEBx3XOL10u+KZtxhjtuQXqGJvDR12giNymcykqg6pjEsDS7UTuWFh2zR3s95K6FyDEbTlNRZ5rpSeFS2iubcqF3aPZ2NQ1j2B/kkc3kyPGnbHXu2Ao7IOGGM5TXXisult8KqbvaDYa1/bys7WiLnuMWmuAb1lf5TdO8rv6DXKaVWm8l4b5lHwzxiusOQ5TkFTPJS12QU0V/kpq2vh7B3M2kkc4MgPO9rjGzkDw0Au331yqtuP8U+IfAe5W+/ZTLba21XmFlTNdqilreaARbbIY3tIlD+dryPrwwAlwaF0JlvCvGc4slttN4oJZ6K2ua+kEFZPTyQlrCwFskT2v8ArSR39QTtR914FYLeMZsdgnsEcVrsbi62x0k8tNJSkghxZLE9rxzAnm8ryt9dqJpkXxc15ZQXbLOIHGxhy3I7XBjtsoqq109ruclPFBO6jkeXlrSOYc0bfIO2HZJaSdraUlk4nU8joqDJMRhoWEtp458fq5ZGRjo0Of4cOYga2dDZ66CmLXw9t0YvVZcqaCovWQ0kNNe6mlMsUVX2cboxyRukd2beVzgAHb69SSNqZi40RgNyvfsgL7LFfcsveOU1txOyXGGKw1xoTNUVtO+WaqkLNF4a5gaGHbBo7b1Udw3zbJOPdXw7x+95Jc7JSyYrLfKyosdQaGou07Ks0rT2jNOazlb2pawjZlb5hpbtvvseuH+R0NnpK6wc8Npt7LVSmGtqIZBRsADYHvZI10sYA+tkLgepPUlZ2U8FMKzKhslJc7DF2VkbyWx1FNJRyUbOUN5I3wuY5rSGtBaDo6Gx0VcmRyri1zymmpsb4d4/WVckV1yXKJKmpkvT7ZVVxpas8sfhccMjmuPO6R3I0F3L3gbB6Y4H2DN8btF3o8xqo6mLw3ntbXXN9xqIacsbuOWodDEZNPDyCW704Ak62vWT2PXD6TEIMYOORizU9a+4wRNqZmyU9Q9xc6SKYP7SMkuP1rh0Ou7orRh2FWbALI202KjNFQtkdLyOmfM5z3HbnOe9znOJPeSSVNNMwJxR2HfbllP9ik/YepFR2HfbllP9ik/Yeus9VieH/aEx2roiIvLQIiICIiAiIgpN9/pIt35JqP30Kk0yix1dTWUd2trWS11IySF1NK8sbPE8tLm82jp4LGlpII+uadc3M2FN0v7Tr2nXJ3xtqqPX/eYL1aLYlFNpjRFtMxHbO1bWmkUJ42v/AKG3P1qj+nTxtf8A0NufrVH9OrfD70eanmWTaKE8bX/0NufrVH9Onja/+htz9ao/p0+H3o81PMsm0VVv+ZXLGLFcbxcsSulPbrdTSVdTN4RSO5Io2l73abMSdNBOgCVmQ3u+zxMlZh1zcx7Q5p8Ko+oPd/v0+H3o81PMsnkUJ42v/obc/WqP6dPG1/8AQ25+tUf06fD70eanmWTaKE8bX/0NufrVH9Onja/+htz9ao/p0+H3o81PMsm1HYd9uWU/2KT9h6xhdMgcdDDri0nuMlXSBo/DqYn/ALFT+K2KotYrayuMfjGvkbJMyFxdHEGtDWxtJ0ToAknQ2SToDQFMS1GHVEzGmLaJie2J7PA1J5EReWqIiICIiAiIgIiICIiAiIgpfGwc3BnPRrm3YK8a1vf8nk82jv8AMfwFWm0/Yqj/ABLP2Qqnxxbz8FeIDSC4HHrgNNGyf5NJ3Dzq2Wn7FUf4ln7IQZaIiAiIgIiICIiAiIgIiICIiAiIgIiICIiCj8cyBwS4glx0Bj1w2db/AOGk8x71bbT9iqL8Sz9kKqcb+Y8F8/5C8P8Aa/cOUxjbgfBpO741a7T9iqP8Sz9kIMtERAREQEREBERAREQEREBEXxNNHTQyTTSNiijaXvkeQGtA6kknuCD7RVd3FHD2HRyi077/AOeR9f8Auvz3VMO9KLT65H8q0Zvjbk8JWyZ2LSiq3uqYd6UWn1yP5U91TDvSi0+uR/KmbY25PCTJnYtKKre6ph3pRafXI/lT3VMO9KLT65H8qZtjbk8JMmdis+yNzLHcZ4Q5dRXu+Wy01NzsVxho6evq44X1ThTuBbE1zml529o037oe+FZ8CzzGs2tbRjuRWq/+CRRNqPFlbFU9iXN8kP5HHl3yu1vv0feXMns+sVxjjdwdFTZb5ba7J8eldWUNPBVMdJPG7Qmia0HqSGtcPPtgA71Z/YbY/hvAfglarZV5BaIshuP/AMwupNXHzNmeBqM9f6jeVuvf5j50zbG3J4SZM7HTiKre6ph3pRafXI/lT3VMO9KLT65H8qZtjbk8JMmdi0oqt7qmHelFp9cj+VPdUw70otPrkfypm2NuTwkyZ2LSiq3uqYd6UWn1yP5V9R8T8QmeGtye0Ek661sY+Ief3+iZvjbk8JRkzsWdF+NcHtDmkOaRsEHYIX6s6BERAREQFTM0La/KMftVQO0o3xVNc+Fw2ySSF0LY+YecNMxcAdjma097QRc1Sso/pDxz8mXD97RrX0XrfpP2lMa0kBoIiLQgREQEREBERAREQEREBfhAcCCAQehBX6iDDwB/g1Rf7XH5NHQ1jG00Q7omPhjeWN/6Q5ziB3AHQAACt6puDfbDl/8AfIP9NErks3Sutnwj7QtOsREWVUREQFSso/pDxz8mXD97Rq6qlZR/SHjn5MuH72jWvovW/Sr/ANZTCSVD4l8TKrCrnjlks9k9sOSZBNNHRUT6sUsIZDH2kskkpa7la0Fvc1xJcAAr4ufvZd9nRW3Dbs282/Ha233N74LpW1VTRui5oXNc1tRDDKIw4HThIzlcNDYOl2qm0Iecnst6e3YhTVt2stDZ8jq73W2SG0XC9xU0EUlIdTvnq5GtYxrT9yHk87AASSBBZh7J+8ZPwvuVdh1Nb4MgtWQWy2XDwW8Q1lL2U80fK6GoZG9sjZA7sz5LXM2862wA4XDfDbjxEwrFsnw2222x33ELxcI6fxnPUVduv8dQ1pqZ+3fG2ZwkcQRKWHT4yNEa1tHMeG+YcQ+Edws90kx605Q6up6+jNsbM6ijdTzxTRMkc4B79mMhzg0aDujenXn/AFTA2dYKm51lnpZrxQwWy5vbuekpao1Mcbtno2QsYXdNdeUKg8T+MFfhGY43itlxyO/Xq9w1FRC2rubLfCWw8nMxkjmO55TzjTAB0BJICy2cVDilLT0Wa0lTFkJYZJmY3ZrlcqMNLncnLMymIJ5QNg6IPm1pVHipbrp7IDEpbdi9qsldaJGTU9Q7MrbX2+ppagtb2VRTB8IcSwOJ2ANnWnjRV5nRoHzk+fZFQ8WMjoqe1zwV9HhUlzoIn3vdFM7tWhxkg7AhkrH8zRJzP21vd5XTAxP2QF1xH2OmMZlntFRtrrjTUEFBIy6RjxnNPE0tkme+OKOm35T3AlzWNa7qdAGz2vg5dafN6K5XC7MuVFHhLcXqKuRzvC6io7UOdOWkEacATvm3zHu86qdNwKzqu4R49idyuOPU10wuqoKrG7lS9tLFUupWvY3wuJzW8ofGeUhjna5nHfQA1/qHnB7MW3tx7LKme0W6tuuP0dPcDS2C/wAFypqmCWdsJ5KhjRyyNcerHtHe3R0diek43523M63Em8MoH3+G2tvMUYyJnYSUpe6PRk7DbZudvKGBrm955wNE/WY8Oc/4kcJ8rx69RYna7rcW07KJtqkqHQsDJWveZZXRhx3y9A1nTzk72LgzA7g3jpNmhmpvFb8bjs4h5ndv2zap8pdrl5eTlcBvm3vzedT/AFCoX32RU8XDnFM0sdht9VaL5SeFOkvuQ09pbTuIBEPNIHB8hJcABoeQdkbC+Kf2RtblPtCbhuKMvcuW2ipu0Qr7mKIUogdE17HkRSb6ykbbvq0dCDsVTEPY7Zpg1Jw/qKR2LXq52HHX2KeC7undTUsjpu0NTTaj25xGmuaQwkNA5h1Vds2CZxwqzjhFi9pdj9zyC12C+xNkrZZ4aWeA1NM5riWsc5j9OZtunAEEbPQqL1do6H4V8SGcS7HX1Elslst1tdwmtVzts0jZTTVMWi5oe3o9pa5jg4a2HDoFc1r/AIMcPLjw/sV4ffK6nuGQ366z3q5y0THMp2zShrRHEHeVyMZGxoLup0Se9bAXSNWkYGDfbDl/98g/00SuSpuDfbDl/wDfIP8ATRK5Lh0rrfpH2harWIiLIqIiICpWUf0h45+TLh+9o1dVTM0Dbfk1gu1Qezoo4qmhknJ0yN8zoSzm94ExFoJ0NuaO9wWvovW/SftKY1pBF+BwcAQQQeoI86/VoQIiICIiAiIgIiICIiAiL5e9sbC57g1o6lzjoBBhYN9sOX/3yD/TRK5KoYBH4TNfrrH5VHX1bH00nmmjZDGztG/9Jc12j1BADgSCFb1m6T1s+EfaFp1iIiyqiIiAviWJk8T4pWNkje0tcx42HA94I84X2iCsScMMOleXPxOyPcfObdCT+yvn3K8L9EbH+rofmq0otGcY2/PGVsqdqre5XhfojY/1dD81Pcrwv0Rsf6uh+arSiZxjb88ZMqdqre5XhfojY/1dD81Pcrwv0Rsf6uh+arSiZxjb88ZMqdrU/GLhvilu4RZxVUeN2iiq4LHXSw1MFDDHJC9tO8te12hykEAg7GiO8KzWzhdhsltpHOxOyOc6FhLjboSSeUf9K+ONxc3gvnxaeVwx+4EHr0Pg0nvdfzdVarT9iqP8Sz9kJnGNvzxkyp2oH3K8L9EbH+rofmp7leF+iNj/AFdD81WlEzjG354yZU7VW9yvC/RGx/q6H5qe5XhfojY/1dD81WlEzjG354yZU7VW9yvC/RGx/q6H5q9IeGWH08gfFitljeOoc23xAjz/AHKsqJnGNvzxkyp2vwANAAGgO4BfqIs6oiIgIiICIiAiIgIiICIiCkccWl3BXiAGx9qTj1wAj6+V/JpOnTr1+JWy0/Yqj/Es/ZCqfHJhk4KcQGhjpC7HrgORne7+TSdB8atlp+xVF+JZ+yEGWiIgIiICIiAiIgIiICIiAiIgIiICIiAiIgpPHBodwWz8ENIOP3AadvR/k0nfrr+bqrXafsVR/iWfshc2+z+4mZtww4OvqsZt1rr7FdGVFovb66GWSanjnj5I5IiyRob3yAlwcNlnTv3bPYf8S854vcI6bKs1oLTbW1khbbILXTyxc1Ozye0f2kr9lzgda10G+u0G8UREBERAREQEREBERAUVk98OP2h9UyHwid0kcEEJcWh8kjwxgJAOm7cCTo6AJ0dKVVR4l/Yi2flai/fNXfApivFppq1TKY1sF9tv9R5cuXV8Ep6uZRUlKyIH3miSKRwH4XE/GV8+Jr56a3n1eh/hlNovQy+7HljkXQnia+emt59Xof4ZPE189Nbz6vQ/wym0TL7seWOSboTxNfPTW8+r0P8ADJ4mvnprefV6H+GU2iZfdjyxyLoTxNfPTW8+r0P8Mnia+emt59Xof4ZTaJl92PLHIupeZcNX8QcXuOO5Dk92uVmuEXY1NLJDRNEjdg97acEEEAgggggELMsmGV2N2ahtVsyy7UduooWU9PTx09DyxxtAa1o/k3mACtCJl92PLHJF0J4mvnprefV6H+GTxNfPTW8+r0P8MptEy+7Hljkm6E8TXz01vPq9D/DJ4mvnprefV6H+GU2iZfdjyxyLoTxNfPTW8+r0P8Mnia+emt59Xof4ZTaJl92PLHIuhPE189Nbz6vQ/wAMvplDkVEe2gymrr5G9RT3Gnpuyk/6SYomOG/fBOu/R7jMomX3Y8sci6Sx68x5DZaO4xxuibURhxjd3sd3OafwEEf4KRVU4XfaNb/7c/756ta87GpijFqpjVEyidYqjxL+xFs/K1F++arcqjxL+xFs/K1F++ar9G66jxI1stEWvOP+MszHhLfLO+/02Miq7Bor62Ux0+xPGRFK4OaeSUgREAgkSaG+46Z0IbDRcXQ5Bj12oMNxGttVLhmDxZdWWnJ6e2XFz7XUVcdGJadjJ9t+oSvczyDy+U3lI85uvFLA8E8F4X43izKSPHpM8jZWUtprC6NshoKkviJa48gc3lBYNdHnp5XWmUOnEXHXHvFsWq7tk2O2qx4vjMOGY4yqjuN1lmjfH2xnkjbQQxyxtjcHhxM2yeZzW8rtLMtFPivEbiTw+quITrdc6es4X01Y912maIpZ3TRue88xALvKcd+bqeiZWmw65RcIU9fcsos3DnG6m9ULOHdder/BbKzJmT1NFXQQzat8U5bNEXjs+17MPfyu5W9Hco10x7HnC34Vj96p4sntWQ2ue4OkpaeyRvbSW4hjWyQRB88zgOdpdy8+mlztADopiq42ui0v7KC3w3e0cP6CpD3UtVmdsp5mRyOjL43mRr28zSCAWkg6PcStM5RwlxO3M9kiyjtEdJHjNtiuNjjgkexlrqPFpnMtO0HUTjIxriWgE613dEmq0js5FxLxvq6LiHR5NXTwWC13rFsTo6uS/wB6qZ/DZZ5ad08QoWMljbG4OOu18rmeQ3lcG6V7s2K2bjBxotPtso47/TVPDa11j4Z3OMMkr6mf6qWg8pcOZ3K4jbeY61tRlabDp9FxPZKul4mcOeE2KXyjslwr22Surze8wqJnU0MEFQINNjZLH202gw8znjka0nfUqPx290194fcE581ZUZzibqW80clspJu2fLUQ1HZ09Q+JzwZY2RtLA4k8hkYSQXAqMsdztc1420hw2RsHzjoV+riGsw+9Y7iXBfBb9U2ix2K5yXepqor619VQy1LpTNSU9U6GeISPEcj9c0ha57T9eQCpi7cLoaC38PrHUZPbsjx64cQozHSWDtYaShaKCpE1LGXTyuaxzmkuZz6HO8AAHSnKnYOxkUdj2O2vE7NTWmzUFPa7ZTAiGkpYwyOMElxDWjoOpJ/xUiugx+F32jW/+3P++erWqpwu+0a3/wBuf989WtZOk9fX4z90zrkVR4l/Yi2flai/fNVuVS4lDdntp8wu1FsnzfV2hT0brqPEjWylhXiy2/IrbNb7rQU1zoJxqWlrIWyxSDe9OY4EHqPOFmotSEHFgmNQ427HY8dtUePuBBtTaKIUpG96MXLy9/XuXzbsAxe0UdDSUGN2iipaCo8LpIKehijZTz8pb2sbQ0Bj+VzhzDR0SN9VPIosIa7YVj1/utFdLnYbZcbnRfzWtq6OOWaDrvyHuaS3r7xCpFw9j5it2z+jvlbaLPV2SkshtEGPT2qJ9NEfCO2EzQfJaR1Ggzzk78y2giWiRE3TErHe7GLLcbLb6+zBrWC3VVLHJThrfrR2bgW6Hm6dFCXPh4+O30FvxW+VOBW+kDx4JYKChEUnNrW2ywSButHXLy75jvfTVxRLCnWTh9UU8wfkWR1uaxxSx1FLFeqGhDaSdhJbNH2NPGQ8b6Ek682lOz4tZanxv21ooJfHEYiuXPTMPhrAzsw2bY+qDkPLp2+nTuUoiWEBW8P8XuNwoa+rxu0VVdQxCCkqZqCJ8tPGO5kbi3bW/ENBZVrxOx2OeGe3Wa32+aGlbQxyUtKyNzKdri5sLS0AiMEkhg6AknXVSqJYVur4aYhX2y326qxWyVNvt7zJR0k1uhdFTOJ2XRsLdMJPXYAVN4p8B6XPKW3QWkY5Z4qaonqpaa54vS3Snnll5eaQsfylr9t2XNcC7flb0NbWRLRI1xw84G2HCuGzcNuMFLk1tfUTVc0FfQxeCmSSQyFsdPosjjBPksHQK20mE47b6K3UdLYLXTUltm8JoYIaONkdLLpze0iaG6Y7TnDmbo6cffKmkS0QCIikY/C77Rrf/bn/AHz1a1VeFw1g1u+N0xBHnBmeQrUsnSevr8Z+6Z1yLDu1qp73b5qKqa4wya6scWuaQQWuaR1BBAIPmICzEXCJmmbxrQpb8byuHTIbzap429BJU2+QSEf9XLKGk++QAPiC+fEGYfClj9Qm+mV2Ra86xNkcI5LXUnxBmHwpY/UJvpk8QZh8KWP1Cb6ZXZEzrE2RwgupPiDMPhSx+oTfTJ4gzD4UsfqE30yuyg8mnrKlsdmt8tbQVtwil5brTUrZWULW8oc8l/kB/lgMaQ/bvKLHMY/TOsTZHCC6pUNPl90uE7KS643U0EHNFJVRQSucKhruV0XKJT9bo8xJBB6a79SfiDMPhSx+oTfTK5U9PFSwtihjbFG3uawaAXomdYmyOEF1J8QZh8KWP1Cb6ZPEGYfClj9Qm+mV2RM6xNkcILqT4gzD4UsfqE30y5v4y+y8reAvF2LDctpaSGgnpIqqK9UdFJK3leSDzRGYEAFrgSC49O7zLsZaA4/+w5xn2RHEfE8myG41UFJZ4H01XbadoHh8XNzxs7XYMYDi/m0CXB2gWHykzrE2Rwgus+BZJV8Ucchv2KZbjV8tMriwVFLRTHlcACWOaZg5jgCCWuAI2OnVWLxBmHwpY/UJvplmcPqagxy0x4tT0lut1VaYmdrSWm3mio9PLnCSGPXKGvPMSGudyu5mlxIJNqTOsTZHCC6k+IMw+FLH6hN9MniDMPhSx+oTfTK7ImdYmyOEF1J8QZh8KWP1Cb6ZfrcXyerPZVd7t9PTO6SOoKF7Zi3zhjnSuDT8fKfwedXVEzrE+XCORdj2+gp7XQwUdLGIaaBgjjYCTpoGh1PU/hKyERZJmZm8qiIigEREBERBh3a5RWmhfUSujB22OJkkrY+1lcQ2OMOcQOZ7i1o98uAWHjlodQQTVlVC2G7XAsqK5sdS+eNsvI1vJG5+vqbeXQAa0Hq7lBc7eB2sOSZjLAJrfWUVi5RNTPp+0ngrnta+N3ORphbC/em+URMNkDXNZ0BERAREQEREEPklHUy0sdbRGqkraAuqIaSnqRC2rcGOHYycwLS12+8jodEEa2pKknNVSwzGJ8BkYHmKXXOwkb5XaJGx3HRK9lW8XpY7Jdb1aaeipaGjbP4fA2Co53yGoc58z3RnrHubtT08l2yR15kFkREQEREBERAREQEREBEVX4j8S8d4S4tPkeVV0ltssD2Ry1UdJNUCMuOm8zYmOcBvpsjWyOvUIPXBa3xlbbhV+NIbu190rY2zQU/YiMRVD4exI1tzozGWFx+uLSe7Ssa0zwI9kpgXF+vrbBjmYsym90/hVxk7K0VNE2OldUns2kyRNaSxssTCd8zi0u1363MgIiICIiAiIgKu1MDKbiBb6ltNQNdV22eCWqfNy1ZMckToo2M/rx6kmc497SG/dnViVdv8LRlGLz+CUEzxPPD4RUy8k8LXQPcexH9cuMbQ5v3IJ/qoLEiIgIiICIiAqrW8QaaGplhobZc7w2JxY+aihZ2QcOhAfI9odo9Dy7AII7wQJnIqiSlx+5zxOLJY6WV7HDvBDCQVWcViZBjFojjbysbRwta0eYcgWzBw6ZpmuuL9iY1Xe/uiS+it+/Qp/pk90SX0Vv36FP8ATLNRaMnC3PWeabxsYXuiS+it+/Qp/plB5zcqLiFh94xq74ffZ7bdKV9LM0x0xIDhrmG5u8HRB8xAVpRMnC3PWeZeNjmX2GXBio9jRjl+F1x25XHIbrVnmq6RsDmtpWbETAXSAgnbnOHdsgdeXa6N90SX0Vv36FP9Ms1EycLc9Z5l42ML3RJfRW/foU/0ye6JL6K379Cn+mWaiZOFues8y8bGG3iG/fl4xfY2+dxjgdr/AAbKT+YKyWq60t6oYqyjl7aCTeiWlrgQdFrmkAtcCCC0gEEEEAhQ6wcIeW5DlkQ6Riqgk5fNzGnYCf8A0j8y54mHRNE1UxaY529zWuKIi89UVdymAyXfFJW0dBUmC6OcZayTlkpwaSoZzwfdSHm5NfcPkPmViVdy6mM9ZjTxSUFUYbo2TmrZOR0P1GVvPD91J5Wtfcuf7yCxIiICIiAiIgisq+1e8f3Ob9gqv419rlq/ukX7AVgyr7V7x/c5v2Cq/jX2uWr+6RfsBejg9TPj7LdiSReNbNJT0c8sMJqZY43OZC0gGRwGw0E92+5c6Yn7Ji+e5Xk2bZC3H6ye2QxNOM2ps9PcaGtklETKWqEzjol7mDtOVoPlEAgdUzEKukUWlcszTilw34W5jlWRtxGpqLban1tHTW2CqDY52jfZy88n1Rmv6zSwn3gvnLuIWeYdhFFdrvd8Ls1xuVVE2npqiirajs2OjLjCyOJ5kqpubX1gYOUOOuiZQ3Yi5woPZGZXkfD7FK21UFnpsiuOYuxOsNbBUilbytnJmjjcWSt32bHBj+o25p0eoycg9kdfuGkGY2jLbbbrhk9oNvNuks8c7Ka4NrZHRRExfVZGFj2P5mtLyQPJ2TpRlQOhkXNFN7I3M6GyZrJXWimr5LTjVZfKK7RY/dLbRtngbsU0zKtrS4u2HAseNhrujTpbl4X3HLr3j8N1yo2iF1fTwVNNRWqGUGmDmczmSSPeRIererWsA0eh71MVRIuSj8J+2fLfx9N+4apBR+E/bPlv4+m/cNV56qvw94WjVK5oiLy1RV3L6Xwmox13gVFWdldI5Oasl7Mw/U5B2kX3Ug3oN95zveViVdy+lNTPjxFDRVvZXSOTdZLyGDTJB2kf3Ug3oN94n3kFiREQEREBERBFZV9q94/uc37BVfxr7XLV/dIv2ArBlX2r3j+5zfsFV/GvtctX90i/YC9HB6mfH2W7GfOx8kMjY39lI5pDX63ynXQ6860ZN7GGbLKrIazO8ukySuutlbY21NBbY7c+KJszZ2TO5XOD5myMY4O6NGiA3RK3simYidarTt24NZnluBZPi+T8R2Xinu1sfboZo7DHTmBzv988NlJkfrpoFjep6BT3EHhXW5VccRvNmvzLFf8AGnTeC1VRQisheyaIRytdEXsOyANODgR17wStiIotA5hzTgdk+KWjFqCzX+rvNwrOIkd/luxtLZHUJkpp+2llYw8hj7Q735AAkDd70VcZfYztyGzZW7K8pq71lGQSUkpvtJTMo/ATSu56UU8QLgwMeS47cS7mOyt2ooyYGrKjhXl+RYFmGOZVn0d7N9tUtsgngskdKyk543sdKWNkJkcecEjnaPJGg3ZWxrJbfE1lt9v7TtvBKeODtOXl5uVobvWzreu5ZqK1rAo/Cftny38fTfuGqQUfhP2z5b+Ppv3DVaeqr8PeFo1SuaIi8tUVdy+jNZPjxFuprh2N0jlLqmbszTaZIO1Z908b0G+84+8rEq7l1F4bV42Tbae4iG6Ml556jsjTail+rMH9dw3y8vvPJ8yCxIiICIiAiIgx7jRNuNvqqR5LWTxOicR3gOBH/ute0V/jxigprZeYamkrKWNsLnspZZIpeUAB7HtaWkHW9d43ogFbKRacLGjDiaaovHDmmJ2tde3+yffFR6lP8xPb/ZPvio9Sn+Ytiou+cYW5PGPxToa69v8AZPvio9Sn+Ynt/sn3xUepT/MWxUTOMLcnjH4mhrWm4lY7WxGSnrpJ4w90ZfFSzOAc1xa5uwzvDgQR5iCF6+3+yffFR6lP8xffAprW4LWhpJHtjv8Aveu/xxWb7vjWwkzjC3J4x+Joa69v9k++Kj1Kf5ie3+yffFR6lP8AMWxUTOMLcnjH4mhrxueWaRwayWqkce5rKCdxP4AGbKnMJtlTA663SqhdSyXOdksdPJ9fHG2NrG8/vOOi7Xm5gD1BVnRc68eJpmmim19em/tCL7BERY0CrmV0YrLtim6ClrRDdDL2lRP2b6bVLUASxN/3j9kM5fuXud/VVjVcv9J4XlWLk2+lqm001RUiomm5ZaV3YOjDo2f1yRK5h94OPvhBY0REBERAREQEREBERAREQa+4KkR4/kFLrlNNk96BbsHXaV803mHnEoPv9fOtgrX3D8ttHELiJZHba+Stpr3A1zt/UainZESOnd21LUe/3rYKAiIgIiICIiAq7PSmr4gUc7qCjkbRW2YMrXS7qYnTSx7Y1nmY4Q7Lj52ADzqxKuY3Ttqr/kV3NNbw6aeOhgrKOXtJZ4IGnyZj3NcyeSqbyDu7z1cQAsaIiAiIgIiICIiAiIgIiINecSNYff7RnzdNordFJQXtx3plvkIcZz+JkYx5J6NjdOVsPvXxNDHURPilY2WJ7S17HjbXA9CCPOFQ8Skfw9vMGG1j3Gz1Bd7XauV+zyNa57qBxPUviY1zmHvdE072YnucF/REQEREBERBF5LdxZbPPO2opKeqk1BSeHSFkUlTIQyFjiAT5T3Nb0BPXoCvvH7THY7NS0bIKWncxpdK2ii7KEyuJdI5rdkjme5zupJ69ST1UfTy+2LITPFUl1ttT5Kd9NLQ6ElVphErJX94Y0vZ5A1zOeC4lpaLCgIiICIiAiIgIiICIiAiLXRp483rbnPcjJNSU9ZLR01I2V7ImtjcWOc5oIDnOcHHZ3ocoGupOjCwviXmZtEJiGxVqb2T9fk9u4RXKXEcPlzK984MFPT1XYzUT2tc6OrjABdI6ORsZEbNOdvvA2pT3PMd+C4/03fKnueY78Fx/pu+VaM3wt+eEfkaHKP/AMODi1lWW8QeKdnza4V9ZkFW+K7zR3DbHRytPYy6j0Azp2LOUAANjY0ABoA7zWsxwuxQVhqxZKYVRZ2ZnAPOW73y82966Dp8S9/c8x34Lj/Td8qZvhb88I/I0Niotde55jvwXH+m75U9zzHfguP9N3ypm+Fvzwj8jQ2KoS/1c1U7xPQvcKqpYWzz09THHNQwva8CcNcHEnmaQ3ySC4degKqvueY78Fx/pu+VfDOG2MxyPkbaIGvk1zuBcC7Q0NnfVM3wt+eEfkaGwaGjjt1FT0sRkdFBG2JhmldK8gDQLnvJc49OrnEknqSSvda69zzHfguP9N3yp7nmO/Bcf6bvlTN8LfnhH5GhsVFQKBoxHIbPT0T5G2+5zvpZaWSRz2seIpJWyM2Tyn6mWkDoQ4dOiv6zYuF8KYtN4kmBERcECIiAiIgIiIC17h383u/5Yr/9TIthLXuHfze7/liv/wBTIt/R+rr+nunsT6IqFl/HXBsEvclpvd+bSV0LGyVDWU00zKVrvrXTyRscyEEdQZC3p17leZtrQvqKsU/EzGak5KI7tGRjkbZro5zHtbTxuh7Zsmy3T2GPyg5mwdHrsEKuXX2R/Duxy25lwv7qMV9NBWRSzUFS2NkMwBifK8x8sPNsf7QtI8+kvA2Ui12/iZPR8YMgxusbTRWG141T3x1U2N5mDnz1DJNkEgtDYWkAN3vfU9Ap2PiXjctBiday5bpsqMYs7+wl/lRfC6dnTl2zcbXO8vl7td/RLwLOioWP8dsGyjLfazbr52l6c6VkdPNSTwtndHvtBFJIxrJS3RJDHHQBPmUPwj9kFZuKk+SxNpqu1us9dVwl9XR1MULqaB4Z2rpZYmMY472Yiedo3sdCVF4G1UVDw/jpg+eXplpsl9bVV8sbpYI5aaaAVLG/XPgdIxrZmje9xlw117lfFMTfUIS+fbFh35Wd/o6lX5UG+fbFh35Wd/o6lX5c+laqPD3ladUCIiwqiIiAiIgIiIC17h383u/5Yr/9TIthLXuHfze7/liv/wBTIt/R+rr+nunsT65LuOEjGc94jUmV45xEvdNkN1fcbfUYjW1woqynlhjYYJmQTMjY9nIWEy6Bby9dALrRFaYuhzhxU4GXA5Li1qxKlfDil9t1Pi2RtD3OMNBSuE0Ty4kkl0TKin5nE/7dvXelXfZA2fKspuHEnHqm2ZlXUstqZT4nQY6ySK2Sh1N9UdUyRlrHOEvMDHK7XK1oa1xPXrFFE0jnSlsd6rOJAmNjujKLKOHdPaoK6Wle2Olq4/CHuiqd+VC7UzdcwGztvf0Vexqovl0oPY+Y97TMloavFKmCC8VNbbJIqamfDbZoP9oRp7HO7pGbZ3AkFwB6sRMkcb2Ohy+95Twyu+Q2jPK3K7fkna5BLWQTNtVE17J4QKaIHszGDIz6rG12mBxe4bVnGMZDdMJ42cNI7Ld6C9325Xi4W25SUjxbqmGoIfE0VP1gLuYsLSdjrsLqFFGSOdeDeO2G+ZNjlTV4nxGtt+sdO+dsmUV1fLQUU5j7F7IjPM6OQubI8NMYI5R1I6BdFIivEWEJfPtiw78rO/0dSr8qDfPtiw78rO/0dSr8ufStVHh7ytOqBERYVRERAREQEREBa+xJpi8eQO6SxXesL2nvbzymRv52SMP4CFsFQd7w+ivdSKozVVDWcoY6oopzE57RvQcO52tnWwdbOtbK1YGJTRemrVKY2PBFh+5xH6Q331pvzE9ziP0hvvrTfmLTl4O/6JtG1mIsP3OI/SG++tN+YnucR+kN99ab8xMvB3/QtG1mIq1meGxWLD77cnZhebS2joJ6g18zxOymDI3O7V0bWgvDdcxaDs60O9SlNw8jlpon+2S+SczA7nFS0B3Tv1ydEy8Hf9C0bUiiw/c4j9Ib76035ie5xH6Q331pvzEy8Hf9C0bWYiw/c4j9Ib76035ie5xH6Q331pvzEy8Hf9C0bWBeB22UYfEzrI24yTFo8zG0k4Lvwbe0fhcPfV+UNY8Vo7DLLPG+eqq5G8jqqrlMsnLvfKCfrRs70AAplZcfEprmIp1RFvWZ90SIiLMgREQEREBERAREQEREBERBBZ5WNt2D5FVvupsTYLdUSm6CDtzRhsTj23Z6PPya5uXXXWvOpekdz0sLhJ2oLGntNa5unfrzbURnlf4rwfIq0XbxAaa3VE3jbwfwjwLlice37L/ecmubl8/LrzqXpH9pSwu7TtuZjT2mtc3Tv15toPZERAREQEREBERAREQEREBERAREQEREGBd6+S3wsfG1ri52jzfgUT7Zan/lxfmPyrMyb+axf2//AGXFGYYxj2S+yY4gsv3DOu4iCOis4ifRthIoeaObmLu0lj+v0Preb/Znu6bDsK536sqbbVwxyto3yRPY2pjYHOiJBAeA7bSR36cCOnUFZEeSVTWNBbE4gAcxaevx965Mzee58KeO9HNiVNyY1YcMgdcbFTMLu0oW1czC6Ju+skId2jR3uDXtH1yp1+baM7sd+YTBd7DeOMFqadHmiqaeWGiB7u9rmu/MUHcvtlqf+XF+Y/Kpq11b62kbK8NDiSNN7lyvjOPUXB/2QdrxXFxJRYxkFjqa2ezCV74KWogljDZomuJ7PnbIWlrdAloOthdQ4/8AY1v9o/8AlBJIiICIiAiIgIiICIiAiIgIiICIiCGyb+axf2//AGWgL5wgzBnEnIssxTPKPHvHkFHBU0dXYRW68Ha9rCHmdmt9o7pr3l0fXUEdwjayRzmhp2OUhYXtapf+ZN+cfIg05aOHVdQZ3Fl9zvsdwuLcdjslQI6HsWSyNmdK6oA53coJdrs+uvuiqTX+xcpKHGrjasSvbcbE+WQZbSOfQCpjpJo2xfUhH2jNsL4uYdRoO5daG10Fl9BTWHE71c/D2W/wKinqfC6thlhg5I3O53sbpzmt1shpBIBAO1J02PUs1PFJ20j+ZgdzNIAOx3gaQaZwDhLU43llfl2R5FNlmWVdK23itfSspYaala7n7KGFpPKC7ynEucSQOq3dj/2Nb/aP/leftapf+ZN+cfIs+jpGUUAiYXFoJO3d6D3REQEREBERAREQEREBERAREQEREBERBBZ3WutuD5DVtuUVmdT26olFymh7ZlIWxOPauj/rhmuYt8+tKXpHc9LC7nEu2NPOBoO6d+vMuffZn+ySvPsccJoKy1YybwLyKmiFzNUImW2o7MGF7ozE8S7293KS0fUtdd9J32KnH+7eyNwWryatxEYtQRVApaV5uHhJrHNH1R4HZR8rQS0DW9nmHTl6hutERAREQEREBERAREQEREBERARFH5Be6fG7JW3OqJ7CliMjg3vdruaPjJ0B8ZVqaZqmKadcjEynMbXh1G2e5TlrpNiGniaXyzEd4a0dT3jZ6AbGyFrav463SSRwt9gp4ot+S+trDzke+WsYQP0iqFXXGsvtymutzeJLhUAc2jtsTR9bEz3mN2de+SXHq4k+S+36N+j4GHTHxoyqvT6WL2Xf3bsl+CbV/ny/NT3bsl+CbV/ny/NVIRbv27of8cevMyn5xpudbxw4cXbD71arZFS1zQWVMUrzJTytO2SN23vBH+IJHnUrw6zK48MMGsmK2Wy2qO22qmbTxc00nM/XVz3eT9c5xc4/G4qLRP27of8AHHrzMpd/duyX4JtX+fL81PduyX4JtX+fL81UCC5UdTW1NHDVQS1dKGGenZIDJEHAlvO0HbdgEjffpZCj9u6HP/jj15mU2LQcdq6KQeMsfY+H+tJb6rmeP/we1oP6S2ZjuT2zK6Dwy2VTaiIO5Ht0WvidrfK9p6tOiDojuIPcQubll2bIazELoy70IdI+MAVFM06FVEN7YfNsbJafM74i4HB0r9HwcSiZwIyavSeJe7ptF4UNdBc6KnrKWVs1NURtlikb3PY4baR+EEL3XxMxMTaQREUAiIgIiICIiAtecdZXsweOMf7OavpmSe9oSBw/9TWrYarvEHG5MsxC4W6AhtU5rZack6HascHsBPmBc0A/EStfQ66cLpGHXVqiYTGtz2i+IZDKzbmOie0lj43jTo3gkOa4eYgggjzEFVu73TL6e4zR2zHbTW0LddnPU3mSCR/Qb2wUzwOux9ce7fxL9LqqimLzz+yizrUvE3N8jbn1HieOx3KMttvjSpqLTTUs9QWmUxsYBUyNY1u2uJOnHq0DXUqz+Os+9E7F/wD0Mv8ABrGunD+TOJLfeLqajFMlo2yQx1eP3DtHiFxBMbnviAe0kA8rmdCOhWXFmcWnJw7xP1j1mBTYMn4g1ldhVkuVS/G6651VxgqKh9JTvmmgijEkUvIHSMjkI6EAuaDvoRoLzi4jZU+hGNRXKF+QS5TPj8d7mpmeRBHCJzMYhphk5DygaDSeuvMtkwcPKKKuxmslr7jWVVg8IME1VOJHzGZpa8yuLdu6HprWvwdFG3Lg1ZLnQ3OB9TcIZq28G+MrIJwyekquRrOaFwb0AazWnB31x3vzcJwcaI0VTx7LR63vpEDwot1wtfFTiPTXO7PvVU2O2brJIGQveOyl0C1gDdju2APwLbK19bMFuGAVdzudidUZTdbsYG1kl/uYh02JrgwtdHTu6+VojQHva8+eL1nujvFLGDrprIJf4Rd8GfhUZNUTe87Z1zM6xckVdsVyyqqrwy72G12+j5STNSXZ9S/m8w5DTsGvj5v8FYHtnmdHBSReEVs7hFTwg655D3D8HnJ8wBPmWqKomL/fR9zW3lwYmfNw0s3Od9n20LP7DJnsZ/6WhXZRWK2FmMY3bbTG/tRR07IjIRoyOA8p5+MnZ/xUqvzHpFdOJjV106pmZ9V51iIizoEREBERAREQEREGvc/4VtyKokudoliors4fVI5RqCp13F+gS12unOAenQh2m61XX4tklqkLKrHLiSD0fSMFS1w98dmSfzgH4l0si9ro36tj9HpiibVRG3mnxcveLbv6O3z9WzfNTxbd/R2+fq2b5q6hRbv32v8AjjjJocveLbv6O3z9WzfNTxbd/R2+fq2b5q6hRP32v+OOMmhy94tu/o7fP1bN81PFt39Hb5+rZvmrqFE/fa/444yaHNtvw7J7vKI6XHquLZ0Za/VNG34zzHm1/ZaT8S21gPDKDE3+H1srK+8Oby9q1mo4Ae9sYPXr53HqfiHRXhFg6V+qY/SacjRTHy7TwERF4yBERAREQf/Z\n",
            "text/plain": [
              "<IPython.core.display.Image object>"
            ]
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "## Run this baby"
      ],
      "metadata": {
        "id": "vpTQqxtJV3ls"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "This is the moment of truth. We shall now run it.\n",
        "\n",
        "Our agent is given a task to find out which page has info on \"Shelburne Parka\" but we're just going to give it the generic root domain from canadagoose.com (it's a clothing company. I'm too poor to own anything from them)\n",
        "\n",
        "You can imagine how flexible this could be: here, we're looking for an exact keyword match, but you can always swap for an LLM and do extraction here!"
