diff --git a/cookbook/research-agent/scrapegraph_langgraph_tavily_mysql.ipynb b/cookbook/research-agent/scrapegraph_langgraph_tavily_mysql.ipynb new file mode 100644 index 0000000..ddd6105 --- /dev/null +++ b/cookbook/research-agent/scrapegraph_langgraph_tavily_mysql.ipynb @@ -0,0 +1,2043 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": { + "id": "ReBHQ5_834pZ" + }, + "source": [ + "\n", + " \"Open\n", + "" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "jEkuKbcRrPcK" + }, + "source": [ + "## 🕷️ Research Agent with `scrapegraph`, `langgraph`, `tavily` and `MySQL`" + ] + }, + { + "cell_type": "markdown", + "source": [ + 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+ ], + "metadata": { + "id": "-GmCGaVI3kcT" + } + }, + { + "cell_type": "markdown", + "metadata": { + "id": "IzsyDXEWwPVt" + }, + "source": [ + "### 🔧 Install `dependencies`" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "id": "os_vm0MkIxr9" + }, + "outputs": [], + "source": [ + "%%capture\n", + "!pip install langgraph langchain-scrapegraph langchain-openai \"langchain-community>=0.2.11\" tavily-python" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "apBsL-L2KzM7" + }, + "source": [ + "### 🔑 Import `ScrapeGraph`, `Tavily` and `OpenAI` API keys" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "ol9gQbAFkh9b" + }, + "source": [ + "You can find the Scrapegraph API key [here](https://dashboard.scrapegraphai.com/)" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "sffqFG2EJ8bI", + "outputId": "132bdfb9-45c8-4c26-8ac2-d13593ba392a" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Scrapegraph API key:\n", + "··········\n", + "Tavily API key:\n", + "··········\n", + "OpenAI API key:\n", + "··········\n" + ] + } + ], + "source": [ + "import getpass\n", + "import os\n", + "\n", + "if not os.environ.get(\"SGAI_API_KEY\"):\n", + " os.environ[\"SGAI_API_KEY\"] = getpass.getpass(\"Scrapegraph API key:\\n\")\n", + "\n", + "if not os.environ.get(\"TAVILY_API_KEY\"):\n", + " os.environ[\"TAVILY_API_KEY\"] = getpass.getpass(\"Tavily API key:\\n\")\n", + "\n", + "if not os.environ.get(\"OPENAI_API_KEY\"):\n", + " os.environ[\"OPENAI_API_KEY\"] = getpass.getpass(\"OpenAI API key:\\n\")" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "jnqMB2-xVYQ7" + }, + "source": [ + "### 📝 Defining an `Output Schema` for Webpage Content Extraction\n" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "VZvxbjfXvbgd" + }, + "source": [ + "If you already know what you want to extract from a webpage, you can **define an output schema** using **Pydantic**. This schema acts as a \"blueprint\" that tells the AI how to structure the response.\n", + "\n", + "
\n", + " Pydantic Schema Quick Guide\n", + "\n", + "Types of Schemas \n", + "\n", + "1. Simple Schema \n", + "Use this when you want to extract straightforward information, such as a single piece of content. \n", + "\n", + "```python\n", + "from pydantic import BaseModel, Field\n", + "\n", + "# Simple schema for a single webpage\n", + "class PageInfoSchema(BaseModel):\n", + " title: str = Field(description=\"The title of the webpage\")\n", + " description: str = Field(description=\"The description of the webpage\")\n", + "\n", + "# Example Output JSON after AI extraction\n", + "{\n", + " \"title\": \"ScrapeGraphAI: The Best Content Extraction Tool\",\n", + " \"description\": \"ScrapeGraphAI provides powerful tools for structured content extraction from websites.\"\n", + "}\n", + "```\n", + "\n", + "2. Complex Schema (Nested) \n", + "If you need to extract structured information with multiple related items (like a list of repositories), you can **nest schemas**.\n", + "\n", + "```python\n", + "from pydantic import BaseModel, Field\n", + "from typing import List\n", + "\n", + "# Define a schema for a single repository\n", + "class RepositorySchema(BaseModel):\n", + " name: str = Field(description=\"Name of the repository (e.g., 'owner/repo')\")\n", + " description: str = Field(description=\"Description of the repository\")\n", + " stars: int = Field(description=\"Star count of the repository\")\n", + " forks: int = Field(description=\"Fork count of the repository\")\n", + " today_stars: int = Field(description=\"Stars gained today\")\n", + " language: str = Field(description=\"Programming language used\")\n", + "\n", + "# Define a schema for a list of repositories\n", + "class ListRepositoriesSchema(BaseModel):\n", + " repositories: List[RepositorySchema] = Field(description=\"List of GitHub trending repositories\")\n", + "\n", + "# Example Output JSON after AI extraction\n", + "{\n", + " \"repositories\": [\n", + " {\n", + " \"name\": \"google-gemini/cookbook\",\n", + " \"description\": \"Examples and guides for using the Gemini API\",\n", + " \"stars\": 8036,\n", + " \"forks\": 1001,\n", + " \"today_stars\": 649,\n", + " \"language\": \"Jupyter Notebook\"\n", + " },\n", + " {\n", + " \"name\": \"TEN-framework/TEN-Agent\",\n", + " \"description\": \"TEN Agent is a conversational AI powered by TEN, integrating Gemini 2.0 Multimodal Live API, OpenAI Realtime API, RTC, and more.\",\n", + " \"stars\": 3224,\n", + " \"forks\": 311,\n", + " \"today_stars\": 361,\n", + " \"language\": \"Python\"\n", + " }\n", + " ]\n", + "}\n", + "```\n", + "\n", + "Key Takeaways \n", + "- **Simple Schema**: Perfect for small, straightforward extractions. \n", + "- **Complex Schema**: Use nesting to extract lists or structured data, like \"a list of repositories.\" \n", + "\n", + "Both approaches give the AI a clear structure to follow, ensuring that the extracted content matches exactly what you need.\n", + "
\n" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "id": "dlrOEgZk_8V4" + }, + "outputs": [], + "source": [ + "from pydantic import BaseModel, Field\n", + "from typing import List\n", + "\n", + "# Schema for a single news item\n", + "class NewsItemSchema(BaseModel):\n", + " title: str = Field(description=\"Title of the news article\")\n", + " link: str = Field(description=\"URL to the news article\")\n", + " description: str = Field(description=\"Summary/description of the news article\")\n", + "\n", + "# Schema that contains a list of news items\n", + "class ListNewsSchema(BaseModel):\n", + " news: List[NewsItemSchema] = Field(description=\"List of news articles with their details\")" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "cDGH0b2DkY63" + }, + "source": [ + "### 🚀 Initialize `scrapegraph` and `tavily` tools and `langgraph` prebuilt agent and run the `extraction`" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "M1KSXffZopUD" + }, + "source": [ + "Here we use `SmartScraperTool` to extract structured data using AI from a webpage.\n", + "\n", + "\n", + "> If you already have an HTML file, you can upload it and use `LocalScraperTool` instead.\n", + "\n", + "You can find more info in the [official langchain documentation](https://python.langchain.com/docs/integrations/tools/scrapegraph/)\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": { + "id": "ySoE0Rowjgp1" + }, + "outputs": [], + "source": [ + "from langchain_scrapegraph.tools import SmartScraperTool\n", + "from langchain_community.tools import TavilySearchResults\n", + "\n", + "# Will automatically get SGAI_API_KEY from environment\n", + "# Initialization without output schema\n", + "# smartscraper_tool = SmartScraperTool()\n", + "\n", + "# Since we have defined an output schema, let's use it\n", + "# This will force the tool to have always the same output structure\n", + "smartscraper_tool = SmartScraperTool(llm_output_schema=ListNewsSchema)\n", + "\n", + "# Initialize tavily tool to look for URLs\n", + "tavily_tool = TavilySearchResults(\n", + " max_results=1,\n", + " name=\"urls_finder\",\n", + " description=\"Use this tool to find webpages urls that satisfy the user request\",\n", + ")\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "W54HVoYeiJbG" + }, + "source": [ + "We then initialize the `llm model` we want to use in the agent\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": { + "id": "ctrkEnltiBCD" + }, + "outputs": [], + "source": [ + "# First we initialize the llm model we want to use.\n", + "from langchain_openai import ChatOpenAI\n", + "\n", + "llm_model = ChatOpenAI(model=\"gpt-4o\", temperature=0)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "M0WY2Pa8Y8Pk" + }, + "source": [ + "Here we use `create_react_agent` to quickly use one of the prebuilt agents from `langgraph.prebuilt` module\n", + "\n", + "You can find more info in the [official langgraph documentation](https://langchain-ai.github.io/langgraph/how-tos/create-react-agent/)\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": { + "id": "Zo1BcIlHhcQP" + }, + "outputs": [], + "source": [ + "from langgraph.prebuilt import create_react_agent\n", + "from langgraph.checkpoint.memory import MemorySaver\n", + "\n", + "# List of tools we want the agent to use\n", + "tools = [smartscraper_tool, tavily_tool]\n", + "\n", + "# We set up the agent's memory to review the different reasoning steps\n", + "memory = MemorySaver()\n", + "\n", + "# Add a configuration to specify where to store the graph states\n", + "config = {\"configurable\": {\"thread_id\": \"1\"}}\n", + "\n", + "# Initialize the ReAct agent\n", + "graph = create_react_agent(\n", + " model=llm_model,\n", + " tools=tools,\n", + " checkpointer=memory,\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "_UYcJ2Mxip5w" + }, + "source": [ + "Let's visualize the `graph`" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 350 + }, + "id": "2FIKomclLNFx", + "outputId": "11374a54-6cab-4037-a836-46e3d0dcb946" + }, + "outputs": [ + { + "output_type": "display_data", + "data": { + "image/png": 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\n", + "text/plain": [ + "" + ] + }, + "metadata": {} + } + ], + "source": [ + "from IPython.display import Image, display\n", + "\n", + "display(Image(graph.get_graph().draw_mermaid_png()))" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "cw-T5CYWkCEN" + }, + "source": [ + "`Run the graph` and stream the agent reasoning.\n", + "\n", + "We are going to ask the agent to extract the content from a `specific webpage`." + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "Qn1rC2y8kAe9", + "outputId": "4d019a9f-1098-413e-f241-31437e07fdb5" + }, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "================================\u001b[1m Human Message \u001b[0m=================================\n", + "\n", + "Find all the latest news related to CES 2025\n", + "==================================\u001b[1m Ai Message \u001b[0m==================================\n", + "Tool Calls:\n", + " urls_finder (call_lXx0Jn0UGLw40zTaT3TK3J35)\n", + " Call ID: call_lXx0Jn0UGLw40zTaT3TK3J35\n", + " Args:\n", + " query: CES 2025 latest news\n", + "=================================\u001b[1m Tool Message \u001b[0m=================================\n", + "Name: urls_finder\n", + "\n", + "[{\"url\": \"https://www.techradar.com/tech-events/live/ces-2025-live-latest-news\", \"content\": \"Head over to our CES 2025 news page for the latest stories and our hands-on verdicts on everything from 8K TVs and foldable displays to new phones, laptops, smart home gadgets, and the latest in AI. CES 2025 day 1: the 11 best gadgets we've seen, from Samsung's new flagship OLED TV to the Garmin Instinct 3 Read the full story: CES 2025 day 1: the 11 best gadgets we've seen, from Samsung's new flagship OLED TV to the Garmin Instinct 3 This robot vacuum can also bring you a sandwich, and it might be the greatest gadget we've seen yet at CES CES 2025 day 1: the 11 best gadgets we've seen, from Samsung's new flagship OLED TV to the Garmin Instinct 3\"}]\n", + "==================================\u001b[1m Ai Message \u001b[0m==================================\n", + "Tool Calls:\n", + " SmartScraper (call_90NkkFUwjoCJv3qIvJhPS2f1)\n", + " Call ID: call_90NkkFUwjoCJv3qIvJhPS2f1\n", + " Args:\n", + " user_prompt: Extract the latest news headlines and summaries related to CES 2025.\n", + " website_url: https://www.techradar.com/tech-events/live/ces-2025-live-latest-news\n", + "=================================\u001b[1m Tool Message \u001b[0m=================================\n", + "Name: SmartScraper\n", + "\n", + "{\"news\": [{\"title\": \"CES 2025 day 3: the 11 best gadgets we've seen, from Lenovo's rollable laptop to Panasonic's new flagship OLED TV\", \"link\": \"https://www.techradar.com/tech-events/ces-2025-day-3-the-11-best-gadgets-weve-seen-from-lenovos-rollable-laptop-to-panasonics-new-flagship-oled-tv\", \"description\": \"A roundup of the top gadgets showcased on the third day of CES 2025, highlighting innovative products from various brands.\"}, {\"title\": \"CES 2025 proves AI is everywhere, unstoppable, and perhaps just how you want it\", \"link\": \"https://www.techradar.com/computing/artificial-intelligence/ces-2025-proves-ai-is-everywhere-unstoppable-and-perhaps-just-how-you-want-it\", \"description\": \"An exploration of the pervasive presence of AI technologies at CES 2025 and their implications for consumers.\"}, {\"title\": \"Forget tri-folding phones - this pocketable folding projector is the companion I want for my 2025 travels\", \"link\": \"https://www.techradar.com/televisions/projectors/forget-tri-folding-phones-this-pocketable-folding-projector-is-the-companion-i-want-for-my-2025-travels\", \"description\": \"A review of a new portable folding projector that stands out as a desirable travel accessory.\"}, {\"title\": \"HDMI 2.2 officially revealed at CES 2025: here's what it means for TVs and gaming consoles\", \"link\": \"https://www.techradar.com/tech/hdmi-2-2-officially-revealed-at-ces-2025-heres-what-that-means-for-tvs-and-gaming-consoles\", \"description\": \"Details on the announcement of HDMI 2.2 and its potential impact on television and gaming technology.\"}, {\"title\": \"This awesome E Ink poster frame looks like the future of wall art, if you can stomach the price tag\", \"link\": \"https://www.techradar.com/home/smart-home/this-awesome-e-ink-poster-frame-looks-like-the-future-of-wall-art-if-you-can-stomach-the-price-tag\", \"description\": \"A look at a new E Ink poster frame that represents a futuristic approach to home decor, albeit at a high price.\"}, {\"title\": \"I saw Hisense's RGB mini-LED TV, and this vividly colorful set is the future of TV\", \"link\": \"https://www.techradar.com/televisions/i-saw-hisenses-rgb-mini-led-tv-and-this-vividly-colorful-set-is-the-future-of-tv\", \"description\": \"An impression of Hisense's new RGB mini-LED TV, noted for its vibrant colors and advanced technology.\"}, {\"title\": \"I saw Samsung's new The Frame Pro mini-LED TV, and it's whole new work of art\", \"link\": \"https://www.techradar.com/televisions/i-saw-samsungs-new-the-frame-pro-mini-led-tv-and-its-whole-new-work-of-art\", \"description\": \"Samsung's The Frame Pro mini-LED TV has been showcased at CES 2025, featuring Neo QLED mini-LED technology and local dimming, resulting in significantly improved image quality compared to previous models.