Crawl4ai.ipynb

{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "provenance": []
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "language_info": {
      "name": "python"
    }
  },
  "cells": [
    {
      "cell_type": "code",
      "execution_count": 1,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        },
        "id": "p6UTmH1J-G2t",
        "outputId": "fe10235a-ea23-4de4-a513-6dd473890fa1"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Collecting crawl4ai@ git+https://github.com/unclecode/crawl4ai.git\n",
            "  Cloning https://github.com/unclecode/crawl4ai.git to /tmp/pip-install-9z736bx0/crawl4ai_95adca0fa9d24ece88c9691a106b42d2\n",
            "  Running command git clone --filter=blob:none --quiet https://github.com/unclecode/crawl4ai.git /tmp/pip-install-9z736bx0/crawl4ai_95adca0fa9d24ece88c9691a106b42d2\n",
            "  Resolved https://github.com/unclecode/crawl4ai.git to commit e5e6a34e8097cb5ff72c026b19859b5b98246378\n",
            "  Preparing metadata (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "Collecting aiohttp==3.9.5 (from crawl4ai@ git+https://github.com/unclecode/crawl4ai.git)\n",
            "  Downloading aiohttp-3.9.5-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (7.5 kB)\n",
            "Collecting aiosqlite==0.20.0 (from crawl4ai@ git+https://github.com/unclecode/crawl4ai.git)\n",
            "  Downloading aiosqlite-0.20.0-py3-none-any.whl.metadata (4.3 kB)\n",
            "Requirement already satisfied: beautifulsoup4==4.12.3 in /usr/local/lib/python3.10/dist-packages (from crawl4ai@ git+https://github.com/unclecode/crawl4ai.git) (4.12.3)\n",
            "Collecting fastapi==0.111.0 (from crawl4ai@ git+https://github.com/unclecode/crawl4ai.git)\n",
            "  Downloading fastapi-0.111.0-py3-none-any.whl.metadata (25 kB)\n",
            "Collecting html2text==2024.2.26 (from crawl4ai@ git+https://github.com/unclecode/crawl4ai.git)\n",
            "  Downloading html2text-2024.2.26.tar.gz (56 kB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m56.5/56.5 kB\u001b[0m \u001b[31m2.9 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25h  Preparing metadata (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "Collecting httpx==0.27.0 (from crawl4ai@ git+https://github.com/unclecode/crawl4ai.git)\n",
            "  Downloading httpx-0.27.0-py3-none-any.whl.metadata (7.2 kB)\n",
            "Collecting litellm==1.40.17 (from crawl4ai@ git+https://github.com/unclecode/crawl4ai.git)\n",
            "  Downloading litellm-1.40.17-py3-none-any.whl.metadata (30 kB)\n",
            "Collecting pydantic==2.7.4 (from crawl4ai@ git+https://github.com/unclecode/crawl4ai.git)\n",
            "  Downloading pydantic-2.7.4-py3-none-any.whl.metadata (109 kB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m109.4/109.4 kB\u001b[0m \u001b[31m623.2 kB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hCollecting python-dotenv==1.0.1 (from crawl4ai@ git+https://github.com/unclecode/crawl4ai.git)\n",
            "  Downloading python_dotenv-1.0.1-py3-none-any.whl.metadata (23 kB)\n",
            "Requirement already satisfied: requests==2.32.3 in /usr/local/lib/python3.10/dist-packages (from crawl4ai@ git+https://github.com/unclecode/crawl4ai.git) (2.32.3)\n",
            "Collecting rich==13.7.1 (from crawl4ai@ git+https://github.com/unclecode/crawl4ai.git)\n",
            "  Downloading rich-13.7.1-py3-none-any.whl.metadata (18 kB)\n",
            "Collecting selenium==4.23.1 (from crawl4ai@ git+https://github.com/unclecode/crawl4ai.git)\n",
            "  Downloading selenium-4.23.1-py3-none-any.whl.metadata (7.1 kB)\n",
            "Collecting uvicorn==0.30.1 (from crawl4ai@ git+https://github.com/unclecode/crawl4ai.git)\n",
            "  Downloading uvicorn-0.30.1-py3-none-any.whl.metadata (6.3 kB)\n",
            "Collecting pillow==10.3.0 (from crawl4ai@ git+https://github.com/unclecode/crawl4ai.git)\n",
            "  Downloading pillow-10.3.0-cp310-cp310-manylinux_2_28_x86_64.whl.metadata (9.2 kB)\n",
            "Collecting slowapi==0.1.9 (from crawl4ai@ git+https://github.com/unclecode/crawl4ai.git)\n",
            "  Downloading slowapi-0.1.9-py3-none-any.whl.metadata (3.0 kB)\n",
            "Requirement already satisfied: aiosignal>=1.1.2 in /usr/local/lib/python3.10/dist-packages (from aiohttp==3.9.5->crawl4ai@ git+https://github.com/unclecode/crawl4ai.git) (1.3.1)\n",
            "Requirement already satisfied: attrs>=17.3.0 in /usr/local/lib/python3.10/dist-packages (from aiohttp==3.9.5->crawl4ai@ git+https://github.com/unclecode/crawl4ai.git) (24.2.0)\n",
            "Requirement already satisfied: frozenlist>=1.1.1 in /usr/local/lib/python3.10/dist-packages (from aiohttp==3.9.5->crawl4ai@ git+https://github.com/unclecode/crawl4ai.git) (1.4.1)\n",
            "Requirement already satisfied: multidict<7.0,>=4.5 in /usr/local/lib/python3.10/dist-packages (from aiohttp==3.9.5->crawl4ai@ git+https://github.com/unclecode/crawl4ai.git) (6.0.5)\n",