      ],
      "metadata": {
        "id": "y0ytt0PLV4-s"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "config = {\"configurable\": {\"firecrawl_api_key\": FIRECRAWL_API_KEY}, \"recursion_limit\": 50}\n",
        "\n",
        "input_state = {\n",
        "    \"url\": \"https://www.canadagoose.com/\",\n",
        "    \"keyword\": \"Lodge Coach Jacket Black Label\"\n",
        "}\n",
        "\n",
        "result = graph.invoke(input_state, config=config)\n"
      ],
      "metadata": {
        "id": "--9emSuGV7pz",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "cfe5b0f5-4692-415a-da20-03edea8ba0eb"
      },
      "execution_count": 24,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "2024-10-25 02:22:23,024 - INFO - Executing node: first_node\n",
            "2024-10-25 02:22:23,028 - INFO - Executing node: get_sitemap\n",
            "2024-10-25 02:22:30,204 - INFO - Map result: {'success': True, 'links': ['https://www.canadagoose.com', 'https://www.canadagoose.com/fi/en_FI/shop', 'https://www.canadagoose.com/fi/en_FI/shop/shop', 'https://www.canadagoose.com/ie/en/shop/shop', 'https://www.canadagoose.com/ma/en_MA/shop/men', 'https://www.canadagoose.com/br/en_BR/shop/men', 'https://www.canadagoose.com/au/en_AU/home-page', 'https://www.canadagoose.com/yd/en_YD/shop/shop', 'https://www.canadagoose.com/pl/en_PL/home-page', 'https://www.canadagoose.com/yg/en_YG/home-page', 'https://www.canadagoose.com/at/de/home-page', 'https://www.canadagoose.com/fr/en/home-page', 'https://www.canadagoose.com/lu/en/shop/shop', 'https://www.canadagoose.com/ca/en/shop/shop', 'https://www.canadagoose.com/sa/en_SA/home-page', 'https://www.canadagoose.com/de/en/shop/shop', 'https://www.canadagoose.com/pt/en_PT/shop/men', 'https://www.canadagoose.com/gr/en_GR/home-page', 'https://www.canadagoose.com/pk/en_PK/shop/shop', 'https://www.canadagoose.com/cn/zh_CN/773289802350.html', 'https://www.canadagoose.com/es/en_ES/shop/shop', 'https://www.canadagoose.com/is/en_IS/shop/men', 'https://www.canadagoose.com/bg/en_BG/shop/shop', 'https://www.canadagoose.com/ca/fr/home-page', 'https://www.canadagoose.com/lv/en_LV/shop/shop', 'https://www.canadagoose.com/se/en/home-page', 'https://www.canadagoose.com/se/en/shop/shop', 'https://www.canadagoose.com/eg/en_EG/shop/men', 'https://www.canadagoose.com/bg/en_BG/home-page', 'https://www.canadagoose.com/be/fr/shop/shop', 'https://www.canadagoose.com/is/en_IS/shop/shop', 'https://www.canadagoose.com/cn/zh/juunj.html', 'https://www.canadagoose.com/fr/fr/home-page', 'https://www.canadagoose.com/eg/en_EG/home-page', 'https://www.canadagoose.com/uk/en/home-page', 'https://www.canadagoose.com/cn/en/home-page', 'https://www.canadagoose.com/ae/en_AE/shop/shop', 'https://www.canadagoose.com/pl/en_PL/shop/shop', 'https://www.canadagoose.com/ca/en/home-page', 'https://www.canadagoose.com/th/en_TH/shop/shop', 'https://www.canadagoose.com/cn/en/773289802565.html', 'https://www.canadagoose.com/th/en_TH/home-page', 'https://www.canadagoose.com/lu/en/home-page', 'https://www.canadagoose.com/np/en_NP/shop/shop', 'https://www.canadagoose.com/es/en_ES/home-page', 'https://www.canadagoose.com/ie/en/home-page', 'https://www.canadagoose.com/vn/en_VN/home-page', 'https://www.canadagoose.com/it/en/shop/shop', 'https://www.canadagoose.com/sk/en_SK/shop/shop', 'https://www.canadagoose.com/rs/en_RS/home-page', 'https://www.canadagoose.com/be/en/home-page', 'https://www.canadagoose.com/fi/en_FI/home-page', 'https://www.canadagoose.com/cn/en/801688629886.html', 'https://www.canadagoose.com/cn/zh/628343815626.html', 'https://www.canadagoose.com/si/en_SI/home-page', 'https://www.canadagoose.com/cn/zh_CN/628343815626.html', 'https://www.canadagoose.com/pt/en_PT/home-page', 'https://www.canadagoose.com/de/en/home-page', 'https://www.canadagoose.com/cn/zh/%E9%80%89%E8%B4%AD/%E7%94%B7%E8%A3%85', 'https://www.canadagoose.com/cn/zh/careers/careers.html', 'https://www.canadagoose.com/ca/zh/careers/careers.html', 'https://www.canadagoose.com/yd/en_YD/counterfeit/counterfeit.html', 'https://www.canadagoose.com/fr/fr/chicago-store.html', 'https://www.canadagoose.com/fr/fr/montreal-store.html', 'https://www.canadagoose.com/it/it/careers/careers.html', 'https://www.canadagoose.com/cn/zh/%E7%94%B5%E5%BD%B1/film.html', 'https://www.canadagoose.com/cn/zh/frankfurt-store.html', 'https://www.canadagoose.com/ca/zh/paris-store.html', 'https://www.canadagoose.com/de/de/munich-store.html', 'https://www.canadagoose.com/cn/zh/london-store.html', 'https://www.canadagoose.com/be/fr/montreal-store.html', 'https://www.canadagoose.com/ca/fr/project-atigi.html', 'https://www.canadagoose.com/ch-de/de_CH/home-page', 'https://www.canadagoose.com/ca/zh/banff-store.html', 'https://www.canadagoose.com/cn/zh/changchun-store.html', 'https://www.canadagoose.com/ca/zh/montreal-store.html', 'https://www.canadagoose.com/ca/en/manchester-store.html', 'https://www.canadagoose.com/cn/zh/%E9%80%89%E8%B4%AD/%E5%A5%B3%E8%A3%85', 'https://www.canadagoose.com/hr/en_HR/careers/careers.html', 'https://www.canadagoose.com/be/fr/paris-store.html', 'https://www.canadagoose.com/at/en/counterfeit/counterfeit.html', 'https://www.canadagoose.com/fr/en/careers/careers.html', 'https://www.canadagoose.com/ca/zh/ottawa-store.html', 'https://www.canadagoose.com/uk/en/paris-store.html', 'https://www.canadagoose.com/ca/en/collaboration-main.html', 'https://www.canadagoose.com/cn/en/shop/medicom-bearbrick', 'https://www.canadagoose.com/cn/zh/faq/faq.html', 'https://www.canadagoose.com/fr/fr/careers/careers.html', 'https://www.canadagoose.com/de/en/careers/careers.html', 'https://www.canadagoose.com/cn/zh/project-atigi.html', 'https://www.canadagoose.com/it/en/fusion-fit.html', 'https://www.canadagoose.com/np/en_NP/fusion-fit.html', 'https://www.canadagoose.com/de/en/berlin-store.html', 'https://www.canadagoose.com/nl/en/personalization/personalization.html', 'https://www.canadagoose.com/cn/en/shop/men/outerwear', 'https://www.canadagoose.com/be/en/paris-store.html', 'https://www.canadagoose.com/cn/en/counterfeit/counterfeit.html', 'https://www.canadagoose.com/be/fr/ottawa-store.html', 'https://www.canadagoose.com/it/it/milan-store.html', 'https://www.canadagoose.com/be/fr/dublin-store.html', 'https://www.canadagoose.com/us/en/collaboration-main.html', 'https://www.canadagoose.com/pl/en_PL/berlin-store.html', 'https://www.canadagoose.com/us/en/hawaii-store.html', 'https://www.canadagoose.com/fr/en/collaboration-main.html', 'https://www.canadagoose.com/ca/en/banff-store.html', 'https://www.canadagoose.com/nl/en/collaboration-main.html', 'https://www.canadagoose.com/nl/en/fusion-fit.html', 'https://www.canadagoose.com/ca/en/berlin-store.html', 'https://www.canadagoose.com/us/en/boston-store.html', 'https://www.canadagoose.com/be/en/berlin-store.html', 'https://www.canadagoose.com/cn/zh/calgary-store.html', 'https://www.canadagoose.com/it/en/milan-store.html', 'https://www.canadagoose.com/us/en/minneapolis-store.html', 'https://www.canadagoose.com/us/en/personalization/personalization.html', 'https://www.canadagoose.com/ca/en/montreal-store.html', 'https://www.canadagoose.com/ca/fr/london-store.html', 'https://www.canadagoose.com/ca/en/munich-store.html', 'https://www.canadagoose.com/au/en_AU/warranty/warranty.html', 