\"}, {\"title\": \"This robot vacuum can also bring you a sandwich, and it might be the greatest gadget we've seen yet at CES\", \"link\": \"https://www.techradar.com/tech-events/this-robot-vacuum-can-also-bring-you-a-sandwich-and-it-might-be-the-greatest-gadget-weve-seen-yet-at-ces?hasComeFromProof=true\", \"description\": \"The SwitchBot K20+ Pro is highlighted as a standout gadget at CES 2025, functioning as a vacuum, air purifier, security camera, and sandwich deliverer, showcasing a modular design.\"}, {\"title\": \"Nvidia unveils new GeForce RTX 5090, RTX 5080, RTX 5070 Ti, and RTX 5070 graphics cards at CES 2025\", \"link\": \"https://www.techradar.com/computing/gpu/nvidia-unveils-new-geforce-rtx-5090-rtx-5080-rtx-5070-ti-and-rtx-5070-graphics-cards-at-ces-2025\", \"description\": \"Nvidia has revealed its latest RTX 5000 series graphics cards, boasting impressive specifications and a price tag of $1,999 for the flagship RTX 5090.\"}, {\"title\": \"I heard LG's new speakers made with will.i.am, and I kind of love them\", \"link\": \"https://www.techradar.com/audio/wireless-bluetooth-speakers/i-heard-lgs-new-speakers-made-with-will-i-am-and-i-kind-of-love-them\", \"description\": \"LG's new range of Bluetooth speakers, developed in collaboration with will.i.am, delivers high-quality sound and innovative design, surprising reviewers at CES 2025.\"}, {\"title\": \"The new Garmin Instinct 3 had me climbing a wall - in the best way possible\", \"link\": \"https://www.techradar.com/health-fitness/the-new-garmin-instinct-3-had-me-climbing-a-wall-in-the-best-way-possible\", \"description\": \"The Garmin Instinct 3 smartwatch, featuring a new AMOLED display and enhanced durability, was tested at CES 2025, showcasing its capabilities for outdoor activities.\"}, {\"title\": \"CES 2025 day 1: featuring the 11 best gadgets we've seen so far\", \"link\": \"https://www.techradar.com/tech-events/the-best-of-ces-2025-day-one\", \"description\": \"A roundup of the best gadgets from the first day of CES 2025, including smart glasses, smart rings, and high-resolution audio players.\"}, {\"title\": \"CES 2025 day 1: the 11 best gadgets we’ve seen, from Samsung's new flagship OLED TV to the Garmin Instinct 3\", \"link\": \"https://www.techradar.com/tech-events/the-best-of-ces-2025-day-one\", \"description\": \"A roundup of the best gadgets showcased on the first day of CES 2025, highlighting innovations from major brands.\"}, {\"title\": \"I tried the world's first interactive The Last of Us exhibit at CES - even though I died, I loved it\", \"link\": \"https://www.techradar.com/tech/i-tried-the-worlds-first-interactive-the-last-of-us-exhibit-at-ces-even-though-i-died-i-loved-it\", \"description\": \"An immersive experience based on the popular game and TV show, where the writer shares their thrilling experience in the interactive exhibit.\"}, {\"title\": \"This adorable little robot cat will stop you burning your tongue on hot coffee\", \"link\": \"https://www.techradar.com/home/coffee-machines/this-adorable-little-robot-cat-will-stop-you-burning-your-tongue-on-hot-coffee\", \"description\": \"A cute gadget from Yukai Engineering that cools your drink by blowing on it, featuring various blowing modes to mimic lifelike behavior.\"}, {\"title\": \"Forget bird watching, bug watching could be the next big thing\", \"link\": \"https://www.techradar.com/home/smart-home/forget-bird-watching-bug-watching-could-be-the-next-bug-er-big-thing\", \"description\": \"New tech from Wonder that allows users to observe insects in their gardens using a camera and AI to identify species.\"}, {\"title\": \"Philips Hue now works with the latest LG TVs, so you can turn your movies or games into a light show\", \"link\": \"https://www.techradar.com/televisions/philips-hue-now-works-with-the-latest-lg-tvs-so-you-can-turn-your-movies-or-games-into-a-light-show\", \"description\": \"Exciting news about the Philips Hue Sync TV app for LG TVs, allowing users to sync their smart lights with on-screen content, though it comes with a hefty price tag.\"}, {\"title\": \"Lenovo's new Legion Go S gaming handheld might finally be the one to take down the Steam Deck\", \"link\": \"https://www.techradar.com/computing/lenovos-new-leg\", \"description\": \"Lenovo introduces a gaming handheld that runs on SteamOS, aiming to provide a better experience than competitors that use Windows 11.\"}, {\"title\": \"JBL's new elite headphones include a touchscreen audio transmitter to share audio with anyone easily\", \"link\": \"https://www.techradar.com/audio/wireless-headphones/jbls-new-elite-headphones-include-a-touchscreen-audio-transmitter-to-connect-to-anything-easily-and-to-share-audio-with-anyone-easily\", \"description\": \"JBL has unveiled its flagship Tour One M3 headphones, which come with a unique touchscreen audio transmitter called SMART Tx. This device allows easy streaming from various audio sources and sharing audio via Auracast. The headphones feature advanced specifications, including high-resolution support, a long battery life, and customizable hearing profiles. They will be available for purchase on April 13, 2025, priced at $399.95.\"}, {\"title\": \"Technics' intriguing new flagship wireless earbuds boast magnetic fluid injected between the driver magnet and voice coil\", \"link\": \"https://www.techradar.com/audio/earbuds-airpods/technics-eah-az100-review\", \"description\": \"Technics has launched the EAH-AZ100 earbuds at CES 2025, featuring a new design and a proprietary Magnetic Fluid Driver for improved audio performance. The earbuds are smaller than their predecessors and aim to deliver detailed sound without the risk of driver movement issues. A review of the earbuds is also available.\"}, {\"title\": \"Victrola's new turntable with Auracast and aptX might be the most future-proof deck on the planet\", \"link\": \"https://www.techradar.com/audio/turntables/victrolas-new-turntable-with-auracast-and-aptx-might-be-the-most-future-proof-on-the-planet\", \"description\": \"Victrola has introduced the Wave turntable at CES, designed to enhance the vinyl experience with support for aptX Adaptive Bluetooth streaming and Auracast for broadcasting audio to multiple devices. The turntable is available in three finishes and aims to modernize vinyl playback.\"}, {\"title\": \"CES 2025 day 2: the 11 coolest gadgets we've seen, from Samsung's The Frame Pro TV to AI air fryers\", \"link\": \"https://www.techradar.com/tech-events/the-best-of-ces-2025-day-2\", \"description\": \"A roundup of standout gadgets from the second day of CES 2025, including the Samsung The Frame Pro TV and the Nvidia RTX 5090 graphics card. The list also features niche products like the Dreo ChefMaker 2 air fryer and the TCL Playcube portable projector.\"}, {\"title\": \"Some of CES 2025's weirdest robot pets are absolute nightmare fuel, but one made it all worthwhile\", \"link\": \"https://www.techradar.com/tech/some-of-ces-2025s-weirdest-robot-pets-are-absolute-nightmare-fuel-but-one-made-it-all-worthwhile\", \"description\": \"TechRadar highlights a significant increase in robot pets at CES 2025, including a next-gen Furby called Ropet, which has been described as \\\"nightmare fuel.\\\" In contrast, Tombot's Jennie, a hyper-realistic stuffed golden retriever, is praised for its potential as a companion for those with dementia.\"}, {\"title\": \"Suunto's new waterproof headphones can store 8,000 songs and use AI to help improve your swim stroke\", \"link\": \"https://www.techradar.com/health-fitness/suuntos-new-waterproof-headphones-can-store-8-000-songs-and-use-ai-to-help-improve-your-swim-stroke\", \"description\": \"Suunto introduces waterproof headphones that utilize bone conduction to deliver music underwater and feature AI technology to analyze swim strokes, making them a promising accessory for swimmers.\"}, {\"title\": \"Lenovo unveils world's first rollable display laptop, the ThinkBook Plus Gen 6 Rollable, at CES 2025\", \"link\": \"https://www.techradar.com/computing/lenovo-unveils-worlds-first-rollable-display-laptop-the-thinkbook-plus-gen-6-rollable-at-ces-2025\", \"description\": \"Lenovo confirms the launch of the ThinkBook Plus Gen 6 Rollable, the first laptop with a rollable display that can expand from 14 inches to 16.7 inches at the touch of a button.\"}, {\"title\": \"Samsung's massive 115-inch mini-LED TV is its largest yet - but there's an even bigger one at CES 2025\", \"link\": \"https://www.techradar.com/televisions/samsungs-massive-115-inch-qn90f-is-its-largest-mini-led-tv-yet-but-theres-an-even-bigger-one-at-ces-2025\", \"description\": \"Samsung showcases its 115-inch QN90F TV, which features advanced technology, but it is not the largest at CES 2025, as Hisense presents a 116-inch model.\"}, {\"title\": \"This smart-home control button might look like a simple wall switch, but it's way more than that\", \"link\": \"https://www.techradar.com/home/smart-home/this-smart-home-control-button-might-look-like-a-simple-wall-switch-but-its-way-more-than-that\", \"description\": \"The Flic Duo is a versatile smart button that supports the Matter smart home standard, featuring two buttons and the ability to control various smart home devices through gestures.\"}, {\"title\": \"Hisense reveals a 163-inch micro-LED TV at CES 2025\", \"link\": \"https://www.techradar.com/televisions/hisense-reveals-a-163-inch-micro-led-tv-at-ces-2025\", \"description\": \"Hisense introduces a 163-inch version of its TV, which boasts the Hi-View AI Engine X processor and claims to reach 10,000 nits of brightness, indicating a significant advancement in large-screen technology.\"}, {\"title\": \"I witnessed Hisense's giant 163-inch micro-LED TV in person, and this thing is staggering\", \"link\": \"https://www.techradar.com/televisions/i-witnessed-hisenses-giant-163-inch-micro-led-tv-in-person-and-this-thing-is-staggering\", \"description\": \"A firsthand account of Hisense's impressive 163-inch micro-LED TV showcased at CES 2025.\"}, {\"title\": \"Delta Air Lines announces generative AI assistant at CES 2025\", \"link\": \"No content available\", \"description\": \"Delta Air Lines revealed a generative AI assistant designed to enhance the travel experience from booking to arrival, set to roll out in 2025.\"}, {\"title\": \"These new video doorbell and security camera use AI to welcome visitors and deter intruders\", \"link\": \"https://www.techradar.com/home/smart-home/these-new-video-doorbell-and-security-camera-use-ai-to-welcome-visitors-and-deter-intruders\", \"description\": \"The Swann Xtreem4K security camera utilizes AI to interact with visitors and respond to potential security threats.\"}, {\"title\": \"The best wearable and fitness tech of CES 2025: from the Garmin Instinct 3 to a new Oura Ring rival\", \"link\": \"https://www.techradar.com/health-fitness/the-best-wearable-and-fitness-tech-of-ces-2025\", \"description\": \"A roundup of the top wearable and health tech showcased at CES 2025, including the Garmin Instinct 3 and other innovative devices.\"}, {\"title\": \"This awesome E Ink poster frame looks like the future of wall art, if you can stomach the price tag\", \"link\": \"https://www.techradar.com/home/smart-home/this-awesome-e-ink-poster-frame-looks-like-the-future-of-wall-art-if-you-can-stomach-the-price-tag\", \"description\": \"PocketBook's new E Ink digital art frames offer a unique display solution but come with a high price.\"}, {\"title\": \"Smart-lighting brand Nanoleaf unveils LED Light Therapy Face Mask, and it’s surprisingly cheap\", \"link\": \"https://www.techradar.com/health-fitness/smart-lighting-brand-nanoleaf-unveils-led-light-therapy-face-mask-and-its-surprisingly-cheap\", \"description\": \"Nanoleaf introduced an FDA-certified LED light therapy face mask aimed at treating various skin conditions, available for pre-order at an affordable price.\"}, {\"title\": \"The coolest smart home tech of CES 2025\", \"link\": \"No content available\", \"description\": \"A guide to the most innovative smart home gadgets presented at CES 2025, highlighting advancements in smart home technology.\"}, {\"title\": \"I've been smart home hunting at CES 2025, and these are the coolest gadgets I found\", \"link\": \"https://www.techradar.com/home/smart-home/ive-been-smart-home-hunting-at-ces-2025-and-these-are-the-coolest-gadgets-i-found\", \"description\": \"This article highlights the latest multi-tasking robot vacuums and other smart home gadgets showcased at CES 2025.\"}, {\"title\": \"Goodbye, buttons - BMW's new Panoramic iDrive system gives all of its cars a massive head-up display with AI assistant\", \"link\": \"https://www.techradar.com/vehicle-tech/hybrid-electric-vehicles/goodbye-buttons-bmws-new-panoramic-idrive-system-gives-all-of-its-cars-a-massive-head-up-display-with-ai-assistant\", \"description\": \"BMW unveiled its new iDrive system at CES 2025, featuring a customizable head-up display powered by AI that spans the width of the windshield.\"}, {\"title\": \"Levoit's new pet-parent air purifier will switch on the fans when it senses your dog is being stinky\", \"link\": \"https://www.techradar.com/home/small-appliances/levoits-new-pet-parent-air-purifier-will-switch-on-the-fans-when-it-senses-your-dog-is-being-stinky\", \"description\": \"The Levoit Pet Odor & Hair Air Purifier is designed for pet owners, detecting and neutralizing odors, including those from pets.\"}, {\"title\": \"Nanoleaf's Ambilight alternative is now even easier to install - no more corner brackets\", \"link\": \"https://www.techradar.com/home/smart-lights/nanoleafs-ambilight-alternative-is-now-even-easier-to-install-no-more-corner-brackets\", \"description\": \"Nanoleaf has released an updated version of its 4D system, a budget-friendly alternative to Philips Ambilight that is easier to install.\"}, {\"title\": \"This coffee machine brews espresso using water condensed from the air in your home\", \"link\": \"https://www.techradar.com/home/coffee-machines/this-coffee-machine-brews-espresso-using-water-condensed-from-the-air-in-your-home\", \"description\": \"The KaraPod espresso machine uses water condensed from the air, offering a unique brewing method.\"}, {\"title\": \"This Batman-style location tracker brings satellite messaging to any smartphone\", \"link\": \"https://www.techradar.com/phones/phone-accessories/no-iphone-no-problem-this-batman-style-location-tracker-brings-satellite-messaging-to-any-smartphone\", \"description\": \"HMD's OffGrid device provides off-grid connectivity and satellite messaging capabilities for any smartphone, enhancing safety for hikers.\"}, {\"title\": \"This might be the coolest iPhone accessory at CES 2025, perfectly mixing tech and aesthetics\", \"link\": \"https://www.techradar.com/phones/phone-accessories/this-might-be-the-coolest-iphone-accessory-at-ces-2025-perfectly-mixing-tech-and-aesthetics\", \"description\": \"Belkin's new Stage PowerGrip is a magnetic power bank designed like a classic camera, featuring a 10,000mAh cell, 7.5W wireless charging, and a button that doubles as a camera shutter.