Create Web2Quiz
This commit is contained in:
Keshvi
300
community-contributions/Keshvi_Web2Quiz/Web2Quiz.ipynb
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300
community-contributions/Keshvi_Web2Quiz/Web2Quiz.ipynb
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{
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"cells": [
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{
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"cell_type": "markdown",
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"source": [
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"## Web2Quiz: Generator Quiz from webpage content."
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],
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"metadata": {
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"id": "n3vd295elWxh"
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},
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"id": "n3vd295elWxh"
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "f4484fcf-8b39-4c3f-9674-37970ed71988",
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"metadata": {
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"id": "f4484fcf-8b39-4c3f-9674-37970ed71988"
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},
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"outputs": [],
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"source": [
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"#.env upload\n",
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"from google.colab import files\n",
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"uploaded = files.upload()"
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]
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},
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{
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"cell_type": "code",
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"source": [
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"!pip install dotenv\n"
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],
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"metadata": {
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"id": "VTpN_jVbMKuk"
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},
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"id": "VTpN_jVbMKuk",
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"execution_count": null,
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"outputs": []
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},
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{
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"cell_type": "code",
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"source": [
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"import os\n",
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"from dotenv import load_dotenv"
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],
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"metadata": {
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"id": "twYi9eJwL2h1"
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},
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"id": "twYi9eJwL2h1",
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"execution_count": null,
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"outputs": []
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},
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{
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"cell_type": "code",
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"source": [
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"load_dotenv(override=True)\n",
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"api_key = os.getenv('OPENROUTER_KEY')\n",
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"\n",
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"# Check the key\n",
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"if not api_key:\n",
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" print(\"No API key was found - please head over to the troubleshooting notebook in this folder to identify & fix!\")\n",
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"# elif not api_key.startswith(\"sk-proj-\"):\n",
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"# print(\"An API key was found, but it doesn't start sk-proj-; please check you're using the right key - see troubleshooting notebook\")\n",
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"elif api_key.strip() != api_key:\n",
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" print(\"An API key was found, but it looks like it might have space or tab characters at the start or end - please remove them - see troubleshooting notebook\")\n",
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"else:\n",
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" print(\"API key found and looks good so far!\")\n"
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],
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"metadata": {
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"id": "NRnUTEkZL2eZ"
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},
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"id": "NRnUTEkZL2eZ",
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"execution_count": null,
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"outputs": []
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},
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{
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"cell_type": "code",
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"source": [
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"!pip install openai"
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],
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"metadata": {
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"id": "RRuKJ_pzL2be"
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},
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"id": "RRuKJ_pzL2be",
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"execution_count": null,
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"outputs": []
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},
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{
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"cell_type": "code",
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"source": [
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"!pip install requests beautifulsoup4\n",
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"!pip install selenium"
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],
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"metadata": {
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"id": "DWsPpdjOVPTW"
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},
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"id": "DWsPpdjOVPTW",
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"execution_count": null,
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"outputs": []
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},
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{
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"cell_type": "code",
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"source": [
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"from bs4 import BeautifulSoup\n",
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"import requests\n",
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"from tempfile import mkdtemp\n",
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"from selenium import webdriver\n",
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"from selenium.webdriver.chrome.options import Options\n",
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"from selenium.webdriver.support.ui import WebDriverWait\n",
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"from selenium.webdriver.support import expected_conditions as EC\n",
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"from selenium.webdriver.common.by import By\n",
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"\n",
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"class Website:\n",
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" def __init__(self, url, use_selenium=False):\n",
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" \"\"\"\n",
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" Create Website object from the given URL.\n",
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" If use_selenium=True, fetch page with Selenium.\n",
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" Otherwise, use requests + BeautifulSoup.\n",
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" \"\"\"\n",
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" self.url = url\n",
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" self.title = \"\"\n",
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" self.text = \"\"\n",
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" self.use_selenium = use_selenium\n",
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"\n",
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" if self.use_selenium:\n",
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" html = self._fetch_with_selenium()\n",
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" else:\n",
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" html = self._fetch_with_requests()\n",
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"\n",
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" if not html:\n",
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" self.title = \"Error fetching page\"\n",
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" self.text = \"Could not retrieve HTML content.\"\n",
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" return\n",
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"\n",
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" soup = BeautifulSoup(html, \"html.parser\")\n",
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" self.title = soup.title.string if soup.title else \"No title found\"\n",
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"\n",
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" # content_div = soup.find('div', id='content')\n",
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" if soup.body:\n",
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" for irrelevant in soup.body([\"script\", \"style\", \"img\", \"input\", \"header\", \"footer\", \"nav\", \"aside\"]):\n",
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" irrelevant.decompose()\n",
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" self.text = soup.body.get_text(separator=\"\\n\", strip=True)\n",
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" else:\n",
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" self.text = \"No body tag found in the HTML.\"\n",
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"\n",
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" # Basic html scrapper\n",
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" def _fetch_with_requests(self):\n",
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" \"\"\"Fetch HTML using requests.\"\"\"\n",
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" try:\n",
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" headers = {\"User-Agent\": \"Mozilla/5.0\"}\n",
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" response = requests.get(self.url, headers=headers, timeout=10)\n",
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" response.raise_for_status()\n",