'https://www.canadagoose.com/uk/en/faq/faq.html', 'https://www.canadagoose.com/nl/en/careers/careers.html', 'https://www.canadagoose.com/ca/en/paris-store.html', 'https://www.canadagoose.com/us/en/faq/faq.html', 'https://www.canadagoose.com/ee/en_EE/counterfeit/counterfeit.html', 'https://www.canadagoose.com/ca/en/frankfurt-store.html', 'https://www.canadagoose.com/ca/fr/ottawa-store.html', 'https://www.canadagoose.com/cn/zh/collaboration-main.html', 'https://www.canadagoose.com/es/en_ES/paris-store.html', 'https://www.canadagoose.com/ca/zh/milan-store.html', 'https://www.canadagoose.com/cn/zh/fdny-thebravest.html', 'https://www.canadagoose.com/be/en/milan-store.html', 'https://www.canadagoose.com/it/it/faq/faq.html', 'https://www.canadagoose.com/ca/fr/collaboration-main.html', 'https://www.canadagoose.com/ca/fr/counterfeit/counterfeit.html', 'https://www.canadagoose.com/ch/en_CH/careers/careers.html', 'https://www.canadagoose.com/ca/en/milan-store.html', 'https://www.canadagoose.com/cn/zh/nba-collection.html', 'https://www.canadagoose.com/de/de/montreal-store.html', 'https://www.canadagoose.com/ca/zh/vancouver-store.html', 'https://www.canadagoose.com/ca/en/film/film.html', 'https://www.canadagoose.com/ca/en/edmonton-store.html', 'https://www.canadagoose.com/nl/en/faq/faq.html', 'https://www.canadagoose.com/se/en/paris-store.html', 'https://www.canadagoose.com/ca/en/fusion-fit.html', 'https://www.canadagoose.com/be/fr/faq/faq.html', 'https://www.canadagoose.com/it/en/careers/careers.html', 'https://www.canadagoose.com/ie/en/return-policy/returns.html', 'https://www.canadagoose.com/th/en_TH/taiwan-skm-store.html', 'https://www.canadagoose.com/au/en_AU/crofton-puffer-2252M.html', 'https://www.canadagoose.com/nl/en/shop/men/shop-mens', 'https://www.canadagoose.com/ca/zh/new-york-store.html', 'https://www.canadagoose.com/cn/zh/%E9%9E%8B%E5%B1%A5/footwear.html', 'https://www.canadagoose.com/be/en/shop/men/shop-mens', 'https://www.canadagoose.com/cn/en/shanghai-iapm-store.html', 'https://www.canadagoose.com/ca/zh/harbour-city-store.html', 'https://www.canadagoose.com/ca/zh/amsterdam-pop-up.html', 'https://www.canadagoose.com/au/en_AU/chelsea-parka-3804W.html', 'https://www.canadagoose.com/fr/fr/new-york-store.html', 'https://www.canadagoose.com/de/de/polar-bears-international.html', 'https://www.canadagoose.com/uk/en/shop/women/shop-womens', 'https://www.canadagoose.com/au/en_AU/huron-pant-7402M.html', 'https://www.canadagoose.com/de/de/pr/bauchtasche-8833U.html', 'https://www.canadagoose.com/cn/en/shop/men/outerwear/vests', 'https://www.canadagoose.com/de/de/shop/herren/shop-mens', 'https://www.canadagoose.com/au/en_AU/cypress-puffer-2239L.html', 'https://www.canadagoose.com/cn/zh/alliston-%E5%A4%96%E5%A5%97-5077L.html', 'https://www.canadagoose.com/de/de/new-york-store.html', 'https://www.canadagoose.com/ch/en_CH/shop/men/shop-mens', 'https://www.canadagoose.com/cn/zh/%E9%80%89%E8%B4%AD/%E7%AB%A5%E8%A3%85/%E6%96%B0%E5%93%81', 'https://www.canadagoose.com/be/fr/shop/femmes/shop-womens', 'https://www.canadagoose.com/ca/zh/%E4%BF%9D%E4%BF%AE/warranty-faq.html', 'https://www.canadagoose.com/au/en_AU/faber-bomber-2441M.html', 'https://www.canadagoose.com/ca/en/shop/men/shop-mens', 'https://www.canadagoose.com/th/en_TH/shop/men/shop-mens', 'https://www.canadagoose.com/ca/zh/new-jersey-store.html', 'https://www.canadagoose.com/fr/en/shop/men/shop-mens', 'https://www.canadagoose.com/ca/en/polar-bears-international.html', 'https://www.canadagoose.com/au/en_AU/lawrence-puffer-2801M.html', 'https://www.canadagoose.com/au/en_AU/faber-hoody-2440M.html', 'https://www.canadagoose.com/ca/en/return-policy/returns.html', 'https://www.canadagoose.com/cn/zh/xian-skp-store.html', 'https://www.canadagoose.com/au/en_AU/marlow-coat-3902W.html', 'https://www.canadagoose.com/ca/fr/polar-bears-international.html', 'https://www.canadagoose.com/ca/zh/wynn-las-vegas.html', 'https://www.canadagoose.com/us/en/anchorage/anchorage-store.html', 'https://www.canadagoose.com/fr/en/shop/women/shop-womens', 'https://www.canadagoose.com/us/en/american-dream/American_Dream.html', 'https://www.canadagoose.com/ca/en/shop/kids/shop-kids', 'https://www.canadagoose.com/se/en/shop/men/shop-mens', 'https://www.canadagoose.com/us/en/phipps-plaza/Phipps_Plaza.html', 'https://www.canadagoose.com/fr/fr/shop/chaussures/shop-shoes', 'https://www.canadagoose.com/cn/zh/taiwan-skm-store.html', 'https://www.canadagoose.com/ca/fr/shop/femmes/shop-womens', 'https://www.canadagoose.com/yd/en_YD/maitland-parka-4550MB.html', 'https://www.canadagoose.com/de/de/retoure-widerruf/returns.html', 'https://www.canadagoose.com/at/de/shop/herren/shop-mens', 'https://www.canadagoose.com/ca/zh/shop/%E9%9D%B4%E5%AD%90/shop-shoes', 'https://www.canadagoose.com/au/en_AU/abbott-hoody-2220L.html', 'https://www.canadagoose.com/au/en_AU/crofton-jacket-2228M.html', 'https://www.canadagoose.com/cn/zh/pr/%E8%85%B0%E5%8C%85-8833U.html', 'https://www.canadagoose.com/yb/en_YB/shop/men/accessories/gloves', 'https://www.canadagoose.com/fi/en_FI/shop/men/shop-mens', 'https://www.canadagoose.com/ch-fr/fr_CH/paris-store.html', 'https://www.canadagoose.com/us/en/shop/women/shop-womens', 'https://www.canadagoose.com/ca/zh/taiwan-skm-store.html', 'https://www.canadagoose.com/ca/en/harbour-city-store.html', 'https://www.canadagoose.com/de/de/zahlungsmethoden/payment-methods.html', 'https://www.canadagoose.com/nl/en/shop/kids/shop-kids', 'https://www.canadagoose.com/be/en/shop/women/shop-womens', 'https://www.canadagoose.com/ca/en/chengdu-ifs-store.html', 'https://www.canadagoose.com/fr/fr/shop/hommes/shop-mens', 'https://www.canadagoose.com/cn/zh/chengdu-ifs-store.html', 'https://www.canadagoose.com/lu-fr/fr/paris-store.html', 'https://www.canadagoose.com/ca/en/shop/women/shop-womens', 'https://www.canadagoose.com/be/fr/shop/enfants/shop-kids', 'https://www.canadagoose.com/cn/zh/shanghai-iapm-store.html', 'https://www.canadagoose.com/nl/en/return-policy/returns.html', 'https://www.canadagoose.com/lu/en/shop/kids/shop-kids', 'https://www.canadagoose.com/de/en/shop/women/shop-womens', 'https://www.canadagoose.com/cn/zh/zurich/zurich-store.html', 'https://www.canadagoose.com/cn/en/macau-galaxy-store.html', 'https://www.canadagoose.com/cn/zh/%E9%80%89%E8%B4%AD/pbi-%E7%B3%BB%E5%88%97', 'https://www.canadagoose.com/cn/zh/polar-bears-international.html', 'https://www.canadagoose.com/au/en_AU/trillium-parka-6660W.html', 'https://www.canadagoose.com/cn/zh/bellevue-square-store.html', 'https://www.canadagoose.com/gr/en_GR/cinematographer-jacket-2427LB.html', 'https://www.canadagoose.com/us/en/shop/men/shop-mens', 'https://www.canadagoose.com/cn/zh/miami-store/Miami.html', 'https://www.canadagoose.com/gr/en_GR/shop/men/shop-mens', 'https://www.canadagoose.com/ch-de/de_CH/careers/careers.html', 'https://www.canadagoose.com/us/en/wynn-las-vegas.html', 'https://www.canadagoose.com/uk/en/shop/men/shop-mens', 'https://www.canadagoose.com/fi/en_FI/shop/women/outerwear/parkas', 'https://www.canadagoose.com/lu/en/shop/women/shop-womens', 'https://www.canadagoose.com/yd/en_YD/shop/men/shop-mens', 'https://www.canadagoose.com/ca/fr/shop/hommes/shop-mens', 'https://www.canadagoose.com/at/de/shop/damen/shop-womens', 'https://www.canadagoose.com/au/en_AU/belcarra-jacket-2424L.html', 