\"}, {\"title\": \"Eat your heart out Daleks - Dreame's newest robovac can climb stairs\", \"link\": \"https://www.techradar.com/home/robot-vacuums/eat-your-heart-out-daleks-dreames-newest-robovac-can-climb-stairs\", \"description\": \"The Dreame X50 Ultra Complete can climb over obstacles up to 4.2cm high, thanks to its 'ProLeap System', making it a significant advancement in robovac technology.\"}, {\"title\": \"Narwal's new robovac will moonwalk your floors to get even the thickest carpets clean\", \"link\": \"https://www.techradar.com/home/robot-vacuums/narwals-new-robovac-will-moonwalk-your-floors-to-get-even-the-thickest-carpets-clean\", \"description\": \"The Narwal Flow features a unique cleaning method that vacuums carpets forwards and backwards, enhancing its ability to clean deep-pile carpets effectively.\"}, {\"title\": \"Denon's 22-speaker EV audio system promises hearing tests to make sure each speaker is tailored to you\", \"link\": \"https://www.techradar.com/audio/denons-22-speaker-ev-audio-system-promises-hearing-tests-to-make-sure-each-speaker-is-tailored-to-you\", \"description\": \"Denon's new audio system for electric vehicles includes 22 speakers and personalized audio for each passenger, providing a full Dolby Atmos experience.\"}, {\"title\": \"Koorui unleashes the world's fastest monitor\", \"link\": \"https://www.techradar.com/computing/gpu/how-high-do-you-want-your-frame-rates-nvidia-boasts-that-rtx-5090-gpu-can-drive-valorant-at-over-800-fps-with-jaw-dropping-low-latency\", \"description\": \"The Koorui G7 monitor features a 750Hz refresh rate and 0.5ms response time, making it the fastest gaming monitor available, aimed at esports professionals and content creators.\"}, {\"title\": \"A 750Hz gaming monitor has come out of nowhere at CES 2025 - but I'm getting a bit sick of this refresh rate one-upmanship\", \"link\": \"https://www.techradar.com/computing/monitors/a-750hz-gaming-monitor-has-come-out-of-nowhere-at-ces-2025-but-im-getting-a-bit-sick-of-this-refresh-rate-one-upmanship\", \"description\": \"Discussion on the emergence of a 750Hz gaming monitor at CES 2025 and the ongoing competition in refresh rates among manufacturers.\"}, {\"title\": \"HDMI 2.2 officially revealed at CES 2025: here's what it means for TVs and gaming consoles\", \"link\": \"https://www.techradar.com/tech/hdmi-2-2-officially-revealed-at-ces-2025-heres-what-that-means-for-tvs-and-gaming-consoles\", \"description\": \"Announcement of HDMI 2.2, which supports resolutions up to 16K and offers improved bandwidth compared to HDMI 2.1, set to be available to manufacturers in the first half of 2025.\"}, {\"title\": \"CES 2025 day 3: the 11 best gadgets we've seen, from Lenovo's rollable laptop to Panasonic's new flagship OLED TV\", \"link\": \"https://www.techradar.com/tech-events/ces-2025-day-3-the-11-best-gadgets-weve-seen-from-lenovos-rollable-laptop-to-panasonics-new-flagship-oled-tv\", \"description\": \"A recap of the best gadgets showcased on Day 3 of CES 2025, including Lenovo's innovative rollable laptop and Panasonic's flagship OLED TV.\"}, {\"title\": \"TCL's ultra-affordable 60XE uses NXTpaper to potentially break all kinds of battery life records\", \"link\": \"https://www.techradar.com/phones/tcls-ultra-affordable-60xe-uses-nxtpaper-to-potentially-break-all-kinds-of-battery-life-records\", \"description\": \"The TCL 60XE smartphone features NXTpaper technology, offering a unique matte-paper look and impressive battery life of up to 7 days. Priced at $199, it runs on Android and will be available later this year.\"}, {\"title\": \"Want to boost your iPhone storage by 2TB? SanDisk and ShiftCam's affordable little SSDs could be for you\", \"link\": \"https://www.techradar.com/phones/want-to-boost-your-iphone-storage-by-2tb-sandisk-and-shiftcams-affordable-little-ssds-could-be-for-you\", \"description\": \"SanDisk and ShiftCam introduced external SSDs for iPhones, available in 1TB and 2TB sizes. These devices are designed for videographers to offload large ProRes files and are compatible with iPhones.\"}, {\"title\": \"I tried Panasonic's new Z95B OLED TV, and it takes OLED picture quality to an even higher level\", \"link\": \"https://www.techradar.com/televisions/i-tried-panasonics-new-z95b-oled-tv-and-it-takes-oled-picture-quality-to-an-even-higher-level\", \"description\": \"Panasonic's flagship Z95B OLED TV is highlighted as a top contender for the best TV of 2025, offering superior picture quality. It will be available in various sizes later this year.\"}, {\"title\": \"Our strangest CES 2025 finds\", \"link\": \"https://www.tiktok.com/@techradar?lang=en\", \"description\": \"A roundup of unusual gadgets from CES 2025, including the Electric Salt Spoon, Bird Buddy's bug-watching camera, and Mixed Reality Makeup, showcasing innovative yet quirky technology.\"}, {\"title\": \"The RGB micro-LED backlight wars begin\", \"link\": \"https://www.techradar.com/televisions/samsung-introduces-2025-mini-led-tv-lineup-with-a-new-era-of-samsung-ai\", \"description\": \"Samsung showcased an 8K RGB micro-LED TV at CES 2025, which is expected to be their flagship model for 2025, competing with Hisense's TriChroma mini-LED TV.\"}, {\"title\": \"Delta Air Lines had the most impressive CES showcase this year\", \"link\": \"https://www.techradar.com/tech-events/delta-air-lines-just-announced-its-vision-for-the-future-of-flying-here-are-my-3-favorite-features-coming-to-its-planes-and-app\", \"description\": \"Delta Air Lines showcased an extravagant presentation at CES 2025, featuring an Airbus A350 on a massive screen, complete with immersive effects. The keynote included appearances from Tom Brady and Lenny Kravitz, along with innovations like 4K HDR QLED displays on seatbacks and a personalized AI travel assistant.\"}, {\"title\": \"Good news for some Disney Plus subscribers\", \"link\": \"https://www.techradar.com/streaming/own-a-samsung-tv-good-news-disney-plus-is-set-to-start-streaming-tv-shows-and-movies-in-hdr10\", \"description\": \"Disney Plus will soon be available in HDR10+ format on Samsung TVs, enhancing picture quality for users. This is significant as Samsung TVs previously did not support Dolby Vision HDR, which was the only HDR format available for Disney Plus.\"}, {\"title\": \"It’s here - our top 25 gadgets of CES 2025\", \"link\": \"https://www.techradar.com/tech/best-of-ces-2025\", \"description\": \"TechRadar has compiled a list of the top 25 gadgets from CES 2025, showcasing a variety of innovative products from TVs to robot vacuums, highlighting the best new technology that will influence consumer choices in 2025.\"}, {\"title\": \"It’s time to meet the CES 2025 robots\", \"link\": \"No content available\", \"description\": \"CES 2025 featured advanced humanoid robots, including Realbotix Aria, which can interact with humans and respond to emotional states, and the Unitree G1, which can be programmed for various tasks. The Digit robot is designed for logistics and manufacturing, with plans to work alongside humans in the future.\"}, {\"title\": \"The 11 most exciting tech trends of 2025, according to CES 2025\", \"link\": \"https://www.techradar.com/tech-events/the-11-most-exciting-tech-trends-of-2025-according-to-ces-2025\", \"description\": \"This article discusses the most exciting technology trends that emerged from CES 2025.\"}, {\"title\": \"LG's most stunning OLED TV of all time made a surprise secret return at CES, with a wireless twist\", \"link\": \"https://www.techradar.com/televisions/lgs-most-stunning-oled-tv-of-all-time-made-a-surprise-secret-return-at-ces-with-a-wireless-twist\", \"description\": \"The article covers the unveiling of LG's latest OLED TV at CES 2025, highlighting its innovative wireless features.\"}]}\n" + ] + } + ], + "source": [ + "# Inputs for the agent\n", + "inputs = {\"messages\": [(\"user\", \"Find all the latest news related to CES 2025\")]}\n", + "\n", + "# Run the graph\n", + "for event in graph.stream(inputs, config, stream_mode=\"values\"):\n", + " event[\"messages\"][-1].pretty_print()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": { + "id": "_12IqhcrkiHC" + }, + "outputs": [], + "source": [ + "# get last message (assuming the last one is the Smartscraper tool response)\n", + "result = graph.get_state(config).values[\"messages\"][-1].content\n", + "\n", + "import json\n", + "# convert string into json\n", + "result = json.loads(result)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "YZz1bqCIpoL8" + }, + "source": [ + "Print the response" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "F1VfD8B4LPc8", + "outputId": "d4e11ef3-5104-4740-8770-fa72cc1b20fa" + }, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "{\n", + " \"news\": [\n", + " {\n", + " \"title\": \"CES 2025 day 3: the 11 best gadgets we've seen, from Lenovo's rollable laptop to Panasonic's new flagship OLED TV\",\n", + " \"link\": \"https://www.techradar.com/tech-events/ces-2025-day-3-the-11-best-gadgets-weve-seen-from-lenovos-rollable-laptop-to-panasonics-new-flagship-oled-tv\",\n", + " \"description\": \"A roundup of the top gadgets showcased on the third day of CES 2025, highlighting innovative products from various brands.\"\n", + " },\n", + " {\n", + " \"title\": \"CES 2025 proves AI is everywhere, unstoppable, and perhaps just how you want it\",\n", + " \"link\": \"https://www.techradar.com/computing/artificial-intelligence/ces-2025-proves-ai-is-everywhere-unstoppable-and-perhaps-just-how-you-want-it\",\n", + " \"description\": \"An exploration of the pervasive presence of AI technologies at CES 2025 and their implications for consumers.\"\n", + " },\n", + " {\n", + " \"title\": \"Forget tri-folding phones - this pocketable folding projector is the companion I want for my 2025 travels\",\n", + " \"link\": \"https://www.techradar.com/televisions/projectors/forget-tri-folding-phones-this-pocketable-folding-projector-is-the-companion-i-want-for-my-2025-travels\",\n", + " \"description\": \"A review of a new portable folding projector that stands out as a desirable travel accessory.\"\n", + " },\n", + " {\n", + " \"title\": \"HDMI 2.2 officially revealed at CES 2025: here's what it means for TVs and gaming consoles\",\n", + " \"link\": \"https://www.techradar.com/tech/hdmi-2-2-officially-revealed-at-ces-2025-heres-what-that-means-for-tvs-and-gaming-consoles\",\n", + " \"description\": \"Details on the announcement of HDMI 2.2 and its potential impact on television and gaming technology.\"\n", + " },\n", + " {\n", + " \"title\": \"This awesome E Ink poster frame looks like the future of wall art, if you can stomach the price tag\",\n", + " \"link\": \"https://www.techradar.com/home/smart-home/this-awesome-e-ink-poster-frame-looks-like-the-future-of-wall-art-if-you-can-stomach-the-price-tag\",\n", + " \"description\": \"A look at a new E Ink poster frame that represents a futuristic approach to home decor, albeit at a high price.\"\n", + " },\n", + " {\n", + " \"title\": \"I saw Hisense's RGB mini-LED TV, and this vividly colorful set is the future of TV\",\n", + " \"link\": \"https://www.techradar.com/televisions/i-saw-hisenses-rgb-mini-led-tv-and-this-vividly-colorful-set-is-the-future-of-tv\",\n", + " \"description\": \"An impression of Hisense's new RGB mini-LED TV, noted for its vibrant colors and advanced technology.\"\n", + " },\n", + " {\n", + " \"title\": \"I saw Samsung's new The Frame Pro mini-LED TV, and it's whole new work of art\",\n", + " \"link\": \"https://www.techradar.com/televisions/i-saw-samsungs-new-the-frame-pro-mini-led-tv-and-its-whole-new-work-of-art\",\n", + " \"description\": \"Samsung's The Frame Pro mini-LED TV has been showcased at CES 2025, featuring Neo QLED mini-LED technology and local dimming, resulting in significantly improved image quality compared to previous models.\"\n", + " },\n", + " {\n", + " \"title\": \"This robot vacuum can also bring you a sandwich, and it might be the greatest gadget we've seen yet at CES\",\n", + " \"link\": \"https://www.techradar.com/tech-events/this-robot-vacuum-can-also-bring-you-a-sandwich-and-it-might-be-the-greatest-gadget-weve-seen-yet-at-ces?hasComeFromProof=true\",\n", + " \"description\": \"The SwitchBot K20+ Pro is highlighted as a standout gadget at CES 2025, functioning as a vacuum, air purifier, security camera, and sandwich deliverer, showcasing a modular design.\"\n", + " },\n", + " {\n", + " \"title\": \"Nvidia unveils new GeForce RTX 5090, RTX 5080, RTX 5070 Ti, and RTX 5070 graphics cards at CES 2025\",\n", + " \"link\": \"https://www.techradar.com/computing/gpu/nvidia-unveils-new-geforce-rtx-5090-rtx-5080-rtx-5070-ti-and-rtx-5070-graphics-cards-at-ces-2025\",\n", + " \"description\": \"Nvidia has revealed its latest RTX 5000 series graphics cards, boasting impressive specifications and a price tag of $1,999 for the flagship RTX 5090.\"\n", + " },\n", + " {\n", + " \"title\": \"I heard LG's new speakers made with will.i.am, and I kind of love them\",\n", + " \"link\": \"https://www.techradar.com/audio/wireless-bluetooth-speakers/i-heard-lgs-new-speakers-made-with-will-i-am-and-i-kind-of-love-them\",\n", + " \"description\": \"LG's new range of Bluetooth speakers, developed in collaboration with will.i.am, delivers high-quality sound and innovative design, surprising reviewers at CES 2025.\"\n", + " },\n", + " {\n", + " \"title\": \"The new Garmin Instinct 3 had me climbing a wall - in the best way possible\",\n", + " \"link\": \"https://www.techradar.com/health-fitness/the-new-garmin-instinct-3-had-me-climbing-a-wall-in-the-best-way-possible\",\n", + " \"description\": \"The Garmin Instinct 3 smartwatch, featuring a new AMOLED display and enhanced durability, was tested at CES 2025, showcasing its capabilities for outdoor activities.\"\n", + " },\n", + " {\n", + " \"title\": \"CES 2025 day 1: featuring the 11 best gadgets we've seen so far\",\n", + " \"link\": \"https://www.techradar.com/tech-events/the-best-of-ces-2025-day-one\",\n", + " \"description\": \"A roundup of the best gadgets from the first day of CES 2025, including smart glasses, smart rings, and high-resolution audio players.\"\n", + " },\n", + " {\n", + " \"title\": \"CES 2025 day 1: the 11 best gadgets we\\u2019ve seen, from Samsung's new flagship OLED TV to the Garmin Instinct 3\",\n", + " \"link\": \"https://www.techradar.com/tech-events/the-best-of-ces-2025-day-one\",\n", + " \"description\": \"A roundup of the best gadgets showcased on the first day of CES 2025, highlighting innovations from major brands.\"\n", + " },\n", + " {\n", + " \"title\": \"I tried the world's first interactive The Last of Us exhibit at CES - even though I died, I loved it\",\n", + " \"link\": \"https://www.techradar.com/tech/i-tried-the-worlds-first-interactive-the-last-of-us-exhibit-at-ces-even-though-i-died-i-loved-it\",\n", + " \"description\": \"An immersive experience based on the popular game and TV show, where the writer shares their thrilling experience in the interactive exhibit.