            "Requirement already satisfied: yarl<2.0,>=1.0 in /usr/local/lib/python3.10/dist-packages (from aiohttp==3.9.5->crawl4ai@ git+https://github.com/unclecode/crawl4ai.git) (1.9.4)\n",
            "Requirement already satisfied: async-timeout<5.0,>=4.0 in /usr/local/lib/python3.10/dist-packages (from aiohttp==3.9.5->crawl4ai@ git+https://github.com/unclecode/crawl4ai.git) (4.0.3)\n",
            "Requirement already satisfied: typing_extensions>=4.0 in /usr/local/lib/python3.10/dist-packages (from aiosqlite==0.20.0->crawl4ai@ git+https://github.com/unclecode/crawl4ai.git) (4.12.2)\n",
            "Requirement already satisfied: soupsieve>1.2 in /usr/local/lib/python3.10/dist-packages (from beautifulsoup4==4.12.3->crawl4ai@ git+https://github.com/unclecode/crawl4ai.git) (2.6)\n",
            "Collecting starlette<0.38.0,>=0.37.2 (from fastapi==0.111.0->crawl4ai@ git+https://github.com/unclecode/crawl4ai.git)\n",
            "  Downloading starlette-0.37.2-py3-none-any.whl.metadata (5.9 kB)\n",
            "Collecting fastapi-cli>=0.0.2 (from fastapi==0.111.0->crawl4ai@ git+https://github.com/unclecode/crawl4ai.git)\n",
            "  Downloading fastapi_cli-0.0.5-py3-none-any.whl.metadata (7.0 kB)\n",
            "Requirement already satisfied: jinja2>=2.11.2 in /usr/local/lib/python3.10/dist-packages (from fastapi==0.111.0->crawl4ai@ git+https://github.com/unclecode/crawl4ai.git) (3.1.4)\n",
            "Collecting python-multipart>=0.0.7 (from fastapi==0.111.0->crawl4ai@ git+https://github.com/unclecode/crawl4ai.git)\n",
            "  Downloading python_multipart-0.0.9-py3-none-any.whl.metadata (2.5 kB)\n",
            "Collecting ujson!=4.0.2,!=4.1.0,!=4.2.0,!=4.3.0,!=5.0.0,!=5.1.0,>=4.0.1 (from fastapi==0.111.0->crawl4ai@ git+https://github.com/unclecode/crawl4ai.git)\n",
            "  Downloading ujson-5.10.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (9.3 kB)\n",
            "Collecting orjson>=3.2.1 (from fastapi==0.111.0->crawl4ai@ git+https://github.com/unclecode/crawl4ai.git)\n",
            "  Downloading orjson-3.10.7-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (50 kB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m50.4/50.4 kB\u001b[0m \u001b[31m3.3 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hCollecting email_validator>=2.0.0 (from fastapi==0.111.0->crawl4ai@ git+https://github.com/unclecode/crawl4ai.git)\n",
            "  Downloading email_validator-2.2.0-py3-none-any.whl.metadata (25 kB)\n",
            "Requirement already satisfied: anyio in /usr/local/lib/python3.10/dist-packages (from httpx==0.27.0->crawl4ai@ git+https://github.com/unclecode/crawl4ai.git) (3.7.1)\n",
            "Requirement already satisfied: certifi in /usr/local/lib/python3.10/dist-packages (from httpx==0.27.0->crawl4ai@ git+https://github.com/unclecode/crawl4ai.git) (2024.8.30)\n",
            "Collecting httpcore==1.* (from httpx==0.27.0->crawl4ai@ git+https://github.com/unclecode/crawl4ai.git)\n",
            "  Downloading httpcore-1.0.5-py3-none-any.whl.metadata (20 kB)\n",
            "Requirement already satisfied: idna in /usr/local/lib/python3.10/dist-packages (from httpx==0.27.0->crawl4ai@ git+https://github.com/unclecode/crawl4ai.git) (3.8)\n",
            "Requirement already satisfied: sniffio in /usr/local/lib/python3.10/dist-packages (from httpx==0.27.0->crawl4ai@ git+https://github.com/unclecode/crawl4ai.git) (1.3.1)\n",
            "Requirement already satisfied: click in /usr/local/lib/python3.10/dist-packages (from litellm==1.40.17->crawl4ai@ git+https://github.com/unclecode/crawl4ai.git) (8.1.7)\n",
            "Collecting ijson (from litellm==1.40.17->crawl4ai@ git+https://github.com/unclecode/crawl4ai.git)\n",
            "  Downloading ijson-3.3.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (21 kB)\n",
            "Requirement already satisfied: importlib-metadata>=6.8.0 in /usr/local/lib/python3.10/dist-packages (from litellm==1.40.17->crawl4ai@ git+https://github.com/unclecode/crawl4ai.git) (8.4.0)\n",
            "Collecting openai>=1.27.0 (from litellm==1.40.17->crawl4ai@ git+https://github.com/unclecode/crawl4ai.git)\n",
            "  Downloading openai-1.44.0-py3-none-any.whl.metadata (22 kB)\n",
            "Collecting tiktoken>=0.7.0 (from litellm==1.40.17->crawl4ai@ git+https://github.com/unclecode/crawl4ai.git)\n",
            "  Downloading tiktoken-0.7.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (6.6 kB)\n",
            "Requirement already satisfied: tokenizers in /usr/local/lib/python3.10/dist-packages (from litellm==1.40.17->crawl4ai@ git+https://github.com/unclecode/crawl4ai.git) (0.19.1)\n",
            "Requirement already satisfied: annotated-types>=0.4.0 in /usr/local/lib/python3.10/dist-packages (from pydantic==2.7.4->crawl4ai@ git+https://github.com/unclecode/crawl4ai.git) (0.7.0)\n",
            "Collecting pydantic-core==2.18.4 (from pydantic==2.7.4->crawl4ai@ git+https://github.com/unclecode/crawl4ai.git)\n",
            "  Downloading pydantic_core-2.18.4-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (6.5 kB)\n",