'https://www.canadagoose.com/cn/en/shop/men/outerwear/parkas', 'https://www.canadagoose.com/hr/en_HR/shop/men/shop-mens', 'https://www.canadagoose.com/ca/en/cart', 'https://www.canadagoose.com/us/en/cart', 'https://www.canadagoose.com/lu/en/tokyo-store/tokyo-store.html', 'https://www.canadagoose.com/it/it/customer-care/cs-landing.html', 'https://www.canadagoose.com/de/de/pr/eakin-parka-4597Y.html', 'https://www.canadagoose.com/ca/zh/%E5%8F%91%E8%BF%90%E4%BF%A1%E6%81%AF/shipping-information.html', 'https://www.canadagoose.com/mn/en_MN/goose-people/karl-bushby.html', 'https://www.canadagoose.com/uk/en/pr/aurora-parka-3901W.html', 'https://www.canadagoose.com/ca/en/pr/rayla-vest-8813W.html', 'https://www.canadagoose.com/si/en_SI/pr/arctic-toque-6936M.html', 'https://www.canadagoose.com/ca/en/payment-methods/payment-methods.html', 'https://www.canadagoose.com/ca/en/pr/alliston-parka-5088L.html', 'https://www.canadagoose.com/cn/zh/pr/crofton-%E5%A4%B9%E5%85%8B-2228M.html', 'https://www.canadagoose.com/nl/en/pr/citadel-parka-4567M.html', 'https://www.canadagoose.com/us/en/pr/fundamental-mitten-6017W.html', 'https://www.canadagoose.com/ca/en/email-#/email-#.html', 'https://www.canadagoose.com/lu/en/shop/women/outerwear/snow-pants', 'https://www.canadagoose.com/ca/en/pr/holton-hoody-7071W.html', 'https://www.canadagoose.com/cn/zh/%E9%80%89%E8%B4%AD/%E5%A5%B3%E5%A3%AB-fusion-fit', 'https://www.canadagoose.com/us/en/pr/belcarra-jacket-2424L.html', 'https://www.canadagoose.com/uk/en/pr/resolute-parka-8501L.html', 'https://www.canadagoose.com/ca/en/pr/abbott-hoody-2220L.html', 'https://www.canadagoose.com/uk/en/pr/carson-parka-2079M.html', 'https://www.canadagoose.com/us/en/pr/clair-coat-2331WW.html', 'https://www.canadagoose.com/uk/en/pr/cypress-puffer-2239L.html', 'https://www.canadagoose.com/ca/en/haider-ackermann/snow-goose.html', 'https://www.canadagoose.com/us/en/pr/arctic-mitts-5158L.html', 'https://www.canadagoose.com/cn/en/chilliwack-bomber-humanature-2050W1.html', 'https://www.canadagoose.com/ch-de/de_CH/garantieinformationen/warranty-faq.html', 'https://www.canadagoose.com/at/de/pr/langford-parka-2052M.html', 'https://www.canadagoose.com/cn/zh/%E4%BF%9D%E4%BF%AE%E4%BF%A1%E6%81%AF/warranty-faq.html', 'https://www.canadagoose.com/es/en_ES/pr/citadel-parka-4567M.html', 'https://www.canadagoose.com/uk/en/pr/tundra-pant-4810M.html', 'https://www.canadagoose.com/si/en_SI/pr/macmillan%C2%A0parka-heritage-3804M.html', 'https://www.canadagoose.com/ca/fr/pr/parka-expedition%C2%A0heritage-4660M.html', 'https://www.canadagoose.com/ca/en/pr/borden-bomber-2055M.html', 'https://www.canadagoose.com/uk/en/pr/crofton-hoody-2227M.html', 'https://www.canadagoose.com/cn/zh/pr/alliston-%E5%A4%B9%E5%85%8B-5076L.html', 'https://www.canadagoose.com/ca/zh/%E9%80%80%E8%B4%A7%E6%94%BF%E7%AD%96/returns-kiosk.html', 'https://www.canadagoose.com/us/en/pr/cashmere-balaclava-5487W.html', 'https://www.canadagoose.com/uk/en/pr/emory-parka-2580M.html', 'https://www.canadagoose.com/cn/zh/pr/elora-%E9%A9%AC%E7%94%B2-2837W.html', 'https://www.canadagoose.com/uk/en/stories/shai-gilgeous-alexander.html', 'https://www.canadagoose.com/cn/zh/pr/carnaby-%E9%A3%8E%E8%A1%A3-6682LFW.html', 'https://www.canadagoose.com/uk/en/pr/shelburne-parka-3802W.html', 'https://www.canadagoose.com/se/en/pr/emory-parka-2580M.html', 'https://www.canadagoose.com/fi/en_FI/pr/victoria-parka-3037L.html', 'https://www.canadagoose.com/au/en_AU/freestyle-crew-vest-4154M.html', 'https://www.canadagoose.com/it/it/pr/giacca-crofton-2228M.html', 'https://www.canadagoose.com/lu/en/melbourne-store/melbourne-store.html', 'https://www.canadagoose.com/cn/zh/%E9%80%89%E8%B4%AD/%E7%94%B7%E8%A3%85/%E5%A4%96%E5%A5%97/%E9%A9%AC%E7%94%B2', 'https://www.canadagoose.com/us/en/pr/hybridge-mitts-6011L.html', 'https://www.canadagoose.com/us/en/pr/rosemont-parka-3030L.html', 'https://www.canadagoose.com/cn/zh/pr/%E8%BF%B7%E4%BD%A0%E8%85%B0%E5%8C%85-8837U.html', 'https://www.canadagoose.com/uk/en/pr/alliston-jacket-5076L.html', 'https://www.canadagoose.com/ca/en/pr/bala-parka-8809W.html', 'https://www.canadagoose.com/fr/en/pr/wyndham-parka-2048M.html', 'https://www.canadagoose.com/cn/zh/pr/lockeport-%E5%A4%B9%E5%85%8B-2429M.html', 'https://www.canadagoose.com/fr/fr/pr/parka-mantra-9501L.html', 'https://www.canadagoose.com/se/en/pr/lawrence-puffer-2801M.html', 'https://www.canadagoose.com/fr/fr/pr/veste-crofton-2228M.html', 'https://www.canadagoose.com/ca/en/pr/toronto-jacket-1048M.html', 'https://www.canadagoose.com/nl/en/customer-care/cs-landing.html', 'https://www.canadagoose.com/cn/zh/pr/belcarra-%E5%A4%B9%E5%85%8B-2424L.html', 'https://www.canadagoose.com/us/en/pr/lodge-hoody-5078M.html', 'https://www.canadagoose.com/us/en/pr/eglinton-boot-7680M.html', 'https://www.canadagoose.com/ca/en/pr/alliston-jacket-5076L.html', 'https://www.canadagoose.com/it/en/pr/hood-trim-128U.html', 'https://www.canadagoose.com/uk/en/pr/lockeport-jacket-2429M.html', 'https://www.canadagoose.com/us/en/pr/armstrong-hoody-5076M.html', 'https://www.canadagoose.com/ca/zh/pr/belcarra-%E5%A4%B9%E5%85%8B-2424L.html', 'https://www.canadagoose.com/us/en/pr/abbott-hoody-2220L.html', 'https://www.canadagoose.com/us/en/pr/cashmere-throw-5547U.html', 'https://www.canadagoose.com/us/en/pr/fundamental-glove-5489M.html', 'https://www.canadagoose.com/ca/en/pr/salida-jacket-5608L.html', 'https://www.canadagoose.com/ca/en/pr/belcarra-jacket-2424L.html', 'https://www.canadagoose.com/us/en/pr/puffer-mitts-6016W2.html', 'https://www.canadagoose.com/fr/fr/pr/veste-belcarra-2424L.html', 'https://www.canadagoose.com/uk/en/pr/alliston-coat-5077L.html', 'https://www.canadagoose.com/be/fr/pr/veste-lockeport-2429M.html', 'https://www.canadagoose.com/us/en/pr/cashmere-blanket-5548U.html', 'https://www.canadagoose.com/us/en/pr/lockeport-jacket-2429M.html', 'https://www.canadagoose.com/us/en/pr/minden-jacket-2423L.html', 'https://www.canadagoose.com/ca/en/shop/women/outerwear/shop-womens-outerwear', 'https://www.canadagoose.com/us/en/pr/langford-parka-heritage-2062M.html', 'https://www.canadagoose.com/de/en/pr/muskoka-relaxed-crewneck-7063W.html', 'https://www.canadagoose.com/lu/en/pr/muskoka-relaxed-crewneck-7063W.html', 'https://www.canadagoose.com/us/en/pr/chelsea-parka-heritage-3804L.html', 'https://www.canadagoose.com/us/en/shop/men/outerwear/shop-mens-outerwear', 'https://www.canadagoose.com/ca/en/shop/men/outerwear/shop-mens-outerwear', 'https://www.canadagoose.com/us/en/pr/everett-hooded-puffer-2617UOV.html', 'https://www.canadagoose.com/us/en/shop/women/outerwear/shop-womens-outerwear', 'https://www.canadagoose.com/fr/en/pr/muskoka-relaxed-crewneck-7063W.html', 'https://www.canadagoose.com/de/de/pr/lockerer-muskoka-rundhalspullover-7063W.html', 'https://www.canadagoose.com/us/en/pr/lightweight-puffer-glove-5488M.html', 'https://www.canadagoose.com/ca/en/shop/women/outerwear/parkas/shop-womens-parkas', 'https://www.canadagoose.com/us/en/pr/chelsea-parka-alluraluxe-wool-3804WB3.html', 'https://www.canadagoose.com/us/en/shop/women/outerwear/bombers/shop-womens-bombers', 'https://www.canadagoose.com/us/en/shop/women/outerwear/parkas/shop-womens-parkas', 'https://www.canadagoose.com/us/en/shop/men/outerwear/vests/shop-mens-vests', 