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{ |
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"cells": [ |
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{ |
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"cell_type": "markdown", |
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"id": "c97ad592-c8be-4583-a19c-ac813e56f410", |
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"metadata": {}, |
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"source": [ |
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"## Mac Users\n", |
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"\n", |
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"I find some challenges while setting up this in MAC silicon M1 chip. Execute below commands in MAC terminal.\n", |
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"\n", |
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"1. Download chromedriver.\n", |
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"2. Unzip and add it to the path.\n", |
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"3. Set Extended attributes." |
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] |
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}, |
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{ |
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"cell_type": "markdown", |
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"id": "b635b345-b000-48cc-8a7f-7df279a489a3", |
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"metadata": {}, |
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"source": [ |
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"cd ~/Downloads\n", |
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"wget https://storage.googleapis.com/chrome-for-testing-public/133.0.6943.126/mac-arm64/chromedriver-mac-arm64.zip\n", |
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"unzip chromedriver-mac-arm64.zip\n", |
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"sudo mv chromedriver-mac-arm64/chromedriver /usr/local/bin/\n", |
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"chmod +x /usr/local/bin/chromedriver\n", |
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"cd /usr/local/bin/\n", |
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"xattr -d com.apple.quarantine chromedriver\n", |
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"cd \n", |
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"chromedriver --version" |
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] |
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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": "17c7c79a-8ae0-4f5d-a7c8-c54aa7ba90fd", |
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"metadata": {}, |
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"outputs": [], |
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"source": [ |
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"!pip install selenium\n", |
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"!pip install undetected-chromedriver\n", |
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"!pip install beautifulsoup4" |
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] |
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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": "c10bd630-2dfd-4572-8c21-2dc4c6a372ab", |
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"metadata": {}, |
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"outputs": [], |
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"source": [ |
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"from selenium import webdriver\n", |
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"from selenium.webdriver.chrome.service import Service\n", |
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"from selenium.webdriver.common.by import By\n", |
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"from selenium.webdriver.chrome.options import Options\n", |
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"from openai import OpenAI\n", |
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"import os\n", |
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"import requests\n", |
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"from dotenv import load_dotenv\n", |
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"from bs4 import BeautifulSoup\n", |
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"from IPython.display import Markdown, display\n", |
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"from openai import OpenAI" |
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] |
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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": "6fb3641d-e9f8-4f5b-bb9d-ee0e971cccdb", |
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"metadata": {}, |
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"outputs": [], |
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"source": [ |
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"OLLAMA_API = \"http://localhost:11434/api/chat\"\n", |
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"HEADERS = {\"Content-Type\": \"application/json\"}\n", |
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"MODEL = \"llama3.2\"\n", |
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"PATH_TO_CHROME_DRIVER = '/usr/local/bin/chromedriver'\n", |
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"system_prompt = \"You are an assistant that analyzes the contents of a website \\\n", |
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"and provides a short summary, ignoring text that might be navigation related. \\\n", |
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"Respond in markdown. Highlight all the products this website offered and also find when website is created.\"\n" |
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] |
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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": "5d57e958", |
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"metadata": {}, |
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"outputs": [], |
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"source": [ |
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"class Website:\n", |
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" url: str\n", |
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" title: str\n", |
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" text: str\n", |
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"\n", |
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" def __init__(self, url):\n", |
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" self.url = url\n", |
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"\n", |
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" options = Options()\n", |
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"\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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"\n", |
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" service = Service(PATH_TO_CHROME_DRIVER)\n", |
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" driver = webdriver.Chrome(service=service, options=options)\n", |
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" driver.get(url)\n", |
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"\n", |
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" # input(\"Please complete the verification in the browser and press Enter to continue...\")\n", |
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" page_source = driver.page_source\n", |
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" driver.quit()\n", |
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"\n", |
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" soup = BeautifulSoup(page_source, 'html.parser')\n", |
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" self.title = soup.title.string if soup.title else \"No title found\"\n", |
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" for irrelevant in soup([\"script\", \"style\", \"img\", \"input\"]):\n", |
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" irrelevant.decompose()\n", |
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" self.text = soup.get_text(separator=\"\\n\", strip=True)" |
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] |
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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": "56df8cd2-2707-43f6-a066-3367846929b3", |
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"metadata": {}, |
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"outputs": [], |
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"source": [ |
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"def user_prompt_for(website):\n", |
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" user_prompt = f\"You are looking at a website titled {website.title}\"\n", |
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" user_prompt += \"\\nThe contents of this website is as follows; \\\n", |
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"please provide a short summary of this website in markdown. \\\n", |
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"If it includes news or announcements, then summarize these too.\\n\\n\"\n", |
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" user_prompt += website.text\n", |
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" return user_prompt\n", |
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"\n", |
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"\n", |
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"\n", |
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"def messages_for(website):\n", |
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" return [\n", |
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" {\"role\": \"system\", \"content\": system_prompt},\n", |
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" {\"role\": \"user\", \"content\": user_prompt_for(website)}\n", |
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" ]\n", |
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"\n", |
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"\n", |
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"def summarize(url):\n", |
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" website = Website(url)\n", |
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" ollama_via_openai = OpenAI(base_url='http://localhost:11434/v1', api_key='ollama')\n", |
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" response = ollama_via_openai.chat.completions.create(\n", |
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" model=MODEL,\n", |
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" messages = messages_for(website)\n", |
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" )\n", |
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" return response.choices[0].message.content\n", |
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"\n", |
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"\n", |
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"def display_summary(url):\n", |
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" summary = summarize(url)\n", |
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" display(Markdown(summary))" |
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] |
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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": "f2eb9599", |
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"metadata": {}, |
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"outputs": [], |
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"source": [ |
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"display_summary(\"https://ae.almosafer.com\")" |
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] |
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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": "31b66c0f-6b45-4986-b77c-758625945a91", |
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"metadata": {}, |
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"outputs": [], |
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"source": [] |
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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": "3.11.11" |
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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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