            "Requirement already satisfied: charset-normalizer<4,>=2 in /usr/local/lib/python3.10/dist-packages (from requests==2.32.3->crawl4ai@ git+https://github.com/unclecode/crawl4ai.git) (3.3.2)\n",
            "Requirement already satisfied: urllib3<3,>=1.21.1 in /usr/local/lib/python3.10/dist-packages (from requests==2.32.3->crawl4ai@ git+https://github.com/unclecode/crawl4ai.git) (2.0.7)\n",
            "Requirement already satisfied: markdown-it-py>=2.2.0 in /usr/local/lib/python3.10/dist-packages (from rich==13.7.1->crawl4ai@ git+https://github.com/unclecode/crawl4ai.git) (3.0.0)\n",
            "Requirement already satisfied: pygments<3.0.0,>=2.13.0 in /usr/local/lib/python3.10/dist-packages (from rich==13.7.1->crawl4ai@ git+https://github.com/unclecode/crawl4ai.git) (2.16.1)\n",
            "Collecting trio~=0.17 (from selenium==4.23.1->crawl4ai@ git+https://github.com/unclecode/crawl4ai.git)\n",
            "  Downloading trio-0.26.2-py3-none-any.whl.metadata (8.6 kB)\n",
            "Collecting trio-websocket~=0.9 (from selenium==4.23.1->crawl4ai@ git+https://github.com/unclecode/crawl4ai.git)\n",
            "  Downloading trio_websocket-0.11.1-py3-none-any.whl.metadata (4.7 kB)\n",
            "Requirement already satisfied: websocket-client~=1.8 in /usr/local/lib/python3.10/dist-packages (from selenium==4.23.1->crawl4ai@ git+https://github.com/unclecode/crawl4ai.git) (1.8.0)\n",
            "Collecting limits>=2.3 (from slowapi==0.1.9->crawl4ai@ git+https://github.com/unclecode/crawl4ai.git)\n",
            "  Downloading limits-3.13.0-py3-none-any.whl.metadata (7.2 kB)\n",
            "Collecting h11>=0.8 (from uvicorn==0.30.1->crawl4ai@ git+https://github.com/unclecode/crawl4ai.git)\n",
            "  Downloading h11-0.14.0-py3-none-any.whl.metadata (8.2 kB)\n",
            "Collecting dnspython>=2.0.0 (from email_validator>=2.0.0->fastapi==0.111.0->crawl4ai@ git+https://github.com/unclecode/crawl4ai.git)\n",
            "  Downloading dnspython-2.6.1-py3-none-any.whl.metadata (5.8 kB)\n",
            "Requirement already satisfied: typer>=0.12.3 in /usr/local/lib/python3.10/dist-packages (from fastapi-cli>=0.0.2->fastapi==0.111.0->crawl4ai@ git+https://github.com/unclecode/crawl4ai.git) (0.12.5)\n",
            "Requirement already satisfied: zipp>=0.5 in /usr/local/lib/python3.10/dist-packages (from importlib-metadata>=6.8.0->litellm==1.40.17->crawl4ai@ git+https://github.com/unclecode/crawl4ai.git) (3.20.1)\n",
            "Requirement already satisfied: MarkupSafe>=2.0 in /usr/local/lib/python3.10/dist-packages (from jinja2>=2.11.2->fastapi==0.111.0->crawl4ai@ git+https://github.com/unclecode/crawl4ai.git) (2.1.5)\n",
            "Collecting deprecated>=1.2 (from limits>=2.3->slowapi==0.1.9->crawl4ai@ git+https://github.com/unclecode/crawl4ai.git)\n",
            "  Downloading Deprecated-1.2.14-py2.py3-none-any.whl.metadata (5.4 kB)\n",
            "Requirement already satisfied: importlib-resources>=1.3 in /usr/local/lib/python3.10/dist-packages (from limits>=2.3->slowapi==0.1.9->crawl4ai@ git+https://github.com/unclecode/crawl4ai.git) (6.4.4)\n",
            "Requirement already satisfied: packaging<25,>=21 in /usr/local/lib/python3.10/dist-packages (from limits>=2.3->slowapi==0.1.9->crawl4ai@ git+https://github.com/unclecode/crawl4ai.git) (24.1)\n",
            "Requirement already satisfied: mdurl~=0.1 in /usr/local/lib/python3.10/dist-packages (from markdown-it-py>=2.2.0->rich==13.7.1->crawl4ai@ git+https://github.com/unclecode/crawl4ai.git) (0.1.2)\n",
            "Requirement already satisfied: distro<2,>=1.7.0 in /usr/lib/python3/dist-packages (from openai>=1.27.0->litellm==1.40.17->crawl4ai@ git+https://github.com/unclecode/crawl4ai.git) (1.7.0)\n",
            "Collecting jiter<1,>=0.4.0 (from openai>=1.27.0->litellm==1.40.17->crawl4ai@ git+https://github.com/unclecode/crawl4ai.git)\n",
            "  Downloading jiter-0.5.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (3.6 kB)\n",
            "Requirement already satisfied: tqdm>4 in /usr/local/lib/python3.10/dist-packages (from openai>=1.27.0->litellm==1.40.17->crawl4ai@ git+https://github.com/unclecode/crawl4ai.git) (4.66.5)\n",
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            "Requirement already satisfied: regex>=2022.1.18 in /usr/local/lib/python3.10/dist-packages (from tiktoken>=0.7.0->litellm==1.40.17->crawl4ai@ git+https://github.com/unclecode/crawl4ai.git) (2024.5.15)\n",
            "Requirement already satisfied: sortedcontainers in /usr/local/lib/python3.10/dist-packages (from trio~=0.17->selenium==4.23.1->crawl4ai@ git+https://github.com/unclecode/crawl4ai.git) (2.4.0)\n",
            "Collecting outcome (from trio~=0.17->selenium==4.23.1->crawl4ai@ git+https://github.com/unclecode/crawl4ai.git)\n",
            "  Downloading outcome-1.3.0.post0-py2.py3-none-any.whl.metadata (2.6 kB)\n",
            "Collecting wsproto>=0.14 (from trio-websocket~=0.9->selenium==4.23.1->crawl4ai@ git+https://github.com/unclecode/crawl4ai.git)\n",
            "  Downloading wsproto-1.2.0-py3-none-any.whl.metadata (5.6 kB)\n",