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" return response.text\n",
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" except requests.exceptions.RequestException as e:\n",
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" print(f\"Error fetching with requests: {e}\")\n",
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" return None\n",
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"\n",
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" # Dynamic html scrapper\n",
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" def _fetch_with_selenium(self):\n",
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" \"\"\"Fetch HTML using Selenium with improved options.\"\"\"\n",
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" options = Options()\n",
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" options.add_argument(\"--no-sandbox\")\n",
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" options.add_argument(\"--disable-dev-shm-usage\")\n",
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" options.add_argument(\"--headless\")\n",
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" options.add_argument(f\"--user-data-dir={mkdtemp()}\")\n",
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"\n",
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" driver = None\n",
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" try:\n",
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" driver = webdriver.Chrome(options=options)\n",
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" driver.get(self.url)\n",
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"\n",
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" WebDriverWait(driver, 10).until(\n",
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" EC.presence_of_element_located((By.TAG_NAME, \"body\"))\n",
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" )\n",
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"\n",
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" html = driver.page_source\n",
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" return html\n",
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" except Exception as e:\n",
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" print(f\"An error occurred during Selenium fetch: {e}\")\n",
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" return None\n",
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" finally:\n",
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" if driver:\n",
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" driver.quit()\n",
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"\n"
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],
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"metadata": {
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"id": "PzBP0tXXcrP-"
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},
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"id": "PzBP0tXXcrP-",
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"execution_count": null,
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"outputs": []
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},
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{
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"cell_type": "code",
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"source": [
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"site1 = Website(\"https://en.wikipedia.org/wiki/Integration_testing\", use_selenium=False)\n",
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"print(\"Title:\", site1.title)\n",
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"print(\"Text preview:\", site1.text[:200])\n",
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"\n",
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"site2 = Website(\"https://www.tpointtech.com/java-for-loop\", use_selenium=True)\n",
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"print(\"Title:\", site2.title)\n",
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"print(\"Text preview:\", site2.text[:200])"
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],
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"metadata": {
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"id": "vsNmh5b5c6Gq"
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},
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"id": "vsNmh5b5c6Gq",
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"execution_count": null,
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"outputs": []
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},
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{
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"cell_type": "code",
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"source": [
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"# Step 1: Create your prompts\n",
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"system_prompt = f\"You are a MCQ quiz generator. Analyze the provided TEXT and filter CONTENT relevent to {site1.title}. Then based on the relevant CONTENT generate 10 MCQs. List all correct options at the end.\"\n",
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"user_prompt = f\"Below is provided TEXT : \\n{site1.text}\"\n",
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"\n",
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"# Step 2: Make the messages list\n",
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"messages = [\n",
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" {\"role\": \"system\", \"content\": system_prompt},\n",
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" {\"role\": \"user\", \"content\": user_prompt}\n",
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"]\n",
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"\n",
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"# Step 3: Call OpenAI\n",
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"openai = OpenAI(base_url=\"https://openrouter.ai/api/v1\", api_key=api_key)\n",
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"\n",
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"# Step 4: print the result\n",
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"response = openai.chat.completions.create(model=\"qwen/qwen2.5-vl-72b-instruct:free\", messages=messages)\n",
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"print(response.choices[0].message.content)"
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],
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"metadata": {
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"collapsed": true,
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"id": "BYdc1w70QFD2"
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},
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"id": "BYdc1w70QFD2",
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"execution_count": null,
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"outputs": []
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},
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{
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"cell_type": "code",
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"source": [
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"# Step 1: Create your prompts\n",
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"system_prompt = f\"You are a MCQ quiz generator. Analyze the provided TEXT and filter CONTENT relevent to {site2.title}. Then based on the relevant CONTENT generate 10 MCQs. List all correct options at the end.\"\n",
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"user_prompt = f\"Below is provided TEXT : \\n{site2.text}\"\n",
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"\n",
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"# Step 2: Make the messages list\n",
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"messages = [\n",
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" {\"role\": \"system\", \"content\": system_prompt},\n",
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" {\"role\": \"user\", \"content\": user_prompt}\n",
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"]\n",
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"\n",
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"# Step 3: Call OpenAI\n",
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"openai = OpenAI(base_url=\"https://openrouter.ai/api/v1\", api_key=api_key)\n",
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"\n",
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"# Step 4: print the result\n",
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"response = openai.chat.completions.create(model=\"qwen/qwen2.5-vl-72b-instruct:free\", messages=messages)\n",
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"print(response.choices[0].message.content)"
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],
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"metadata": {
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"id": "Rv8vxFHtQFBm"
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},
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"id": "Rv8vxFHtQFBm",
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"execution_count": null,
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"outputs": []
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},
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{
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"cell_type": "code",
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"source": [],
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"metadata": {
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"id": "o5tIkQ95_2Hc"
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},
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"id": "o5tIkQ95_2Hc",
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"execution_count": null,
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"outputs": []
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}
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],
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"metadata": {
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"kernelspec": {
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"display_name": "Python 3 (ipykernel)",
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"language": "python",
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"name": "python3"
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},
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"language_info": {
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"codemirror_mode": {
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"name": "ipython",
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"version": 3
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},
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"file_extension": ".py",
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"mimetype": "text/x-python",
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.11.12"
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},
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"colab": {
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"provenance": []
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}
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},
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"nbformat": 4,
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"nbformat_minor": 5
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}
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Block a user