\"\n", + " },\n", + " {\n", + " \"title\": \"This adorable little robot cat will stop you burning your tongue on hot coffee\",\n", + " \"link\": \"https://www.techradar.com/home/coffee-machines/this-adorable-little-robot-cat-will-stop-you-burning-your-tongue-on-hot-coffee\",\n", + " \"description\": \"A cute gadget from Yukai Engineering that cools your drink by blowing on it, featuring various blowing modes to mimic lifelike behavior.\"\n", + " },\n", + " {\n", + " \"title\": \"Forget bird watching, bug watching could be the next big thing\",\n", + " \"link\": \"https://www.techradar.com/home/smart-home/forget-bird-watching-bug-watching-could-be-the-next-bug-er-big-thing\",\n", + " \"description\": \"New tech from Wonder that allows users to observe insects in their gardens using a camera and AI to identify species.\"\n", + " },\n", + " {\n", + " \"title\": \"Philips Hue now works with the latest LG TVs, so you can turn your movies or games into a light show\",\n", + " \"link\": \"https://www.techradar.com/televisions/philips-hue-now-works-with-the-latest-lg-tvs-so-you-can-turn-your-movies-or-games-into-a-light-show\",\n", + " \"description\": \"Exciting news about the Philips Hue Sync TV app for LG TVs, allowing users to sync their smart lights with on-screen content, though it comes with a hefty price tag.\"\n", + " },\n", + " {\n", + " \"title\": \"Lenovo's new Legion Go S gaming handheld might finally be the one to take down the Steam Deck\",\n", + " \"link\": \"https://www.techradar.com/computing/lenovos-new-leg\",\n", + " \"description\": \"Lenovo introduces a gaming handheld that runs on SteamOS, aiming to provide a better experience than competitors that use Windows 11.\"\n", + " },\n", + " {\n", + " \"title\": \"JBL's new elite headphones include a touchscreen audio transmitter to share audio with anyone easily\",\n", + " \"link\": \"https://www.techradar.com/audio/wireless-headphones/jbls-new-elite-headphones-include-a-touchscreen-audio-transmitter-to-connect-to-anything-easily-and-to-share-audio-with-anyone-easily\",\n", + " \"description\": \"JBL has unveiled its flagship Tour One M3 headphones, which come with a unique touchscreen audio transmitter called SMART Tx. This device allows easy streaming from various audio sources and sharing audio via Auracast. The headphones feature advanced specifications, including high-resolution support, a long battery life, and customizable hearing profiles. They will be available for purchase on April 13, 2025, priced at $399.95.\"\n", + " },\n", + " {\n", + " \"title\": \"Technics' intriguing new flagship wireless earbuds boast magnetic fluid injected between the driver magnet and voice coil\",\n", + " \"link\": \"https://www.techradar.com/audio/earbuds-airpods/technics-eah-az100-review\",\n", + " \"description\": \"Technics has launched the EAH-AZ100 earbuds at CES 2025, featuring a new design and a proprietary Magnetic Fluid Driver for improved audio performance. The earbuds are smaller than their predecessors and aim to deliver detailed sound without the risk of driver movement issues. A review of the earbuds is also available.\"\n", + " },\n", + " {\n", + " \"title\": \"Victrola's new turntable with Auracast and aptX might be the most future-proof deck on the planet\",\n", + " \"link\": \"https://www.techradar.com/audio/turntables/victrolas-new-turntable-with-auracast-and-aptx-might-be-the-most-future-proof-on-the-planet\",\n", + " \"description\": \"Victrola has introduced the Wave turntable at CES, designed to enhance the vinyl experience with support for aptX Adaptive Bluetooth streaming and Auracast for broadcasting audio to multiple devices. The turntable is available in three finishes and aims to modernize vinyl playback.\"\n", + " },\n", + " {\n", + " \"title\": \"CES 2025 day 2: the 11 coolest gadgets we've seen, from Samsung's The Frame Pro TV to AI air fryers\",\n", + " \"link\": \"https://www.techradar.com/tech-events/the-best-of-ces-2025-day-2\",\n", + " \"description\": \"A roundup of standout gadgets from the second day of CES 2025, including the Samsung The Frame Pro TV and the Nvidia RTX 5090 graphics card. The list also features niche products like the Dreo ChefMaker 2 air fryer and the TCL Playcube portable projector.\"\n", + " },\n", + " {\n", + " \"title\": \"Some of CES 2025's weirdest robot pets are absolute nightmare fuel, but one made it all worthwhile\",\n", + " \"link\": \"https://www.techradar.com/tech/some-of-ces-2025s-weirdest-robot-pets-are-absolute-nightmare-fuel-but-one-made-it-all-worthwhile\",\n", + " \"description\": \"TechRadar highlights a significant increase in robot pets at CES 2025, including a next-gen Furby called Ropet, which has been described as \\\"nightmare fuel.\\\" In contrast, Tombot's Jennie, a hyper-realistic stuffed golden retriever, is praised for its potential as a companion for those with dementia.\"\n", + " },\n", + " {\n", + " \"title\": \"Suunto's new waterproof headphones can store 8,000 songs and use AI to help improve your swim stroke\",\n", + " \"link\": \"https://www.techradar.com/health-fitness/suuntos-new-waterproof-headphones-can-store-8-000-songs-and-use-ai-to-help-improve-your-swim-stroke\",\n", + " \"description\": \"Suunto introduces waterproof headphones that utilize bone conduction to deliver music underwater and feature AI technology to analyze swim strokes, making them a promising accessory for swimmers.\"\n", + " },\n", + " {\n", + " \"title\": \"Lenovo unveils world's first rollable display laptop, the ThinkBook Plus Gen 6 Rollable, at CES 2025\",\n", + " \"link\": \"https://www.techradar.com/computing/lenovo-unveils-worlds-first-rollable-display-laptop-the-thinkbook-plus-gen-6-rollable-at-ces-2025\",\n", + " \"description\": \"Lenovo confirms the launch of the ThinkBook Plus Gen 6 Rollable, the first laptop with a rollable display that can expand from 14 inches to 16.7 inches at the touch of a button.\"\n", + " },\n", + " {\n", + " \"title\": \"Samsung's massive 115-inch mini-LED TV is its largest yet - but there's an even bigger one at CES 2025\",\n", + " \"link\": \"https://www.techradar.com/televisions/samsungs-massive-115-inch-qn90f-is-its-largest-mini-led-tv-yet-but-theres-an-even-bigger-one-at-ces-2025\",\n", + " \"description\": \"Samsung showcases its 115-inch QN90F TV, which features advanced technology, but it is not the largest at CES 2025, as Hisense presents a 116-inch model.\"\n", + " },\n", + " {\n", + " \"title\": \"This smart-home control button might look like a simple wall switch, but it's way more than that\",\n", + " \"link\": \"https://www.techradar.com/home/smart-home/this-smart-home-control-button-might-look-like-a-simple-wall-switch-but-its-way-more-than-that\",\n", + " \"description\": \"The Flic Duo is a versatile smart button that supports the Matter smart home standard, featuring two buttons and the ability to control various smart home devices through gestures.\"\n", + " },\n", + " {\n", + " \"title\": \"Hisense reveals a 163-inch micro-LED TV at CES 2025\",\n", + " \"link\": \"https://www.techradar.com/televisions/hisense-reveals-a-163-inch-micro-led-tv-at-ces-2025\",\n", + " \"description\": \"Hisense introduces a 163-inch version of its TV, which boasts the Hi-View AI Engine X processor and claims to reach 10,000 nits of brightness, indicating a significant advancement in large-screen technology.\"\n", + " },\n", + " {\n", + " \"title\": \"I witnessed Hisense's giant 163-inch micro-LED TV in person, and this thing is staggering\",\n", + " \"link\": \"https://www.techradar.com/televisions/i-witnessed-hisenses-giant-163-inch-micro-led-tv-in-person-and-this-thing-is-staggering\",\n", + " \"description\": \"A firsthand account of Hisense's impressive 163-inch micro-LED TV showcased at CES 2025.\"\n", + " },\n", + " {\n", + " \"title\": \"Delta Air Lines announces generative AI assistant at CES 2025\",\n", + " \"link\": \"No content available\",\n", + " \"description\": \"Delta Air Lines revealed a generative AI assistant designed to enhance the travel experience from booking to arrival, set to roll out in 2025.\"\n", + " },\n", + " {\n", + " \"title\": \"These new video doorbell and security camera use AI to welcome visitors and deter intruders\",\n", + " \"link\": \"https://www.techradar.com/home/smart-home/these-new-video-doorbell-and-security-camera-use-ai-to-welcome-visitors-and-deter-intruders\",\n", + " \"description\": \"The Swann Xtreem4K security camera utilizes AI to interact with visitors and respond to potential security threats.\"\n", + " },\n", + " {\n", + " \"title\": \"The best wearable and fitness tech of CES 2025: from the Garmin Instinct 3 to a new Oura Ring rival\",\n", + " \"link\": \"https://www.techradar.com/health-fitness/the-best-wearable-and-fitness-tech-of-ces-2025\",\n", + " \"description\": \"A roundup of the top wearable and health tech showcased at CES 2025, including the Garmin Instinct 3 and other innovative devices.\"\n", + " },\n", + " {\n", + " \"title\": \"This awesome E Ink poster frame looks like the future of wall art, if you can stomach the price tag\",\n", + " \"link\": \"https://www.techradar.com/home/smart-home/this-awesome-e-ink-poster-frame-looks-like-the-future-of-wall-art-if-you-can-stomach-the-price-tag\",\n", + " \"description\": \"PocketBook's new E Ink digital art frames offer a unique display solution but come with a high price.\"\n", + " },\n", + " {\n", + " \"title\": \"Smart-lighting brand Nanoleaf unveils LED Light Therapy Face Mask, and it\\u2019s surprisingly cheap\",\n", + " \"link\": \"https://www.techradar.com/health-fitness/smart-lighting-brand-nanoleaf-unveils-led-light-therapy-face-mask-and-its-surprisingly-cheap\",\n", + " \"description\": \"Nanoleaf introduced an FDA-certified LED light therapy face mask aimed at treating various skin conditions, available for pre-order at an affordable price.\"\n", + " },\n", + " {\n", + " \"title\": \"The coolest smart home tech of CES 2025\",\n", + " \"link\": \"No content available\",\n", + " \"description\": \"A guide to the most innovative smart home gadgets presented at CES 2025, highlighting advancements in smart home technology.\"\n", + " },\n", + " {\n", + " \"title\": \"I've been smart home hunting at CES 2025, and these are the coolest gadgets I found\",\n", + " \"link\": \"https://www.techradar.com/home/smart-home/ive-been-smart-home-hunting-at-ces-2025-and-these-are-the-coolest-gadgets-i-found\",\n", + " \"description\": \"This article highlights the latest multi-tasking robot vacuums and other smart home gadgets showcased at CES 2025.\"\n", + " },\n", + " {\n", + " \"title\": \"Goodbye, buttons - BMW's new Panoramic iDrive system gives all of its cars a massive head-up display with AI assistant\",\n", + " \"link\": \"https://www.techradar.com/vehicle-tech/hybrid-electric-vehicles/goodbye-buttons-bmws-new-panoramic-idrive-system-gives-all-of-its-cars-a-massive-head-up-display-with-ai-assistant\",\n", + " \"description\": \"BMW unveiled its new iDrive system at CES 2025, featuring a customizable head-up display powered by AI that spans the width of the windshield.\"\n", + " },\n", + " {\n", + " \"title\": \"Levoit's new pet-parent air purifier will switch on the fans when it senses your dog is being stinky\",\n", + " \"link\": \"https://www.techradar.com/home/small-appliances/levoits-new-pet-parent-air-purifier-will-switch-on-the-fans-when-it-senses-your-dog-is-being-stinky\",\n", + " \"description\": \"The Levoit Pet Odor & Hair Air Purifier is designed for pet owners, detecting and neutralizing odors, including those from pets.\"\n", + " },\n", + " {\n", + " \"title\": \"Nanoleaf's Ambilight alternative is now even easier to install - no more corner brackets\",\n", + " \"link\": \"https://www.techradar.com/home/smart-lights/nanoleafs-ambilight-alternative-is-now-even-easier-to-install-no-more-corner-brackets\",\n", + " \"description\": \"Nanoleaf has released an updated version of its 4D system, a budget-friendly alternative to Philips Ambilight that is easier to install.\"\n", + " },\n", + " {\n", + " \"title\": \"This coffee machine brews espresso using water condensed from the air in your home\",\n", + " \"link\": \"https://www.techradar.com/home/coffee-machines/this-coffee-machine-brews-espresso-using-water-condensed-from-the-air-in-your-home\",\n", + " \"description\": \"The KaraPod espresso machine uses water condensed from the air, offering a unique brewing method.\"\n", + " },\n", + " {\n", + " \"title\": \"This Batman-style location tracker brings satellite messaging to any smartphone\",\n", + " \"link\": \"https://www.techradar.com/phones/phone-accessories/no-iphone-no-problem-this-batman-style-location-tracker-brings-satellite-messaging-to-any-smartphone\",\n", + " \"description\": \"HMD's OffGrid device provides off-grid connectivity and satellite messaging capabilities for any smartphone, enhancing safety for hikers.\"\n", + " },\n", + " {\n", + " \"title\": \"This might be the coolest iPhone accessory at CES 2025, perfectly mixing tech and aesthetics\",\n", + " \"link\": \"https://www.techradar.com/phones/phone-accessories/this-might-be-the-coolest-iphone-accessory-at-ces-2025-perfectly-mixing-tech-and-aesthetics\",\n", + " \"description\": \"Belkin's new Stage PowerGrip is a magnetic power bank designed like a classic camera, featuring a 10,000mAh cell, 7.5W wireless charging, and a button that doubles as a camera shutter.\"\n", + " },\n", + " {\n", + " \"title\": \"Eat your heart out Daleks - Dreame's newest robovac can climb stairs\",\n", + " \"link\": \"https://www.techradar.com/home/robot-vacuums/eat-your-heart-out-daleks-dreames-newest-robovac-can-climb-stairs\",\n", + " \"description\": \"The Dreame X50 Ultra Complete can climb over obstacles up to 4.2cm high, thanks to its 'ProLeap System', making it a significant advancement in robovac technology.\"\n", + " },\n", + " {\n", + " \"title\": \"Narwal's new robovac will moonwalk your floors to get even the thickest carpets clean\",\n", + " \"link\": \"https://www.techradar.com/home/robot-vacuums/narwals-new-robovac-will-moonwalk-your-floors-to-get-even-the-thickest-carpets-clean\",\n", + " \"description\": \"The Narwal Flow features a unique cleaning method that vacuums carpets forwards and backwards, enhancing its ability to clean deep-pile carpets effectively.\"\n", + " },\n", + " {\n", + " \"title\": \"Denon's 22-speaker EV audio system promises hearing tests to make sure each speaker is tailored to you\",\n", + " \"link\": \"https://www.techradar.com/audio/denons-22-speaker-ev-audio-system-promises-hearing-tests-to-make-sure-each-speaker-is-tailored-to-you\",\n", + " \"description\": \"Denon's new audio system for electric vehicles includes 22 speakers and personalized audio for each passenger, providing a full Dolby Atmos experience.