            "Requirement already satisfied: pysocks!=1.5.7,<2.0,>=1.5.6 in /usr/local/lib/python3.10/dist-packages (from urllib3[socks]<3,>=1.26->selenium==4.23.1->crawl4ai@ git+https://github.com/unclecode/crawl4ai.git) (1.7.1)\n",
            "Collecting httptools>=0.5.0 (from uvicorn[standard]>=0.12.0->fastapi==0.111.0->crawl4ai@ git+https://github.com/unclecode/crawl4ai.git)\n",
            "  Downloading httptools-0.6.1-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (3.6 kB)\n",
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            "Collecting uvloop!=0.15.0,!=0.15.1,>=0.14.0 (from uvicorn[standard]>=0.12.0->fastapi==0.111.0->crawl4ai@ git+https://github.com/unclecode/crawl4ai.git)\n",
            "  Downloading uvloop-0.20.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (4.9 kB)\n",
            "Collecting watchfiles>=0.13 (from uvicorn[standard]>=0.12.0->fastapi==0.111.0->crawl4ai@ git+https://github.com/unclecode/crawl4ai.git)\n",
            "  Downloading watchfiles-0.24.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (4.9 kB)\n",
            "Collecting websockets>=10.4 (from uvicorn[standard]>=0.12.0->fastapi==0.111.0->crawl4ai@ git+https://github.com/unclecode/crawl4ai.git)\n",
            "  Downloading websockets-13.0.1-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (6.7 kB)\n",
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            "Building wheels for collected packages: crawl4ai, html2text\n",
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            "Installing collected packages: ijson, websockets, uvloop, ujson, python-multipart, python-dotenv, pydantic-core, pillow, outcome, orjson, jiter, httptools, html2text, h11, dnspython, deprecated, aiosqlite, wsproto, watchfiles, uvicorn, trio, tiktoken, starlette, rich, pydantic, limits, httpcore, email_validator, aiohttp, trio-websocket, slowapi, httpx, selenium, openai, fastapi-cli, litellm, fastapi, crawl4ai\n",
            "  Attempting uninstall: pydantic-core\n",
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            "      Successfully uninstalled aiohttp-3.10.5\n",
            "Successfully installed aiohttp-3.9.5 aiosqlite-0.20.0 crawl4ai-0.2.77 deprecated-1.2.14 dnspython-2.6.1 email_validator-2.2.0 fastapi-0.111.0 fastapi-cli-0.0.5 h11-0.14.0 html2text-2024.2.26 httpcore-1.0.5 httptools-0.6.1 httpx-0.27.0 ijson-3.3.0 jiter-0.5.0 limits-3.13.0 litellm-1.40.17 openai-1.44.0 orjson-3.10.7 outcome-1.3.0.post0 pillow-10.3.0 pydantic-2.7.4 pydantic-core-2.18.4 python-dotenv-1.0.1 python-multipart-0.0.9 rich-13.7.1 selenium-4.23.1 slowapi-0.1.9 starlette-0.37.2 tiktoken-0.7.0 trio-0.26.2 trio-websocket-0.11.1 ujson-5.10.0 uvicorn-0.30.1 uvloop-0.20.0 watchfiles-0.24.0 websockets-13.0.1 wsproto-1.2.0\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "application/vnd.colab-display-data+json": {
              "pip_warning": {
                "packages": [
                  "PIL"
                ]
              },
              "id": "9be286f96740471b9548d70454e33157"
            }
          },
          "metadata": {}
        }
      ],
      "source": [
        "!pip install \"crawl4ai @ git+https://github.com/unclecode/crawl4ai.git\""
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "from crawl4ai import WebCrawler"
      ],
      "metadata": {
        "id": "CC7THDDy-fOy"
      },
      "execution_count": 1,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "# Create an instance of WebCrawler\n",
        "crawler = WebCrawler()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "vwGzzA_a-88g",
        "outputId": "9ee16bd9-4439-4fda-b473-7f70fcb86796"
      },
      "execution_count": 2,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "[LOG] 🚀 Initializing LocalSeleniumCrawlerStrategy\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# Warm up the crawler (load necessary models)\n",
        "crawler.warmup()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "DYWQyc-C-_v8",
        "outputId": "41544d56-6fa1-4a2d-9ec4-0693b68817ec"
      },
      "execution_count": 3,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "[LOG] 🌤️  Warming up the WebCrawler\n",
            "[LOG] 🌞 WebCrawler is ready to crawl\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# Run the crawler on a URL\n",
        "result = crawler.run(\n",
        "    url = \"https://www.eu-startups.com/directory/\"\n",
        ")\n",
        "\n",
        "# Print the extracted content\n",
        "print(result.markdown)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "p5K70HHj_FSU",
        "outputId": "1585a91f-9514-4972-c2b6-047c2959d8f5"
      },
      "execution_count": 5,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "[LOG] 🚀 Crawling done for https://www.eu-startups.com/directory/, success: True, time taken: 10.05967903137207 seconds\n",
            "[LOG] 🚀 Content extracted for https://www.eu-startups.com/directory/, success: True, time taken: 0.36144351959228516 seconds\n",
            "[LOG] 🔥 Extracting semantic blocks for https://www.eu-startups.com/directory/, Strategy: NoExtractionStrategy\n",