'https://www.canadagoose.com/us/en/pr/kids-simcoe-fleece-jacket-7083K.html', 'https://www.canadagoose.com/ca/en/shop/men/outerwear/vests/shop-mens-vests', 'https://www.canadagoose.com/us/en/pr/kya-lace-up-boot-7789W.html', 'https://www.canadagoose.com/us/en/pr/insulated-lawson-fleece-jacket-7049UOV.html', 'https://www.canadagoose.com/uk/en/shop/men/outerwear/parkas/shop-mens-parkas', 'https://www.canadagoose.com/us/en/find-a-retailer/find-a-retailer.html', 'https://www.canadagoose.com/ca/en/shop/men/outerwear/parkas/shop-mens-parkas', 'https://www.canadagoose.com/us/en/shop/men/outerwear/parkas/shop-mens-parkas', 'https://www.canadagoose.com/ca/en/shop/men/outerwear/bombers/shop-mens-bombers', 'https://www.canadagoose.com/us/en/pr/youth-simcoe-fleece-jacket-7083Y.html', 'https://www.canadagoose.com/us/en/pr/demma-shearling-puffer-boot-7802W1.html', 'https://www.canadagoose.com/us/en/shop/men/outerwear/lightweight-jackets/shop-mens-lightweight', 'https://www.canadagoose.com/us/en/pr/hybridge-huron-full-zip-jacket-6620M.html', 'https://www.canadagoose.com/ca/en/shop/men/fall-winter-collection/shop-mens-fw', 'https://www.canadagoose.com/uk/en/shop/women/fall-winter-collection/shop-womens-fw', 'https://www.canadagoose.com/us/en/shop/men/fall-winter-collection/shop-mens-fw', 'https://www.canadagoose.com/ca/en/shop/men/outerwear/puffer-jackets/shop-mens-puffers', 'https://www.canadagoose.com/us/en/shop/women/outerwear/puffer-jackets/shop-womens-puffers', 'https://www.canadagoose.com/us/en/shop/women/outerwear/lightweight-jackets/shop-womens-lightweight', 'https://www.canadagoose.com/us/en/shop/men/outerwear/puffer-jackets/shop-mens-puffers', 'https://www.canadagoose.com/us/en/shop/women/fall-winter-collection/shop-womens-fw', 'https://www.canadagoose.com/us/en/pr/almandine-cropped-plaid-shirt-jacket-4892W.html', 'https://www.canadagoose.com/ca/en/shop/women/fall-winter-collection/shop-womens-fw', 'https://www.canadagoose.com/uk/en/shop/men/fall-winter-collection/shop-mens-fw', 'https://www.canadagoose.com/ca/en/shop/women/outerwear/puffer-jackets/shop-womens-puffers', 'https://www.canadagoose.com/us/en/pr/hybridge-wide-quilt-knit-jacket-6506W.html', 'https://www.canadagoose.com/ca/en/shop/men/outerwear/lightweight-jackets/shop-mens-lightweight', 'https://www.canadagoose.com/uk/en/shop/men/outerwear/puffer-jackets/shop-mens-puffers', 'https://www.canadagoose.com/fr/fr/pr/sweat-ras-de-cou-muskoka-decontracte-7063W.html', 'https://www.canadagoose.com/lu-fr/fr/pr/sweat-ras-de-cou-muskoka-decontracte-7063W.html', 'https://www.canadagoose.com/ca/en/shop/women/outerwear/lightweight-jackets/shop-womens-lightweight', 'https://www.canadagoose.com/us/en/shop/fall-winter-collection/shop-fall-winter-collection', 'https://www.canadagoose.com/lu/en/2024-gift-guide/2024-gift-guide', 'https://www.canadagoose.com/fr/fr/shop/automme-hiver-collection/shop-fall-winter-collection/', 'https://www.canadagoose.com/lu-fr/fr/2024-gift-guide/2024-gift-guide', 'https://www.canadagoose.com/lu/en/2024-gift-guide/gifts-for-him/gifts-for-him', 'https://www.canadagoose.com/lu/en/2024-gift-guide/gifts-for-her/gifts-for-her', 'https://www.canadagoose.com/lu/en/2024-gift-guide/gifts-for-them/gifts-for-them', 'https://www.canadagoose.com/lu-fr/fr/2024-gift-guide/tout-le-monde/gifts-for-them', 'https://www.canadagoose.com/lu-fr/fr/2024-gift-guide/cadeaux-pour-lui/gifts-for-him', 'https://www.canadagoose.com/lu-fr/fr/2024-gift-guide/cadeaux-pour-elle/gifts-for-her']}\n",
            "2024-10-25 02:22:30,207 - INFO - Found 380 URLs to scrape.\n",
            "2024-10-25 02:22:30,210 - INFO - Executing node: scrape_manager\n",
            "2024-10-25 02:22:30,212 - INFO - Progress: 0/380 URLs processed (0.00%)\n",
            "2024-10-25 02:22:30,215 - INFO - Preparing to scrape URLs 0 to 2\n",
            "2024-10-25 02:22:30,229 - INFO - Executing node: scraper for URL: https://www.canadagoose.com\n",
            "2024-10-25 02:22:30,232 - INFO - Started scraping: https://www.canadagoose.com\n",
            "2024-10-25 02:22:30,240 - INFO - Executing node: scraper for URL: https://www.canadagoose.com/fi/en_FI/shop\n",
            "2024-10-25 02:22:30,247 - INFO - Started scraping: https://www.canadagoose.com/fi/en_FI/shop\n",
            "2024-10-25 02:22:30,252 - INFO - Executing node: scraper for URL: https://www.canadagoose.com/fi/en_FI/shop/shop\n",
            "2024-10-25 02:22:30,262 - INFO - Started scraping: https://www.canadagoose.com/fi/en_FI/shop/shop\n",
            "2024-10-25 02:22:33,476 - INFO - Scraped URL: https://www.canadagoose.com/fi/en_FI/shop\n",
            "2024-10-25 02:22:33,996 - INFO - Scraped URL: https://www.canadagoose.com/fi/en_FI/shop/shop\n",
            "2024-10-25 02:23:00,468 - ERROR - Exception occurred while scraping URL: https://www.canadagoose.com. Error: Request Timeout: Failed to scrape URL as the request timed out. Request timed out - No additional error details provided.\n",
            "2024-10-25 02:23:00,472 - INFO - Executing node: evaluate\n",
            "2024-10-25 02:23:00,475 - INFO - Information not found, continuing to scrape next batch.\n",
            "2024-10-25 02:23:00,477 - INFO - Executing node: scrape_manager\n",
            "2024-10-25 02:23:00,479 - INFO - Progress: 3/380 URLs processed (0.79%)\n",
            "2024-10-25 02:23:00,481 - INFO - Preparing to scrape URLs 3 to 5\n",
            "2024-10-25 02:23:00,484 - INFO - Executing node: scraper for URL: https://www.canadagoose.com/ma/en_MA/shop/men\n",
            "2024-10-25 02:23:00,485 - INFO - Executing node: scraper for URL: https://www.canadagoose.com/ie/en/shop/shop\n",
            "2024-10-25 02:23:00,488 - INFO - Started scraping: https://www.canadagoose.com/ie/en/shop/shop\n",
            "2024-10-25 02:23:00,486 - INFO - Started scraping: https://www.canadagoose.com/ma/en_MA/shop/men\n",
            "2024-10-25 02:23:00,485 - INFO - Executing node: scraper for URL: https://www.canadagoose.com/br/en_BR/shop/men\n",
            "2024-10-25 02:23:00,496 - INFO - Started scraping: https://www.canadagoose.com/br/en_BR/shop/men\n",
            "2024-10-25 02:23:04,207 - INFO - Scraped URL: https://www.canadagoose.com/ie/en/shop/shop\n",
            "2024-10-25 02:23:04,266 - INFO - Scraped URL: https://www.canadagoose.com/br/en_BR/shop/men\n",
            "2024-10-25 02:23:04,289 - INFO - Scraped URL: https://www.canadagoose.com/ma/en_MA/shop/men\n",
            "2024-10-25 02:23:04,292 - INFO - Executing node: evaluate\n",
            "2024-10-25 02:23:04,294 - INFO - Information found in URL: https://www.canadagoose.com/ma/en_MA/shop/men\n",
            "2024-10-25 02:23:04,296 - INFO - Terminating graph execution.\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "There. It found the site that contains the keyword. Imagine running this over a huge .csv and just sit back and let the data come in!\n",
        "\n",
        "One caveat though: Firecrawl's rate limit is pretty low: 20 scrapes per minute, so I kinda cooked this tutorial for an easy example. Try it with something that requires deeper search (like an unindexed documentation site), and put in exponential back-offs so it doesn't hit rate limit."
      ],
      "metadata": {
        "id": "5Pb3NP3lXBhh"
      }
    }
  ]
}