\"\n", + " },\n", + " {\n", + " \"title\": \"Koorui unleashes the world's fastest monitor\",\n", + " \"link\": \"https://www.techradar.com/computing/gpu/how-high-do-you-want-your-frame-rates-nvidia-boasts-that-rtx-5090-gpu-can-drive-valorant-at-over-800-fps-with-jaw-dropping-low-latency\",\n", + " \"description\": \"The Koorui G7 monitor features a 750Hz refresh rate and 0.5ms response time, making it the fastest gaming monitor available, aimed at esports professionals and content creators.\"\n", + " },\n", + " {\n", + " \"title\": \"A 750Hz gaming monitor has come out of nowhere at CES 2025 - but I'm getting a bit sick of this refresh rate one-upmanship\",\n", + " \"link\": \"https://www.techradar.com/computing/monitors/a-750hz-gaming-monitor-has-come-out-of-nowhere-at-ces-2025-but-im-getting-a-bit-sick-of-this-refresh-rate-one-upmanship\",\n", + " \"description\": \"Discussion on the emergence of a 750Hz gaming monitor at CES 2025 and the ongoing competition in refresh rates among manufacturers.\"\n", + " },\n", + " {\n", + " \"title\": \"HDMI 2.2 officially revealed at CES 2025: here's what it means for TVs and gaming consoles\",\n", + " \"link\": \"https://www.techradar.com/tech/hdmi-2-2-officially-revealed-at-ces-2025-heres-what-that-means-for-tvs-and-gaming-consoles\",\n", + " \"description\": \"Announcement of HDMI 2.2, which supports resolutions up to 16K and offers improved bandwidth compared to HDMI 2.1, set to be available to manufacturers in the first half of 2025.\"\n", + " },\n", + " {\n", + " \"title\": \"CES 2025 day 3: the 11 best gadgets we've seen, from Lenovo's rollable laptop to Panasonic's new flagship OLED TV\",\n", + " \"link\": \"https://www.techradar.com/tech-events/ces-2025-day-3-the-11-best-gadgets-weve-seen-from-lenovos-rollable-laptop-to-panasonics-new-flagship-oled-tv\",\n", + " \"description\": \"A recap of the best gadgets showcased on Day 3 of CES 2025, including Lenovo's innovative rollable laptop and Panasonic's flagship OLED TV.\"\n", + " },\n", + " {\n", + " \"title\": \"TCL's ultra-affordable 60XE uses NXTpaper to potentially break all kinds of battery life records\",\n", + " \"link\": \"https://www.techradar.com/phones/tcls-ultra-affordable-60xe-uses-nxtpaper-to-potentially-break-all-kinds-of-battery-life-records\",\n", + " \"description\": \"The TCL 60XE smartphone features NXTpaper technology, offering a unique matte-paper look and impressive battery life of up to 7 days. Priced at $199, it runs on Android and will be available later this year.\"\n", + " },\n", + " {\n", + " \"title\": \"Want to boost your iPhone storage by 2TB? SanDisk and ShiftCam's affordable little SSDs could be for you\",\n", + " \"link\": \"https://www.techradar.com/phones/want-to-boost-your-iphone-storage-by-2tb-sandisk-and-shiftcams-affordable-little-ssds-could-be-for-you\",\n", + " \"description\": \"SanDisk and ShiftCam introduced external SSDs for iPhones, available in 1TB and 2TB sizes. These devices are designed for videographers to offload large ProRes files and are compatible with iPhones.\"\n", + " },\n", + " {\n", + " \"title\": \"I tried Panasonic's new Z95B OLED TV, and it takes OLED picture quality to an even higher level\",\n", + " \"link\": \"https://www.techradar.com/televisions/i-tried-panasonics-new-z95b-oled-tv-and-it-takes-oled-picture-quality-to-an-even-higher-level\",\n", + " \"description\": \"Panasonic's flagship Z95B OLED TV is highlighted as a top contender for the best TV of 2025, offering superior picture quality. It will be available in various sizes later this year.\"\n", + " },\n", + " {\n", + " \"title\": \"Our strangest CES 2025 finds\",\n", + " \"link\": \"https://www.tiktok.com/@techradar?lang=en\",\n", + " \"description\": \"A roundup of unusual gadgets from CES 2025, including the Electric Salt Spoon, Bird Buddy's bug-watching camera, and Mixed Reality Makeup, showcasing innovative yet quirky technology.\"\n", + " },\n", + " {\n", + " \"title\": \"The RGB micro-LED backlight wars begin\",\n", + " \"link\": \"https://www.techradar.com/televisions/samsung-introduces-2025-mini-led-tv-lineup-with-a-new-era-of-samsung-ai\",\n", + " \"description\": \"Samsung showcased an 8K RGB micro-LED TV at CES 2025, which is expected to be their flagship model for 2025, competing with Hisense's TriChroma mini-LED TV.\"\n", + " },\n", + " {\n", + " \"title\": \"Delta Air Lines had the most impressive CES showcase this year\",\n", + " \"link\": \"https://www.techradar.com/tech-events/delta-air-lines-just-announced-its-vision-for-the-future-of-flying-here-are-my-3-favorite-features-coming-to-its-planes-and-app\",\n", + " \"description\": \"Delta Air Lines showcased an extravagant presentation at CES 2025, featuring an Airbus A350 on a massive screen, complete with immersive effects. The keynote included appearances from Tom Brady and Lenny Kravitz, along with innovations like 4K HDR QLED displays on seatbacks and a personalized AI travel assistant.\"\n", + " },\n", + " {\n", + " \"title\": \"Good news for some Disney Plus subscribers\",\n", + " \"link\": \"https://www.techradar.com/streaming/own-a-samsung-tv-good-news-disney-plus-is-set-to-start-streaming-tv-shows-and-movies-in-hdr10\",\n", + " \"description\": \"Disney Plus will soon be available in HDR10+ format on Samsung TVs, enhancing picture quality for users. This is significant as Samsung TVs previously did not support Dolby Vision HDR, which was the only HDR format available for Disney Plus.\"\n", + " },\n", + " {\n", + " \"title\": \"It\\u2019s here - our top 25 gadgets of CES 2025\",\n", + " \"link\": \"https://www.techradar.com/tech/best-of-ces-2025\",\n", + " \"description\": \"TechRadar has compiled a list of the top 25 gadgets from CES 2025, showcasing a variety of innovative products from TVs to robot vacuums, highlighting the best new technology that will influence consumer choices in 2025.\"\n", + " },\n", + " {\n", + " \"title\": \"It\\u2019s time to meet the CES 2025 robots\",\n", + " \"link\": \"No content available\",\n", + " \"description\": \"CES 2025 featured advanced humanoid robots, including Realbotix Aria, which can interact with humans and respond to emotional states, and the Unitree G1, which can be programmed for various tasks. The Digit robot is designed for logistics and manufacturing, with plans to work alongside humans in the future.\"\n", + " },\n", + " {\n", + " \"title\": \"The 11 most exciting tech trends of 2025, according to CES 2025\",\n", + " \"link\": \"https://www.techradar.com/tech-events/the-11-most-exciting-tech-trends-of-2025-according-to-ces-2025\",\n", + " \"description\": \"This article discusses the most exciting technology trends that emerged from CES 2025.\"\n", + " },\n", + " {\n", + " \"title\": \"LG's most stunning OLED TV of all time made a surprise secret return at CES, with a wireless twist\",\n", + " \"link\": \"https://www.techradar.com/televisions/lgs-most-stunning-oled-tv-of-all-time-made-a-surprise-secret-return-at-ces-with-a-wireless-twist\",\n", + " \"description\": \"The article covers the unveiling of LG's latest OLED TV at CES 2025, highlighting its innovative wireless features.\"\n", + " }\n", + " ]\n", + "}\n" + ] + } + ], + "source": [ + "print(json.dumps(result, indent=2))" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "S8s1AvWJKNaV" + }, + "source": [ + "## Save output inside a My-SQL db" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": { + "id": "123NhcIYKNaW" + }, + "outputs": [], + "source": [ + "%%capture\n", + "!pip install mysql-connector-python\n", + "!apt-get -y install mysql-server" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "DkHJ0EBXKNaW", + "outputId": "648ef968-78a4-4017-d4ee-8f5ae52ed288" + }, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + " * Starting MySQL database server mysqld\n", + "su: warning: cannot change directory to /nonexistent: No such file or directory\n", + " ...done.\n" + ] + } + ], + "source": [ + "!service mysql start" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": { + "id": "7q8Fd2cAKNaX" + }, + "outputs": [], + "source": [ + "!mysql -e \"ALTER USER 'root'@'localhost' IDENTIFIED WITH 'mysql_native_password' BY 'root';FLUSH PRIVILEGES;\"\n" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "ersqowNFKNaX" + }, + "source": [ + "### Connect to MySQL" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": { + "id": "pGJsLLFSKNaX" + }, + "outputs": [], + "source": [ + "import mysql.connector\n", + "\n", + "# Create a connection to the MySQL server\n", + "conn = mysql.connector.connect(user='root', password='root', host='localhost')\n", + "\n", + "# Create a cursor to interact with the MySQL server\n", + "cursor = conn.cursor()" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "E4lD995lKNaY" + }, + "source": [ + "### Create & Design a Database" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": { + "id": "Iyhy8RswKNaY" + }, + "outputs": [], + "source": [ + "# Create a new database named 'articles_db'\n", + "cursor.execute(\"CREATE DATABASE IF NOT EXISTS articles_db\")\n", + "\n", + "# Switch to the 'articles_db' database\n", + "cursor.execute(\"USE articles_db\")\n", + "\n", + "# Create the 'articles_table' table\n", + "cursor.execute('''\n", + "CREATE TABLE IF NOT EXISTS articles_table (\n", + " id INT AUTO_INCREMENT PRIMARY KEY,\n", + " title VARCHAR(500) NOT NULL,\n", + " link VARCHAR(500) NOT NULL,\n", + " description TEXT NOT NULL\n", + ")\n", + "''')\n", + "\n", + "# Always remember to close the cursor and connection when done\n", + "cursor.close()\n", + "conn.close()" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "F8QgpYWzKNaa" + }, + "source": [ + "### Populate the database" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "metadata": { + "id": "srC8jArIKNab" + }, + "outputs": [], + "source": [ + "import mysql.connector\n", + "\n", + "# Connect to the MySQL server and the 'articles_db' database\n", + "conn = mysql.connector.connect(user='root', password='root', host='localhost', database='articles_db')\n", + "cursor = conn.cursor()\n", + "\n", + "# Prepare the news data for insertion\n", + "articles_table_data = [(article[\"title\"], article[\"link\"], article[\"description\"]) for article in result[\"news\"]]\n", + "\n", + "# Insert data using the cursor\n", + "cursor.executemany('''\n", + "INSERT INTO articles_table (title, link, description) VALUES (%s, %s, %s)\n", + "''', articles_table_data)\n", + "\n", + "# Commit the changes\n", + "conn.commit()\n", + "\n", + "# Close the cursor and connection\n", + "cursor.close()\n", + "conn.close()" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "BVdHrkJVKNac" + }, + "source": [ + "### Query the database" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "vDGbRZGVKNae", + "outputId": "9c9a8d5c-4a4c-4a39-e561-2457b33b7276" + }, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "(1, \"CES 2025 day 3: the 11 best gadgets we've seen, from Lenovo's rollable laptop to Panasonic's new flagship OLED TV\", 'https://www.techradar.com/tech-events/ces-2025-day-3-the-11-best-gadgets-weve-seen-from-lenovos-rollable-laptop-to-panasonics-new-flagship-oled-tv', 'A roundup of the top gadgets showcased on the third day of CES 2025, highlighting innovative products from various brands.')\n", + "(2, 'CES 2025 proves AI is everywhere, unstoppable, and perhaps just how you want it', 'https://www.techradar.com/computing/artificial-intelligence/ces-2025-proves-ai-is-everywhere-unstoppable-and-perhaps-just-how-you-want-it', 'An exploration of the pervasive presence of AI technologies at CES 2025 and their implications for consumers.')\n", + "(3, 'Forget tri-folding phones - this pocketable folding projector is the companion I want for my 2025 travels', 'https://www.techradar.com/televisions/projectors/forget-tri-folding-phones-this-pocketable-folding-projector-is-the-companion-i-want-for-my-2025-travels', 'A review of a new portable folding projector that stands out as a desirable travel accessory.')\n", + "(4, \"HDMI 2.2 officially revealed at CES 2025: here's what it means for TVs and gaming consoles\", 'https://www.techradar.com/tech/hdmi-2-2-officially-revealed-at-ces-2025-heres-what-that-means-for-tvs-and-gaming-consoles', 'Details on the announcement of HDMI 2.2 and its potential impact on television and gaming technology.')\n", + "(5, 'This awesome E Ink poster frame looks like the future of wall art, if you can stomach the price tag', 'https://www.techradar.com/home/smart-home/this-awesome-e-ink-poster-frame-looks-like-the-future-of-wall-art-if-you-can-stomach-the-price-tag', 'A look at a new E Ink poster frame that represents a futuristic approach to home decor, albeit at a high price.')\n", + "(6, \"I saw Hisense's RGB mini-LED TV, and this vividly colorful set is the future of TV\", 'https://www.techradar.com/televisions/i-saw-hisenses-rgb-mini-led-tv-and-this-vividly-colorful-set-is-the-future-of-tv', \"An impression of Hisense's new RGB mini-LED TV, noted for its vibrant colors and advanced technology.\")\n", + "(7, \"I saw Samsung's new The Frame Pro mini-LED TV, and it's whole new work of art\", 'https://www.techradar.com/televisions/i-saw-samsungs-new-the-frame-pro-mini-led-tv-and-its-whole-new-work-of-art', \"Samsung's The Frame Pro mini-LED TV has been showcased at CES 2025, featuring Neo QLED mini-LED technology and local dimming, resulting in significantly improved image quality compared to previous models.\")\n", + "(8, \"This robot vacuum can also bring you a sandwich, and it might be the greatest gadget we've seen yet at CES\", 'https://www.techradar.com/tech-events/this-robot-vacuum-can-also-bring-you-a-sandwich-and-it-might-be-the-greatest-gadget-weve-seen-yet-at-ces?hasComeFromProof=true', 'The SwitchBot K20+ Pro is highlighted as a standout gadget at CES 2025, functioning as a vacuum, air purifier, security camera, and sandwich deliverer, showcasing a modular design.')\n", + "(9, 'Nvidia unveils new GeForce RTX 5090, RTX 5080, RTX 5070 Ti, and RTX 5070 graphics cards at CES 2025', 'https://www.techradar.com/computing/gpu/nvidia-unveils-new-geforce-rtx-5090-rtx-5080-rtx-5070-ti-and-rtx-5070-graphics-cards-at-ces-2025', 'Nvidia has revealed its latest RTX 5000 series graphics cards, boasting impressive specifications and a price tag of $1,999 for the flagship RTX 5090.')\n", + "(10, \"I heard LG's new speakers made with will.i.am, and I kind of love them\", 'https://www.techradar.com/audio/wireless-bluetooth-speakers/i-heard-lgs-new-speakers-made-with-will-i-am-and-i-kind-of-love-them', \"LG's new range of Bluetooth speakers, developed in collaboration with will.i.am, delivers high-quality sound and innovative design, surprising reviewers at CES 2025.\")\n", + "(11, 'The new Garmin Instinct 3 had me climbing a wall - in the best way possible', 'https://www.techradar.com/health-fitness/the-new-garmin-instinct-3-had-me-climbing-a-wall-in-the-best-way-possible', 'The Garmin Instinct 3 smartwatch, featuring a new AMOLED display and enhanced durability, was tested at CES 2025, showcasing its capabilities for outdoor activities.')