            "[LOG] 🚀 Extraction done for https://www.eu-startups.com/directory/, time taken: 0.3694131374359131 seconds.\n",
            "Join 81,000 Founders & Investors who already receive our weekly EU-Startups\n",
            "Newsletter!\n",
            "\n",
            "COUNT ME IN\n",
            "\n",
            "No, Thanks\n",
            "\n",
            "Sign in\n",
            "\n",
            "  * Magazine\n",
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            "    * Other Stuff\n",
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            "    * Event Overview\n",
            "    * Get Tickets\n",
            "    * Sponsor\n",
            "    * Exhibit\n",
            "  * Job Board\n",
            "    * Job Board\n",
            "    * Post a Job\n",
            "  * Insights\n",
            "    * Startup Sourcing\n",
            "    * Premium Reports\n",
            "    * Podcast\n",
            "  * Database\n",
            "    * Startup Database\n",
            "    * Investor Database\n",
            "  * About us\n",
            "    * Mission / Team\n",
            "    * Advertising\n",
            "    * Our Newsletter\n",
            "  * –CLUB–\n",
            "    * Register Now\n",
            "    * Log In\n",
            "    * CLUB Benefits\n",
            "\n",
            "__\n",
            "\n",
            "Sign in\n",
            "\n",
            "Welcome!Log into your account\n",
            "\n",
            "your username\n",
            "\n",
            "your password\n",
            "\n",
            "Forgot your password?\n",
            "\n",
            "Password recovery\n",
            "\n",
            "Recover your password\n",
            "\n",
            "your email\n",
            "\n",
            "Search\n",
            "\n",
            "![](\\\\\"https://www.eu-startups.com/wp-content/uploads/2024/08/1-3.png\\\\\"/)\n",
            "\n",
            "![\\\\\"Logo\\\\\"](\\\\\"https://www.eu-startups.com/wp-\n",
            "content/uploads/2023/02/EU_Startups_Logo_Transparent_White-1.png\\\\\")\n",
            "\n",
            "![\\\\\"Logo\\\\\"](\\\\\"https://www.eu-startups.com/wp-\n",
            "content/uploads/2023/02/EU_Startups_Logo_Transparent_White-1.png\\\\\")\n",
            "\n",
            "![\\\\\"Logo\\\\\"](\\\\\"https://www.eu-startups.com/wp-content/uploads/2022/08/EU-\n",
            "Startups-Logo.png\\\\\")\n",
            "\n",
            "![](\\\\\"https://www.eu-startups.com/wp-content/uploads/2024/08/1-3.png\\\\\"/)\n",
            "\n",
            "  * Magazine\n",
            "\n",
            "    * Interviews\n",
            "\n",
            "    * Re-/Launch\n",
            "\n",
            "    * Funding\n",
            "\n",
            "    * Acquisitions\n",
            "\n",
            "    * Other Stuff\n",
            "\n",
            "    * Know-How\n",
            "\n",
            "  * Summit\n",
            "\n",
            "    * Event Overview\n",
            "\n",
            "    * Get Tickets\n",
            "\n",
            "    * Sponsor\n",
            "\n",
            "    * Exhibit\n",
            "\n",
            "  * Job Board\n",
            "\n",
            "    * Job Board\n",
            "\n",
            "    * Post a Job\n",
            "\n",
            "  * Insights\n",
            "\n",
            "    * Startup Sourcing\n",
            "\n",
            "    * Premium Reports\n",
            "\n",
            "    * Podcast\n",
            "\n",
            "  * Database\n",
            "\n",
            "    * Startup Database\n",
            "\n",
            "    * Investor Database\n",
            "\n",
            "  * About us\n",
            "\n",
            "    * Mission / Team\n",
            "\n",
            "    * Advertising\n",
            "\n",
            "    * Our Newsletter\n",
            "\n",
            "  * –CLUB–\n",
            "\n",
            "    * Register Now\n",
            "\n",
            "    * Log In\n",
            "\n",
            "    * CLUB Benefits\n",
            "\n",
            "Search\n",
            "\n",
            "![\\\\\"Logo\\\\\"](\\\\\"https://www.eu-startups.com/wp-content/uploads/2022/08/EU-\n",
            "Startups-Logo.png\\\\\")\n",
            "\n",
            "  * Magazine\n",
            "\n",
            "    * Interviews\n",
            "\n",
            "    * Re-/Launch\n",
            "\n",
            "    * Funding\n",
            "\n",
            "    * Acquisitions\n",
            "\n",
            "    * Other Stuff\n",
            "\n",
            "    * Know-How\n",
            "\n",
            "  * Summit\n",
            "\n",
            "    * Event Overview\n",
            "\n",
            "    * Get Tickets\n",
            "\n",
            "    * Sponsor\n",
            "\n",
            "    * Exhibit\n",
            "\n",
            "  * Job Board\n",
            "\n",
            "    * Job Board\n",
            "\n",
            "    * Post a Job\n",
            "\n",
            "  * Insights\n",
            "\n",
            "    * Startup Sourcing\n",
            "\n",
            "    * Premium Reports\n",
            "\n",
            "    * Podcast\n",
            "\n",
            "  * Database\n",
            "\n",
            "    * Startup Database\n",
            "\n",
            "    * Investor Database\n",
            "\n",
            "  * About us\n",
            "\n",
            "    * Mission / Team\n",
            "\n",
            "    * Advertising\n",
            "\n",
            "    * Our Newsletter\n",
            "\n",
            "  * –CLUB–\n",
            "\n",
            "    * Register Now\n",
            "\n",
            "    * Log In\n",
            "\n",
            "    * CLUB Benefits\n",
            "\n",
            "Search\n",
            "\n",
            "Home Startup Database\n",
            "\n",
            "#  Startup Database\n",
            "\n",
            "Keywords:\n",
            "\n",
            "Advanced Search\n",
            "\n",
            "Add Listing\n",
            "\n",
            "Sorted by Country:\n",
            "\n",
            "  * Austria (723) \n",
            "  * Belgium (662) \n",
            "  * Bulgaria (243) \n",
            "  * Croatia (198) \n",
            "  * Cyprus (271) \n",
            "  * Czechia (299) \n",
            "  * Denmark (756) \n",
            "  * Estonia (722) \n",
            "  * Finland (564) \n",
            "  * France (2835) \n",
            "  * Germany (4398) \n",
            "  * Greece (276) \n",
            "  * Hungary (315) \n",
            "  * Ireland (825) \n",
            "  * Italy (1414) \n",
            "  * Latvia (242) \n",
            "  * Lithuania (275) \n",
            "  * Luxembourg (214) \n",
            "  * Malta (146) \n",
            "  * Netherlands (1762) \n",
            "  * Norway (515) \n",
            "  * Poland (699) \n",
            "  * Portugal (589) \n",
            "  * Romania (385) \n",
            "  * Slovakia (162) \n",
            "  * Slovenia (201) \n",
            "  * Spain (2653) \n",
            "  * Sweden (1028) \n",
            "  * Switzerland (1068) \n",
            "  * UK (6726) \n",
            "\n",
            "Sort By:Default Business Name Total Funding Founded\n",
            "\n",
            "### Infrafon GmbH\n",
            "\n",
            "![\\\\\"Infrafon](\\\\\"https://www.eu-startups.com/wp-\n",
            "content/uploads/2024/09/dmea-150x174.jpg\\\\\")\n",
            "\n",
            "Business Name:\n",
            "\n",
            "Infrafon GmbH\n",
            "\n",
            "Category:\n",
            "\n",
            "Germany\n",
            "\n",
            "Based in:\n",
            "\n",
            "Freiburg\n",
            "\n",
            "Tags:\n",
            "\n",
            "edge Digitalization, Security, Workmanagement\n",
            "\n",
            "Founded:\n",
            "\n",
            "2021\n",
            "\n",
            "### Cimphony\n",
            "\n",
            "![\\\\\"Cimphony\\\\\"](\\\\\"https://www.eu-startups.com/wp-\n",
            "content/uploads/2024/09/agNsxwT_400x400-150x150.jpg\\\\\")\n",
            "\n",
            "Business Name:\n",
            "\n",
            "Cimphony\n",
            "\n",
            "Category:\n",
            "\n",
            "Austria\n",
            "\n",
            "Based in:\n",
            "\n",
            "Thal\n",
            "\n",
            "Tags:\n",
            "\n",
            "SaaS, AI,Bussines\n",
            "\n",
            "Founded:\n",
            "\n",
            "2024\n",
            "\n",
            "### Phi Wallet\n",
            "\n",
            "![\\\\\"Phi](\\\\\"https://www.eu-startups.com/wp-\n",
            "content/uploads/2024/09/Screenshot-2024-09-03-at-12.31.24-150x88.png\\\\\")\n",
            "\n",
            "Business Name:\n",
            "\n",
            "Phi Wallet\n",
            "\n",
            "Category:\n",
            "\n",
            "Portugal\n",
            "\n",
            "Based in:\n",
            "\n",
            "Lisbon\n",
            "\n",
            "Tags:\n",
            "\n",
            "Financial Services\n",
            "\n",
            "Founded:\n",
            "\n",
            "2021\n",
            "\n",
            "### Calensync.live\n",
            "\n",
            "![\\\\\"Calensync.live\\\\\"](\\\\\"https://www.eu-startups.com/wp-\n",
            "content/uploads/2024/09/calensync_226548.png\\\\\")\n",
            "\n",
            "Business Name:\n",
            "\n",
            "Calensync.live\n",
            "\n",
            "Category:\n",
            "\n",
            "Estonia\n",
            "\n",
            "Based in:\n",
            "\n",
            "Tallinn, Estonia\n",
            "\n",
            "Tags:\n",
            "\n",
            "Entrepreneurs, freelancers, directors, contractors\n",