\n", + "(12, \"CES 2025 day 1: featuring the 11 best gadgets we've seen so far\", 'https://www.techradar.com/tech-events/the-best-of-ces-2025-day-one', 'A roundup of the best gadgets from the first day of CES 2025, including smart glasses, smart rings, and high-resolution audio players.')\n", + "(13, \"CES 2025 day 1: the 11 best gadgets we’ve seen, from Samsung's new flagship OLED TV to the Garmin Instinct 3\", 'https://www.techradar.com/tech-events/the-best-of-ces-2025-day-one', 'A roundup of the best gadgets showcased on the first day of CES 2025, highlighting innovations from major brands.')\n", + "(14, \"I tried the world's first interactive The Last of Us exhibit at CES - even though I died, I loved it\", 'https://www.techradar.com/tech/i-tried-the-worlds-first-interactive-the-last-of-us-exhibit-at-ces-even-though-i-died-i-loved-it', 'An immersive experience based on the popular game and TV show, where the writer shares their thrilling experience in the interactive exhibit.')\n", + "(15, 'This adorable little robot cat will stop you burning your tongue on hot coffee', 'https://www.techradar.com/home/coffee-machines/this-adorable-little-robot-cat-will-stop-you-burning-your-tongue-on-hot-coffee', 'A cute gadget from Yukai Engineering that cools your drink by blowing on it, featuring various blowing modes to mimic lifelike behavior.')\n", + "(16, 'Forget bird watching, bug watching could be the next big thing', 'https://www.techradar.com/home/smart-home/forget-bird-watching-bug-watching-could-be-the-next-bug-er-big-thing', 'New tech from Wonder that allows users to observe insects in their gardens using a camera and AI to identify species.')\n", + "(17, 'Philips Hue now works with the latest LG TVs, so you can turn your movies or games into a light show', 'https://www.techradar.com/televisions/philips-hue-now-works-with-the-latest-lg-tvs-so-you-can-turn-your-movies-or-games-into-a-light-show', 'Exciting news about the Philips Hue Sync TV app for LG TVs, allowing users to sync their smart lights with on-screen content, though it comes with a hefty price tag.')\n", + "(18, \"Lenovo's new Legion Go S gaming handheld might finally be the one to take down the Steam Deck\", 'https://www.techradar.com/computing/lenovos-new-leg', 'Lenovo introduces a gaming handheld that runs on SteamOS, aiming to provide a better experience than competitors that use Windows 11.')\n", + "(19, \"JBL's new elite headphones include a touchscreen audio transmitter to share audio with anyone easily\", 'https://www.techradar.com/audio/wireless-headphones/jbls-new-elite-headphones-include-a-touchscreen-audio-transmitter-to-connect-to-anything-easily-and-to-share-audio-with-anyone-easily', 'JBL has unveiled its flagship Tour One M3 headphones, which come with a unique touchscreen audio transmitter called SMART Tx. This device allows easy streaming from various audio sources and sharing audio via Auracast. The headphones feature advanced specifications, including high-resolution support, a long battery life, and customizable hearing profiles. They will be available for purchase on April 13, 2025, priced at $399.95.')\n", + "(20, \"Technics' intriguing new flagship wireless earbuds boast magnetic fluid injected between the driver magnet and voice coil\", 'https://www.techradar.com/audio/earbuds-airpods/technics-eah-az100-review', 'Technics has launched the EAH-AZ100 earbuds at CES 2025, featuring a new design and a proprietary Magnetic Fluid Driver for improved audio performance. The earbuds are smaller than their predecessors and aim to deliver detailed sound without the risk of driver movement issues. A review of the earbuds is also available.')\n", + "(21, \"Victrola's new turntable with Auracast and aptX might be the most future-proof deck on the planet\", 'https://www.techradar.com/audio/turntables/victrolas-new-turntable-with-auracast-and-aptx-might-be-the-most-future-proof-on-the-planet', 'Victrola has introduced the Wave turntable at CES, designed to enhance the vinyl experience with support for aptX Adaptive Bluetooth streaming and Auracast for broadcasting audio to multiple devices. The turntable is available in three finishes and aims to modernize vinyl playback.')\n", + "(22, \"CES 2025 day 2: the 11 coolest gadgets we've seen, from Samsung's The Frame Pro TV to AI air fryers\", 'https://www.techradar.com/tech-events/the-best-of-ces-2025-day-2', 'A roundup of standout gadgets from the second day of CES 2025, including the Samsung The Frame Pro TV and the Nvidia RTX 5090 graphics card. The list also features niche products like the Dreo ChefMaker 2 air fryer and the TCL Playcube portable projector.')\n", + "(23, \"Some of CES 2025's weirdest robot pets are absolute nightmare fuel, but one made it all worthwhile\", 'https://www.techradar.com/tech/some-of-ces-2025s-weirdest-robot-pets-are-absolute-nightmare-fuel-but-one-made-it-all-worthwhile', 'TechRadar highlights a significant increase in robot pets at CES 2025, including a next-gen Furby called Ropet, which has been described as \"nightmare fuel.\" In contrast, Tombot\\'s Jennie, a hyper-realistic stuffed golden retriever, is praised for its potential as a companion for those with dementia.')\n", + "(24, \"Suunto's new waterproof headphones can store 8,000 songs and use AI to help improve your swim stroke\", 'https://www.techradar.com/health-fitness/suuntos-new-waterproof-headphones-can-store-8-000-songs-and-use-ai-to-help-improve-your-swim-stroke', 'Suunto introduces waterproof headphones that utilize bone conduction to deliver music underwater and feature AI technology to analyze swim strokes, making them a promising accessory for swimmers.')\n", + "(25, \"Lenovo unveils world's first rollable display laptop, the ThinkBook Plus Gen 6 Rollable, at CES 2025\", 'https://www.techradar.com/computing/lenovo-unveils-worlds-first-rollable-display-laptop-the-thinkbook-plus-gen-6-rollable-at-ces-2025', 'Lenovo confirms the launch of the ThinkBook Plus Gen 6 Rollable, the first laptop with a rollable display that can expand from 14 inches to 16.7 inches at the touch of a button.')\n", + "(26, \"Samsung's massive 115-inch mini-LED TV is its largest yet - but there's an even bigger one at CES 2025\", 'https://www.techradar.com/televisions/samsungs-massive-115-inch-qn90f-is-its-largest-mini-led-tv-yet-but-theres-an-even-bigger-one-at-ces-2025', 'Samsung showcases its 115-inch QN90F TV, which features advanced technology, but it is not the largest at CES 2025, as Hisense presents a 116-inch model.')\n", + "(27, \"This smart-home control button might look like a simple wall switch, but it's way more than that\", 'https://www.techradar.com/home/smart-home/this-smart-home-control-button-might-look-like-a-simple-wall-switch-but-its-way-more-than-that', 'The Flic Duo is a versatile smart button that supports the Matter smart home standard, featuring two buttons and the ability to control various smart home devices through gestures.')\n", + "(28, 'Hisense reveals a 163-inch micro-LED TV at CES 2025', 'https://www.techradar.com/televisions/hisense-reveals-a-163-inch-micro-led-tv-at-ces-2025', 'Hisense introduces a 163-inch version of its TV, which boasts the Hi-View AI Engine X processor and claims to reach 10,000 nits of brightness, indicating a significant advancement in large-screen technology.')\n", + "(29, \"I witnessed Hisense's giant 163-inch micro-LED TV in person, and this thing is staggering\", 'https://www.techradar.com/televisions/i-witnessed-hisenses-giant-163-inch-micro-led-tv-in-person-and-this-thing-is-staggering', \"A firsthand account of Hisense's impressive 163-inch micro-LED TV showcased at CES 2025.\")\n", + "(30, 'Delta Air Lines announces generative AI assistant at CES 2025', 'No content available', 'Delta Air Lines revealed a generative AI assistant designed to enhance the travel experience from booking to arrival, set to roll out in 2025.')\n", + "(31, 'These new video doorbell and security camera use AI to welcome visitors and deter intruders', 'https://www.techradar.com/home/smart-home/these-new-video-doorbell-and-security-camera-use-ai-to-welcome-visitors-and-deter-intruders', 'The Swann Xtreem4K security camera utilizes AI to interact with visitors and respond to potential security threats.')\n", + "(32, 'The best wearable and fitness tech of CES 2025: from the Garmin Instinct 3 to a new Oura Ring rival', 'https://www.techradar.com/health-fitness/the-best-wearable-and-fitness-tech-of-ces-2025', 'A roundup of the top wearable and health tech showcased at CES 2025, including the Garmin Instinct 3 and other innovative devices.')\n", + "(33, 'This awesome E Ink poster frame looks like the future of wall art, if you can stomach the price tag', 'https://www.techradar.com/home/smart-home/this-awesome-e-ink-poster-frame-looks-like-the-future-of-wall-art-if-you-can-stomach-the-price-tag', \"PocketBook's new E Ink digital art frames offer a unique display solution but come with a high price.\")\n", + "(34, 'Smart-lighting brand Nanoleaf unveils LED Light Therapy Face Mask, and it’s surprisingly cheap', 'https://www.techradar.com/health-fitness/smart-lighting-brand-nanoleaf-unveils-led-light-therapy-face-mask-and-its-surprisingly-cheap', 'Nanoleaf introduced an FDA-certified LED light therapy face mask aimed at treating various skin conditions, available for pre-order at an affordable price.')\n", + "(35, 'The coolest smart home tech of CES 2025', 'No content available', 'A guide to the most innovative smart home gadgets presented at CES 2025, highlighting advancements in smart home technology.')\n", + "(36, \"I've been smart home hunting at CES 2025, and these are the coolest gadgets I found\", 'https://www.techradar.com/home/smart-home/ive-been-smart-home-hunting-at-ces-2025-and-these-are-the-coolest-gadgets-i-found', 'This article highlights the latest multi-tasking robot vacuums and other smart home gadgets showcased at CES 2025.')\n", + "(37, \"Goodbye, buttons - BMW's new Panoramic iDrive system gives all of its cars a massive head-up display with AI assistant\", 'https://www.techradar.com/vehicle-tech/hybrid-electric-vehicles/goodbye-buttons-bmws-new-panoramic-idrive-system-gives-all-of-its-cars-a-massive-head-up-display-with-ai-assistant', 'BMW unveiled its new iDrive system at CES 2025, featuring a customizable head-up display powered by AI that spans the width of the windshield.')\n", + "(38, \"Levoit's new pet-parent air purifier will switch on the fans when it senses your dog is being stinky\", 'https://www.techradar.com/home/small-appliances/levoits-new-pet-parent-air-purifier-will-switch-on-the-fans-when-it-senses-your-dog-is-being-stinky', 'The Levoit Pet Odor & Hair Air Purifier is designed for pet owners, detecting and neutralizing odors, including those from pets.')\n", + "(39, \"Nanoleaf's Ambilight alternative is now even easier to install - no more corner brackets\", 'https://www.techradar.com/home/smart-lights/nanoleafs-ambilight-alternative-is-now-even-easier-to-install-no-more-corner-brackets', 'Nanoleaf has released an updated version of its 4D system, a budget-friendly alternative to Philips Ambilight that is easier to install.')\n", + "(40, 'This coffee machine brews espresso using water condensed from the air in your home', 'https://www.techradar.com/home/coffee-machines/this-coffee-machine-brews-espresso-using-water-condensed-from-the-air-in-your-home', 'The KaraPod espresso machine uses water condensed from the air, offering a unique brewing method.')\n", + "(41, 'This Batman-style location tracker brings satellite messaging to any smartphone', 'https://www.techradar.com/phones/phone-accessories/no-iphone-no-problem-this-batman-style-location-tracker-brings-satellite-messaging-to-any-smartphone', \"HMD's OffGrid device provides off-grid connectivity and satellite messaging capabilities for any smartphone, enhancing safety for hikers.\")\n", + "(42, 'This might be the coolest iPhone accessory at CES 2025, perfectly mixing tech and aesthetics', 'https://www.techradar.com/phones/phone-accessories/this-might-be-the-coolest-iphone-accessory-at-ces-2025-perfectly-mixing-tech-and-aesthetics', \"Belkin's new Stage PowerGrip is a magnetic power bank designed like a classic camera, featuring a 10,000mAh cell, 7.5W wireless charging, and a button that doubles as a camera shutter.\")\n", + "(43, \"Eat your heart out Daleks - Dreame's newest robovac can climb stairs\", 'https://www.techradar.com/home/robot-vacuums/eat-your-heart-out-daleks-dreames-newest-robovac-can-climb-stairs', \"The Dreame X50 Ultra Complete can climb over obstacles up to 4.2cm high, thanks to its 'ProLeap System', making it a significant advancement in robovac technology.\")\n", + "(44, \"Narwal's new robovac will moonwalk your floors to get even the thickest carpets clean\", 'https://www.techradar.com/home/robot-vacuums/narwals-new-robovac-will-moonwalk-your-floors-to-get-even-the-thickest-carpets-clean', 'The Narwal Flow features a unique cleaning method that vacuums carpets forwards and backwards, enhancing its ability to clean deep-pile carpets effectively.')\n", + "(45, \"Denon's 22-speaker EV audio system promises hearing tests to make sure each speaker is tailored to you\", 'https://www.techradar.com/audio/denons-22-speaker-ev-audio-system-promises-hearing-tests-to-make-sure-each-speaker-is-tailored-to-you', \"Denon's new audio system for electric vehicles includes 22 speakers and personalized audio for each passenger, providing a full Dolby Atmos experience.\")\n", + "(46, \"Koorui unleashes the world's fastest monitor\", 'https://www.techradar.com/computing/gpu/how-high-do-you-want-your-frame-rates-nvidia-boasts-that-rtx-5090-gpu-can-drive-valorant-at-over-800-fps-with-jaw-dropping-low-latency', 'The Koorui G7 monitor features a 750Hz refresh rate and 0.5ms response time, making it the fastest gaming monitor available, aimed at esports professionals and content creators.')\n", + "(47, \"A 750Hz gaming monitor has come out of nowhere at CES 2025 - but I'm getting a bit sick of this refresh rate one-upmanship\", 'https://www.techradar.com/computing/monitors/a-750hz-gaming-monitor-has-come-out-of-nowhere-at-ces-2025-but-im-getting-a-bit-sick-of-this-refresh-rate-one-upmanship', 'Discussion on the emergence of a 750Hz gaming monitor at CES 2025 and the ongoing competition in refresh rates among manufacturers.')\n", + "(48, \"HDMI 2.2 officially revealed at CES 2025: here's what it means for TVs and gaming consoles\", 'https://www.techradar.com/tech/hdmi-2-2-officially-revealed-at-ces-2025-heres-what-that-means-for-tvs-and-gaming-consoles', 'Announcement of HDMI 2.2, which supports resolutions up to 16K and offers improved bandwidth compared to HDMI 2.1, set to be available to manufacturers in the first half of 2025.')