            "\n",
            "Founded:\n",
            "\n",
            "2023\n",
            "\n",
            "### VidToBlogs\n",
            "\n",
            "![\\\\\"VidToBlogs\\\\\"](\\\\\"https://www.eu-startups.com/wp-\n",
            "content/uploads/2024/09/mfQq88js-150x84.jpg\\\\\")\n",
            "\n",
            "Business Name:\n",
            "\n",
            "VidToBlogs\n",
            "\n",
            "Category:\n",
            "\n",
            "Estonia\n",
            "\n",
            "Based in:\n",
            "\n",
            "Tallinn\n",
            "\n",
            "Tags:\n",
            "\n",
            "Video, Blog, Text Generation,\n",
            "\n",
            "Founded:\n",
            "\n",
            "2024\n",
            "\n",
            "### WAPlus – WhatsApp CRM\n",
            "\n",
            "![\\\\\"WhatsApp](\\\\\"https://www.eu-startups.com/wp-\n",
            "content/uploads/2024/09/logo-1-150x150.png\\\\\")\n",
            "\n",
            "Business Name:\n",
            "\n",
            "WAPlus – WhatsApp CRM\n",
            "\n",
            "Category:\n",
            "\n",
            "Spain\n",
            "\n",
            "Based in:\n",
            "\n",
            "Barcelona\n",
            "\n",
            "Tags:\n",
            "\n",
            "Schedule Message, Auto Reply, CRM Integration, AI ChatBot, AI Translator\n",
            "\n",
            "Founded:\n",
            "\n",
            "2022\n",
            "\n",
            "### Bricks\n",
            "\n",
            "![\\\\\"Bricks\\\\\"](\\\\\"https://www.eu-startups.com/wp-\n",
            "content/uploads/2024/09/bricks-og-image-150x79.png\\\\\")\n",
            "\n",
            "Business Name:\n",
            "\n",
            "Bricks\n",
            "\n",
            "Category:\n",
            "\n",
            "UK\n",
            "\n",
            "Based in:\n",
            "\n",
            "London\n",
            "\n",
            "Tags:\n",
            "\n",
            "productivity, collaboration tools, spreadsheets, presentations, slide decks,\n",
            "docs, wiki\n",
            "\n",
            "Founded:\n",
            "\n",
            "2024\n",
            "\n",
            "### Ask Bart\n",
            "\n",
            "![\\\\\"Ask](\\\\\"https://www.eu-startups.com/wp-content/uploads/2024/09/Askbart-\n",
            "rectangular-logo-150x39.png\\\\\")\n",
            "\n",
            "Business Name:\n",
            "\n",
            "Ask Bart\n",
            "\n",
            "Category:\n",
            "\n",
            "UK\n",
            "\n",
            "Based in:\n",
            "\n",
            "Worthing\n",
            "\n",
            "Tags:\n",
            "\n",
            "care homes, health care\n",
            "\n",
            "Founded:\n",
            "\n",
            "2024\n",
            "\n",
            "### Emble\n",
            "\n",
            "![\\\\\"Emble\\\\\"](\\\\\"https://www.eu-startups.com/wp-\n",
            "content/uploads/2024/09/Emble-avatar-white-on-black-solid_-150x150.png\\\\\")\n",
            "\n",
            "Business Name:\n",
            "\n",
            "Emble\n",
            "\n",
            "Category:\n",
            "\n",
            "UK\n",
            "\n",
            "Based in:\n",
            "\n",
            "London, United Kingdom\n",
            "\n",
            "Tags:\n",
            "\n",
            "User Research, User Testing, Product Management, SaaS Tools,\n",
            "\n",
            "Founded:\n",
            "\n",
            "2024\n",
            "\n",
            "### TinkTide\n",
            "\n",
            "![\\\\\"TinkTide\\\\\"](\\\\\"https://www.eu-startups.com/wp-\n",
            "content/uploads/2024/09/workflow4-150x83.png\\\\\")\n",
            "\n",
            "Business Name:\n",
            "\n",
            "TinkTide\n",
            "\n",
            "Category:\n",
            "\n",
            "Croatia\n",
            "\n",
            "Based in:\n",
            "\n",
            "Zagreb\n",
            "\n",
            "Tags:\n",
            "\n",
            "entrepreneur, small business, startup, market research, business idea,\n",
            "business plan, pitch deck\n",
            "\n",
            "Founded:\n",
            "\n",
            "2024\n",
            "\n",
            "### Tatanka.nl\n",
            "\n",
            "![\\\\\"Tatanka.nl\\\\\"](\\\\\"https://www.eu-startups.com/wp-\n",
            "content/uploads/2024/09/logo-150x150.png\\\\\")\n",
            "\n",
            "Business Name:\n",
            "\n",
            "Tatanka.nl\n",
            "\n",
            "Category:\n",
            "\n",
            "Netherlands\n",
            "\n",
            "Based in:\n",
            "\n",
            "Amsterdam\n",
            "\n",
            "Tags:\n",
            "\n",
            "natural supplements, herbal supplements, mood enhancers, energy boosters,\n",
            "relaxation aids, responsible use\n",