\n", + "(49, \"CES 2025 day 3: the 11 best gadgets we've seen, from Lenovo's rollable laptop to Panasonic's new flagship OLED TV\", 'https://www.techradar.com/tech-events/ces-2025-day-3-the-11-best-gadgets-weve-seen-from-lenovos-rollable-laptop-to-panasonics-new-flagship-oled-tv', \"A recap of the best gadgets showcased on Day 3 of CES 2025, including Lenovo's innovative rollable laptop and Panasonic's flagship OLED TV.\")\n", + "(50, \"TCL's ultra-affordable 60XE uses NXTpaper to potentially break all kinds of battery life records\", 'https://www.techradar.com/phones/tcls-ultra-affordable-60xe-uses-nxtpaper-to-potentially-break-all-kinds-of-battery-life-records', 'The TCL 60XE smartphone features NXTpaper technology, offering a unique matte-paper look and impressive battery life of up to 7 days. Priced at $199, it runs on Android and will be available later this year.')\n", + "(51, \"Want to boost your iPhone storage by 2TB? SanDisk and ShiftCam's affordable little SSDs could be for you\", 'https://www.techradar.com/phones/want-to-boost-your-iphone-storage-by-2tb-sandisk-and-shiftcams-affordable-little-ssds-could-be-for-you', 'SanDisk and ShiftCam introduced external SSDs for iPhones, available in 1TB and 2TB sizes. These devices are designed for videographers to offload large ProRes files and are compatible with iPhones.')\n", + "(52, \"I tried Panasonic's new Z95B OLED TV, and it takes OLED picture quality to an even higher level\", 'https://www.techradar.com/televisions/i-tried-panasonics-new-z95b-oled-tv-and-it-takes-oled-picture-quality-to-an-even-higher-level', \"Panasonic's flagship Z95B OLED TV is highlighted as a top contender for the best TV of 2025, offering superior picture quality. It will be available in various sizes later this year.\")\n", + "(53, 'Our strangest CES 2025 finds', 'https://www.tiktok.com/@techradar?lang=en', \"A roundup of unusual gadgets from CES 2025, including the Electric Salt Spoon, Bird Buddy's bug-watching camera, and Mixed Reality Makeup, showcasing innovative yet quirky technology.\")\n", + "(54, 'The RGB micro-LED backlight wars begin', 'https://www.techradar.com/televisions/samsung-introduces-2025-mini-led-tv-lineup-with-a-new-era-of-samsung-ai', \"Samsung showcased an 8K RGB micro-LED TV at CES 2025, which is expected to be their flagship model for 2025, competing with Hisense's TriChroma mini-LED TV.\")\n", + "(55, 'Delta Air Lines had the most impressive CES showcase this year', 'https://www.techradar.com/tech-events/delta-air-lines-just-announced-its-vision-for-the-future-of-flying-here-are-my-3-favorite-features-coming-to-its-planes-and-app', 'Delta Air Lines showcased an extravagant presentation at CES 2025, featuring an Airbus A350 on a massive screen, complete with immersive effects. The keynote included appearances from Tom Brady and Lenny Kravitz, along with innovations like 4K HDR QLED displays on seatbacks and a personalized AI travel assistant.')\n", + "(56, 'Good news for some Disney Plus subscribers', 'https://www.techradar.com/streaming/own-a-samsung-tv-good-news-disney-plus-is-set-to-start-streaming-tv-shows-and-movies-in-hdr10', 'Disney Plus will soon be available in HDR10+ format on Samsung TVs, enhancing picture quality for users. This is significant as Samsung TVs previously did not support Dolby Vision HDR, which was the only HDR format available for Disney Plus.')\n", + "(57, 'It’s here - our top 25 gadgets of CES 2025', 'https://www.techradar.com/tech/best-of-ces-2025', 'TechRadar has compiled a list of the top 25 gadgets from CES 2025, showcasing a variety of innovative products from TVs to robot vacuums, highlighting the best new technology that will influence consumer choices in 2025.')\n", + "(58, 'It’s time to meet the CES 2025 robots', 'No content available', 'CES 2025 featured advanced humanoid robots, including Realbotix Aria, which can interact with humans and respond to emotional states, and the Unitree G1, which can be programmed for various tasks. The Digit robot is designed for logistics and manufacturing, with plans to work alongside humans in the future.')\n", + "(59, 'The 11 most exciting tech trends of 2025, according to CES 2025', 'https://www.techradar.com/tech-events/the-11-most-exciting-tech-trends-of-2025-according-to-ces-2025', 'This article discusses the most exciting technology trends that emerged from CES 2025.')\n", + "(60, \"LG's most stunning OLED TV of all time made a surprise secret return at CES, with a wireless twist\", 'https://www.techradar.com/televisions/lgs-most-stunning-oled-tv-of-all-time-made-a-surprise-secret-return-at-ces-with-a-wireless-twist', \"The article covers the unveiling of LG's latest OLED TV at CES 2025, highlighting its innovative wireless features.\")\n" + ] + } + ], + "source": [ + "import mysql.connector\n", + "\n", + "# Connect to the MySQL server and the 'articles_db' database\n", + "conn = mysql.connector.connect(user='root', password='root', host='localhost', database='articles_db')\n", + "cursor = conn.cursor()\n", + "\n", + "# Execute the SELECT query\n", + "cursor.execute(\"SELECT * FROM articles_table\")\n", + "\n", + "# Fetch all the results\n", + "records = cursor.fetchall()\n", + "\n", + "# Print the records\n", + "for record in records:\n", + " print(record)\n", + "\n", + "# Close the cursor and connection\n", + "cursor.close()\n", + "conn.close()" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "2as65QLypwdb" + }, + "source": [ + "### 💾 Save the output to a `CSV` file" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "HTLVFgbVLLBR" + }, + "source": [ + "Let's create a pandas dataframe and show the table with the extracted content" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 1000 + }, + "id": "1lS9O1KOI51y", + "outputId": "550e3c8c-e651-4466-f809-106f7cc139bb" + }, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + " title \\\n", + "0 CES 2025 day 3: the 11 best gadgets we've seen... \n", + "1 CES 2025 proves AI is everywhere, unstoppable,... \n", + "2 Forget tri-folding phones - this pocketable fo... \n", + "3 HDMI 2.2 officially revealed at CES 2025: here... \n", + "4 This awesome E Ink poster frame looks like the... \n", + "5 I saw Hisense's RGB mini-LED TV, and this vivi... \n", + "6 I saw Samsung's new The Frame Pro mini-LED TV,... \n", + "7 This robot vacuum can also bring you a sandwic... \n", + "8 Nvidia unveils new GeForce RTX 5090, RTX 5080,... \n", + "9 I heard LG's new speakers made with will.i.am,... \n", + "10 The new Garmin Instinct 3 had me climbing a wa... \n", + "11 CES 2025 day 1: featuring the 11 best gadgets ... \n", + "12 CES 2025 day 1: the 11 best gadgets we’ve seen... \n", + "13 I tried the world's first interactive The Last... \n", + "14 This adorable little robot cat will stop you b... \n", + "15 Forget bird watching, bug watching could be th... \n", + "16 Philips Hue now works with the latest LG TVs, ... \n", + "17 Lenovo's new Legion Go S gaming handheld might... \n", + "18 JBL's new elite headphones include a touchscre... \n", + "19 Technics' intriguing new flagship wireless ear... \n", + "20 Victrola's new turntable with Auracast and apt... \n", + "21 CES 2025 day 2: the 11 coolest gadgets we've s... \n", + "22 Some of CES 2025's weirdest robot pets are abs... \n", + "23 Suunto's new waterproof headphones can store 8... \n", + "24 Lenovo unveils world's first rollable display ... \n", + "25 Samsung's massive 115-inch mini-LED TV is its ... \n", + "26 This smart-home control button might look like... \n", + "27 Hisense reveals a 163-inch micro-LED TV at CES... \n", + "28 I witnessed Hisense's giant 163-inch micro-LED... \n", + "29 Delta Air Lines announces generative AI assist... \n", + "30 These new video doorbell and security camera u... \n", + "31 The best wearable and fitness tech of CES 2025... \n", + "32 This awesome E Ink poster frame looks like the... \n", + "33 Smart-lighting brand Nanoleaf unveils LED Ligh... \n", + "34 The coolest smart home tech of CES 2025 \n", + "35 I've been smart home hunting at CES 2025, and ... \n", + "36 Goodbye, buttons - BMW's new Panoramic iDrive ... \n", + "37 Levoit's new pet-parent air purifier will swit... \n", + "38 Nanoleaf's Ambilight alternative is now even e... \n", + "39 This coffee machine brews espresso using water... \n", + "40 This Batman-style location tracker brings sate... \n", + "41 This might be the coolest iPhone accessory at ... \n", + "42 Eat your heart out Daleks - Dreame's newest ro... \n", + "43 Narwal's new robovac will moonwalk your floors... \n", + "44 Denon's 22-speaker EV audio system promises he... \n", + "45 Koorui unleashes the world's fastest monitor \n", + "46 A 750Hz gaming monitor has come out of nowhere... \n", + "47 HDMI 2.2 officially revealed at CES 2025: here... \n", + "48 CES 2025 day 3: the 11 best gadgets we've seen... \n", + "49 TCL's ultra-affordable 60XE uses NXTpaper to p... \n", + "50 Want to boost your iPhone storage by 2TB? SanD... \n", + "51 I tried Panasonic's new Z95B OLED TV, and it t... \n", + "52 Our strangest CES 2025 finds \n", + "53 The RGB micro-LED backlight wars begin \n", + "54 Delta Air Lines had the most impressive CES sh... \n", + "55 Good news for some Disney Plus subscribers \n", + "56 It’s here - our top 25 gadgets of CES 2025 \n", + "57 It’s time to meet the CES 2025 robots \n", + "58 The 11 most exciting tech trends of 2025, acco... \n", + "59 LG's most stunning OLED TV of all time made a ... \n", + "\n", + " link \\\n", + "0 https://www.techradar.com/tech-events/ces-2025... \n", + "1 https://www.techradar.com/computing/artificial... \n", + "2 https://www.techradar.com/televisions/projecto... \n", + "3 https://www.techradar.com/tech/hdmi-2-2-offici... \n", + "4 https://www.techradar.com/home/smart-home/this... \n", + "5 https://www.techradar.com/televisions/i-saw-hi... \n", + "6 https://www.techradar.com/televisions/i-saw-sa... \n", + "7 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https://www.techradar.com/health-fitness/suunt... \n", + "24 https://www.techradar.com/computing/lenovo-unv... \n", + "25 https://www.techradar.com/televisions/samsungs... \n", + "26 https://www.techradar.com/home/smart-home/this... \n", + "27 https://www.techradar.com/televisions/hisense-... \n", + "28 https://www.techradar.com/televisions/i-witnes... \n", + "29 No content available \n", + "30 https://www.techradar.com/home/smart-home/thes... \n", + "31 https://www.techradar.com/health-fitness/the-b... \n", + "32 https://www.techradar.com/home/smart-home/this... \n", + "33 https://www.techradar.com/health-fitness/smart... \n", + "34 No content available \n", + "35 https://www.techradar.com/home/smart-home/ive-... \n", + "36 https://www.techradar.com/vehicle-tech/hybrid-... \n", + "37 https://www.techradar.com/home/small-appliance... \n", + "38 https://www.techradar.com/home/smart-lights/na... \n", + "39 https://www.techradar.com/home/coffee-machines... \n", + "40 https://www.techradar.com/phones/phone-accesso... \n", + "41 https://www.techradar.com/phones/phone-accesso... \n", + "42 https://www.techradar.com/home/robot-vacuums/e... \n", + "43 https://www.techradar.com/home/robot-vacuums/n... \n", + "44 https://www.techradar.com/audio/denons-22-spea... \n", + "45 https://www.techradar.com/computing/gpu/how-hi... \n", + "46 https://www.techradar.com/computing/monitors/a... \n", + "47 https://www.techradar.com/tech/hdmi-2-2-offici... \n", + "48 https://www.techradar.com/tech-events/ces-2025... \n", + "49 https://www.techradar.com/phones/tcls-ultra-af... \n", + "50 https://www.techradar.com/phones/want-to-boost... \n", + "51 https://www.techradar.com/televisions/i-tried-... \n", + "52 https://www.tiktok.com/@techradar?lang=en \n", + "53 https://www.techradar.com/televisions/samsung-... \n", + "54 https://www.techradar.com/tech-events/delta-ai... \n", + "55 https://www.techradar.com/streaming/own-a-sams... \n", + "56 https://www.techradar.com/tech/best-of-ces-2025 \n", + "57 No content available \n", + "58 https://www.techradar.com/tech-events/the-11-m... \n", + "59 https://www.techradar.com/televisions/lgs-most... \n", + "\n", + " description \n", + "0 A roundup of the top gadgets showcased on the ... \n", + "1 An exploration of the pervasive presence of AI... \n", + "2 A review of a new portable folding projector t... \n", + "3 Details on the announcement of HDMI 2.2 and it... \n", + "4 A look at a new E Ink poster frame that repres... \n", + "5 An impression of Hisense's new RGB mini-LED TV... \n", + "6 Samsung's The Frame Pro mini-LED TV has been s... \n", + "7 The SwitchBot K20+ Pro is highlighted as a sta... \n", + "8 Nvidia has revealed its latest RTX 5000 series... \n", + "9 LG's new range of Bluetooth speakers, develope... \n", + "10 The Garmin Instinct 3 smartwatch, featuring a ... \n", + "11 A roundup of the best gadgets from the first d... \n", + "12 A roundup of the best gadgets 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+ "29 Delta Air Lines revealed a generative AI assis... \n", + "30 The Swann Xtreem4K security camera utilizes AI... \n", + "31 A roundup of the top wearable and health tech ... \n", + "32 PocketBook's new E Ink digital art frames offe... \n", + "33 Nanoleaf introduced an FDA-certified LED light... \n", + "34 A guide to the most innovative smart home gadg... \n", + "35 This article highlights the latest multi-taski... \n", + "36 BMW unveiled its new iDrive system at CES 2025... \n", + "37 The Levoit Pet Odor & Hair Air Purifier is des... \n", + "38 Nanoleaf has released an updated version of it... \n", + "39 The KaraPod espresso machine uses water conden... \n", + "40 HMD's OffGrid device provides off-grid connect... \n", + "41 Belkin's new Stage PowerGrip is a magnetic pow... \n", + "42 The Dreame X50 Ultra Complete can climb over o... \n", + "43 The Narwal Flow features a unique cleaning met... \n", + "44 Denon's new audio system for electric vehicles... \n", + "45 The Koorui G7 monitor features a 750Hz refresh... \n", + "46 Discussion on the emergence of a 750Hz gaming ... \n", + "47 Announcement of HDMI 2.2, which supports resol... \n", + "48 A recap of the best gadgets showcased on Day 3... \n", + "49 The TCL 60XE smartphone features NXTpaper tech... \n", + "50 SanDisk and ShiftCam introduced external SSDs ... \n", + "51 Panasonic's flagship Z95B OLED TV is highlight... \n", + "52 A roundup of unusual gadgets from CES 2025, in... \n", + "53 Samsung showcased an 8K RGB micro-LED TV at CE... \n", + "54 Delta Air Lines showcased an extravagant prese... \n", + "55 Disney Plus will soon be available in HDR10+ f... \n", + "56 TechRadar has compiled a list of the top 25 ga... \n", + "57 CES 2025 featured advanced humanoid robots, in... \n", + "58 This article discusses the most exciting techn... \n", + "59 The article covers the unveiling of LG's lates... 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titlelinkdescription
0CES 2025 day 3: the 11 best gadgets we've seen...https://www.techradar.com/tech-events/ces-2025...A roundup of the top gadgets showcased on the ...