            "\n",
            "Founded:\n",
            "\n",
            "2023\n",
            "\n",
            "Next →\n",
            "\n",
            "#### STARTUP NEWS – By Country\n",
            "\n",
            "  * ![](\\\\\"/wp-content/uploads/icons/Austria-Startups.png\\\\\"/)Austria\n",
            "  * ![](\\\\\"/wp-content/uploads/icons/Belgium-Startups.png\\\\\"/)Belgium\n",
            "  * ![](\\\\\"/wp-content/uploads/icons/Bulgaria-Startups.png\\\\\"/)Bulgaria\n",
            "  * ![](\\\\\"/wp-content/uploads/icons/Croatia-Startups.png\\\\\"/)Croatia\n",
            "  * ![](\\\\\"/wp-content/uploads/icons/Cyprus-Startups.png\\\\\"/)Cyprus\n",
            "  * ![](\\\\\"/wp-content/uploads/icons/Czechia-Startups.png\\\\\"/)Czechia\n",
            "  * ![](\\\\\"/wp-content/uploads/icons/Denmark-Startups.png\\\\\"/)Denmark\n",
            "  * ![](\\\\\"/wp-content/uploads/icons/Estonia-Startups.png\\\\\"/)Estonia\n",
            "  * ![](\\\\\"/wp-content/uploads/icons/Finland-Startups.png\\\\\"/)Finland\n",
            "  * ![](\\\\\"/wp-content/uploads/icons/France-Startups.png\\\\\"/)France\n",
            "  * ![](\\\\\"/wp-content/uploads/icons/Germany-Startups.png\\\\\"/)Germany\n",
            "  * ![](\\\\\"/wp-content/uploads/icons/Greece-Startups.png\\\\\"/)Greece\n",
            "  * ![](\\\\\"/wp-content/uploads/icons/Hungary-Startups.png\\\\\"/)Hungary\n",
            "  * ![](\\\\\"/wp-content/uploads/icons/Ireland-Startups.png\\\\\"/)Ireland\n",
            "  * ![](\\\\\"/wp-content/uploads/icons/Italy-Startups.png\\\\\"/)Italy\n",
            "  * ![](\\\\\"/wp-content/uploads/icons/Latvia-Startups.png\\\\\"/)Latvia\n",
            "  * ![](\\\\\"/wp-content/uploads/icons/Lithuania-Startups.png\\\\\"/)Lithuania\n",
            "  * ![](\\\\\"/wp-content/uploads/icons/Luxembourg-Startups.png\\\\\"/)Luxembourg\n",
            "  * ![](\\\\\"/wp-content/uploads/icons/Malta-Startups.png\\\\\"/)Malta\n",
            "  * ![](\\\\\"/wp-content/uploads/icons/Netherlands-Startups.png\\\\\"/)Netherlands\n",
            "  * ![](\\\\\"/wp-content/uploads/icons/Norway-Startups.png\\\\\"/)Norway\n",
            "  * ![](\\\\\"/wp-content/uploads/icons/Poland-Startups.png\\\\\"/)Poland\n",
            "  * ![](\\\\\"/wp-content/uploads/icons/Portugal-Startups.png\\\\\"/)Portugal\n",
            "  * ![](\\\\\"/wp-content/uploads/icons/Romania-Startups.png\\\\\"/)Romania\n",
            "  * ![](\\\\\"/wp-content/uploads/icons/Slovakia-Startups.png\\\\\"/)Slovakia\n",
            "  * ![](\\\\\"/wp-content/uploads/icons/Slovenia-Startups.png\\\\\"/)Slovenia\n",
            "  * ![](\\\\\"/wp-content/uploads/icons/Spain-Startups.png\\\\\"/)Spain\n",
            "  * ![](\\\\\"/wp-content/uploads/icons/Sweden-Startups.png\\\\\"/)Sweden\n",
            "  * ![](\\\\\"/wp-content/uploads/icons/Switzerland-Startups.png\\\\\"/)Switzerland\n",
            "  * ![](\\\\\"/wp-content/uploads/icons/UK-Startups.png\\\\\"/)UK\n",
            "\n",
            "#### Receive our weekly Newsletter\n",
            "\n",
            "Newsletter Form (#1)\n",
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            "Email\n",
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            "Subscribe Now\n",
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            "#### Our Channels\n",
            "\n",
            "![](\\\\\"https://www.eu-startups.com/wp-\n",
            "content/uploads/2024/06/LinkedIn-2.png\\\\\"/) ![](\\\\\"https://www.eu-\n",
            "startups.com/wp-\n",
            "content/uploads/2024/06/Facebook-1-1.png\\\\\"/)![](\\\\\"https://www.eu-\n",
            "startups.com/wp-\n",
            "content/uploads/2024/06/Instagram-1.png\\\\\"/)![](\\\\\"https://www.eu-\n",
            "startups.com/wp-\n",
            "content/uploads/2024/06/Newsletter-1.png\\\\\"/)![](\\\\\"https://www.eu-\n",
            "startups.com/wp-content/uploads/2024/06/Twitter-1.png\\\\\"/)\n",
            "\n",
            "#### Latest Jobs\n",
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            "Field Sales Representative Zürich, Switzerland\n",
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            "#### Advertising\n",
            "\n",
            "![](\\\\\"https://www.eu-startups.com/wp-content/uploads/2023/05/Sourcing-\n",
            "square.png\\\\\"/)\n",
            "\n",
            "![\\\\\"Logo\\\\\"](\\\\\"https://www.eu-startups.com/wp-\n",
            "content/uploads/2023/02/EU_Startups_Logo_Transparent_White-1.png\\\\\")\n",
            "\n",
            "### ABOUT US\n",
            "\n",
            "EU-Startups.com is the leading online magazine about startups in Europe. Learn\n",
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            "### FOLLOW US\n",
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            "\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [],
      "metadata": {
        "id": "stieeRDh_PpG"
      },
      "execution_count": null,
      "outputs": []
    }
  ]
}