1CES 2025 proves AI is everywhere, unstoppable,...https://www.techradar.com/computing/artificial...An exploration of the pervasive presence of AI...
2Forget tri-folding phones - this pocketable fo...https://www.techradar.com/televisions/projecto...A review of a new portable folding projector t...
3HDMI 2.2 officially revealed at CES 2025: here...https://www.techradar.com/tech/hdmi-2-2-offici...Details on the announcement of HDMI 2.2 and it...
4This awesome E Ink poster frame looks like the...https://www.techradar.com/home/smart-home/this...A look at a new E Ink poster frame that repres...
5I saw Hisense's RGB mini-LED TV, and this vivi...https://www.techradar.com/televisions/i-saw-hi...An impression of Hisense's new RGB mini-LED TV...
6I saw Samsung's new The Frame Pro mini-LED TV,...https://www.techradar.com/televisions/i-saw-sa...Samsung's The Frame Pro mini-LED TV has been s...
7This robot vacuum can also bring you a sandwic...https://www.techradar.com/tech-events/this-rob...The SwitchBot K20+ Pro is highlighted as a sta...
8Nvidia unveils new GeForce RTX 5090, RTX 5080,...https://www.techradar.com/computing/gpu/nvidia...Nvidia has revealed its latest RTX 5000 series...
9I heard LG's new speakers made with will.i.am,...https://www.techradar.com/audio/wireless-bluet...LG's new range of Bluetooth speakers, develope...
10The new Garmin Instinct 3 had me climbing a wa...https://www.techradar.com/health-fitness/the-n...The Garmin Instinct 3 smartwatch, featuring a ...
11CES 2025 day 1: featuring the 11 best gadgets ...https://www.techradar.com/tech-events/the-best...A roundup of the best gadgets from the first d...
12CES 2025 day 1: the 11 best gadgets we’ve seen...https://www.techradar.com/tech-events/the-best...A roundup of the best gadgets showcased on the...
13I tried the world's first interactive The Last...https://www.techradar.com/tech/i-tried-the-wor...An immersive experience based on the popular g...
14This adorable little robot cat will stop you b...https://www.techradar.com/home/coffee-machines...A cute gadget from Yukai Engineering that cool...
15Forget bird watching, bug watching could be th...https://www.techradar.com/home/smart-home/forg...New tech from Wonder that allows users to obse...
16Philips Hue now works with the latest LG TVs, ...https://www.techradar.com/televisions/philips-...Exciting news about the Philips Hue Sync TV ap...
17Lenovo's new Legion Go S gaming handheld might...https://www.techradar.com/computing/lenovos-ne...Lenovo introduces a gaming handheld that runs ...
18JBL's new elite headphones include a touchscre...https://www.techradar.com/audio/wireless-headp...JBL has unveiled its flagship Tour One M3 head...
19Technics' intriguing new flagship wireless ear...https://www.techradar.com/audio/earbuds-airpod...Technics has launched the EAH-AZ100 earbuds at...
20Victrola's new turntable with Auracast and apt...https://www.techradar.com/audio/turntables/vic...Victrola has introduced the Wave turntable at ...
21CES 2025 day 2: the 11 coolest gadgets we've s...https://www.techradar.com/tech-events/the-best...A roundup of standout gadgets from the second ...
22Some of CES 2025's weirdest robot pets are abs...https://www.techradar.com/tech/some-of-ces-202...TechRadar highlights a significant increase in...
23Suunto's new waterproof headphones can store 8...https://www.techradar.com/health-fitness/suunt...Suunto introduces waterproof headphones that u...
24Lenovo unveils world's first rollable display ...https://www.techradar.com/computing/lenovo-unv...Lenovo confirms the launch of the ThinkBook Pl...
25Samsung's massive 115-inch mini-LED TV is its ...https://www.techradar.com/televisions/samsungs...Samsung showcases its 115-inch QN90F TV, which...
26This smart-home control button might look like...https://www.techradar.com/home/smart-home/this...The Flic Duo is a versatile smart button that ...
27Hisense reveals a 163-inch micro-LED TV at CES...https://www.techradar.com/televisions/hisense-...Hisense introduces a 163-inch version of its T...
28I witnessed Hisense's giant 163-inch micro-LED...https://www.techradar.com/televisions/i-witnes...A firsthand account of Hisense's impressive 16...
29Delta Air Lines announces generative AI assist...No content availableDelta Air Lines revealed a generative AI assis...
30These new video doorbell and security camera u...https://www.techradar.com/home/smart-home/thes...The Swann Xtreem4K security camera utilizes AI...
31The best wearable and fitness tech of CES 2025...https://www.techradar.com/health-fitness/the-b...A roundup of the top wearable and health tech ...
32This awesome E Ink poster frame looks like the...https://www.techradar.com/home/smart-home/this...PocketBook's new E Ink digital art frames offe...
33Smart-lighting brand Nanoleaf unveils LED Ligh...https://www.techradar.com/health-fitness/smart...Nanoleaf introduced an FDA-certified LED light...
34The coolest smart home tech of CES 2025No content availableA guide to the most innovative smart home gadg...
35I've been smart home hunting at CES 2025, and ...https://www.techradar.com/home/smart-home/ive-...This article highlights the latest multi-taski...
36Goodbye, buttons - BMW's new Panoramic iDrive ...https://www.techradar.com/vehicle-tech/hybrid-...BMW unveiled its new iDrive system at CES 2025...
37Levoit's new pet-parent air purifier will swit...https://www.techradar.com/home/small-appliance...The Levoit Pet Odor & Hair Air Purifier is des...
38Nanoleaf's Ambilight alternative is now even e...https://www.techradar.com/home/smart-lights/na...Nanoleaf has released an updated version of it...
39This coffee machine brews espresso using water...https://www.techradar.com/home/coffee-machines...The KaraPod espresso machine uses water conden...
40This Batman-style location tracker brings sate...https://www.techradar.com/phones/phone-accesso...HMD's OffGrid device provides off-grid connect...
41This might be the coolest iPhone accessory at ...https://www.techradar.com/phones/phone-accesso...Belkin's new Stage PowerGrip is a magnetic pow...
42Eat your heart out Daleks - Dreame's newest ro...https://www.techradar.com/home/robot-vacuums/e...The Dreame X50 Ultra Complete can climb over o...
43Narwal's new robovac will moonwalk your floors...https://www.techradar.com/home/robot-vacuums/n...The Narwal Flow features a unique cleaning met...
44Denon's 22-speaker EV audio system promises he...https://www.techradar.com/audio/denons-22-spea...Denon's new audio system for electric vehicles...
45Koorui unleashes the world's fastest monitorhttps://www.techradar.com/computing/gpu/how-hi...The Koorui G7 monitor features a 750Hz refresh...
46A 750Hz gaming monitor has come out of nowhere...https://www.techradar.com/computing/monitors/a...Discussion on the emergence of a 750Hz gaming ...
47HDMI 2.2 officially revealed at CES 2025: here...https://www.techradar.com/tech/hdmi-2-2-offici...Announcement of HDMI 2.2, which supports resol...
48CES 2025 day 3: the 11 best gadgets we've seen...https://www.techradar.com/tech-events/ces-2025...A recap of the best gadgets showcased on Day 3...
49TCL's ultra-affordable 60XE uses NXTpaper to p...https://www.techradar.com/phones/tcls-ultra-af...The TCL 60XE smartphone features NXTpaper tech...
50Want to boost your iPhone storage by 2TB? SanD...https://www.techradar.com/phones/want-to-boost...SanDisk and ShiftCam introduced external SSDs ...
51I tried Panasonic's new Z95B OLED TV, and it t...https://www.techradar.com/televisions/i-tried-...Panasonic's flagship Z95B OLED TV is highlight...
52Our strangest CES 2025 findshttps://www.tiktok.com/@techradar?lang=enA roundup of unusual gadgets from CES 2025, in...
53The RGB micro-LED backlight wars beginhttps://www.techradar.com/televisions/samsung-...Samsung showcased an 8K RGB micro-LED TV at CE...
54Delta Air Lines had the most impressive CES sh...https://www.techradar.com/tech-events/delta-ai...Delta Air Lines showcased an extravagant prese...
55Good news for some Disney Plus subscribershttps://www.techradar.com/streaming/own-a-sams...Disney Plus will soon be available in HDR10+ f...
56It’s here - our top 25 gadgets of CES 2025https://www.techradar.com/tech/best-of-ces-2025TechRadar has compiled a list of the top 25 ga...
57It’s time to meet the CES 2025 robotsNo content availableCES 2025 featured advanced humanoid robots, in...
58The 11 most exciting tech trends of 2025, acco...https://www.techradar.com/tech-events/the-11-m...This article discusses the most exciting techn...
59LG's most stunning OLED TV of all time made a ...https://www.techradar.com/televisions/lgs-most...The article covers the unveiling of LG's lates...
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\n" + ], + "application/vnd.google.colaboratory.intrinsic+json": { + "type": "dataframe", + "variable_name": "df", + "summary": "{\n \"name\": \"df\",\n \"rows\": 60,\n \"fields\": [\n {\n \"column\": \"title\",\n \"properties\": {\n \"dtype\": \"string\",\n \"num_unique_values\": 57,\n \"samples\": [\n \"CES 2025 day 3: the 11 best gadgets we've seen, from Lenovo's rollable laptop to Panasonic's new flagship OLED TV\",\n \"I saw Hisense's RGB mini-LED TV, and this vividly colorful set is the future of TV\",\n \"These new video doorbell and security camera use AI to welcome visitors and deter intruders\"\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"link\",\n \"properties\": {\n \"dtype\": \"string\",\n \"num_unique_values\": 54,\n \"samples\": [\n \"https://www.techradar.com/audio/turntables/victrolas-new-turntable-with-auracast-and-aptx-might-be-the-most-future-proof-on-the-planet\",\n \"https://www.techradar.com/tech-events/delta-air-lines-just-announced-its-vision-for-the-future-of-flying-here-are-my-3-favorite-features-coming-to-its-planes-and-app\",\n \"https://www.techradar.com/televisions/samsung-introduces-2025-mini-led-tv-lineup-with-a-new-era-of-samsung-ai\"\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"description\",\n \"properties\": {\n \"dtype\": \"string\",\n \"num_unique_values\": 60,\n \"samples\": [\n \"A roundup of the top gadgets showcased on the third day of CES 2025, highlighting innovative products from various brands.\",\n \"An impression of Hisense's new RGB mini-LED TV, noted for its vibrant colors and advanced technology.\",\n \"BMW unveiled its new iDrive system at CES 2025, featuring a customizable head-up display powered by AI that spans the width of the windshield.\"\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n }\n ]\n}" + } + }, + "metadata": {}, + "execution_count": 39 + } + ], + "source": [ + "import pandas as pd\n", + "\n", + "# Convert dictionary to DataFrame\n", + "df = pd.DataFrame(result[\"news\"])\n", + "df" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "v0CBYVk7qA5Z" + }, + "source": [ + "Save it to CSV" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "BtEbB9pmQGhO", + "outputId": "f7f586d5-bca7-4554-e31d-0d701b0ab8e2" + }, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Data saved to news.csv\n" + ] + } + ], + "source": [ + "# Save the DataFrame to a CSV file\n", + "csv_file = \"news.csv\"\n", + "df.to_csv(csv_file, index=False)\n", + "print(f\"Data saved to {csv_file}\")" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "-1SZT8VzTZNd" + }, + "source": [ + "## 🔗 Resources" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "dUi2LtMLRDDR" + }, + "source": [ + "\n", + "

\n", + " \"ScrapeGraph\n", + "

\n", + "\n", + "\n", + "- 🚀 **Get your API Key:** [ScrapeGraphAI Dashboard](https://dashboard.scrapegraphai.com) \n", + "- 🐙 **GitHub:** [ScrapeGraphAI GitHub](https://github.com/scrapegraphai) \n", + "- 💼 **LinkedIn:** [ScrapeGraphAI LinkedIn](https://www.linkedin.com/company/scrapegraphai/) \n", + "- 🐦 **Twitter:** [ScrapeGraphAI Twitter](https://twitter.com/scrapegraphai) \n", + "- 💬 **Discord:** [Join our Discord Community](https://discord.gg/uJN7TYcpNa) \n", + "- 🦜 **Langchain:** [ScrapeGraph docs](https://python.langchain.com/docs/integrations/tools/scrapegraph/)\n", + "\n", + "Made with ❤️ by the [ScrapeGraphAI](https://scrapegraphai.com) Team \n" + ] + } + ], + "metadata": { + "colab": { + "provenance": [] + }, + "kernelspec": { + "display_name": "Python 3", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.13.1" + } + }, + "nbformat": 4, + "nbformat_minor": 0 +} \ No newline at end of file