by Randy Lunetto

Scrape and Summarize a Webpage using Google's Gemini 1.5 Flash AI model

Test this app for free
24
Test this app for free
24 
import logging
from gunicorn.app.base import BaseApplication
from app_init import create_initialized_flask_app

logging.basicConfig(level=logging.INFO)
logger = logging.getLogger(__name__)

class StandaloneApplication(BaseApplication):
    def __init__(self, app, options=None):
        self.application = app
        self.options = options or {}
        super().__init__()

    def load_config(self):
        # Apply configuration to Gunicorn
        for key, value in self.options.items():
            if key in self.cfg.settings and value is not None:
                self.cfg.set(key.lower(), value)

    def load(self):
        return self.application

if __name__ == "__main__":
    options = {
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Created: | Last Updated:

Summarizes webpage content from a URL input, displaying a concise overview for user understanding.

Here's a step-by-step guide for using the Scrape and Summarize a Webpage using Google's Gemini 1.5 Flash AI model template:

Introduction

This template provides a web application that allows users to input a URL and receive a concise summary of the webpage content. It utilizes Google's Gemini 1.5 Pro AI model for summarization and Selenium for web scraping.

Getting Started

  1. Click "Start with this Template" to begin using this template in the Lazy Builder interface.

Test the Application

  1. Press the "Test" button in the Lazy Builder interface to deploy and run the application.

  2. Once the deployment is complete, you'll receive a dedicated server link to access the web interface.

Using the Application

  1. Open the provided server link in your web browser to access the Website Summarizer interface.

  2. In the input field labeled "URL:", enter the full URL of the webpage you want to summarize (e.g., https://example.com).

  3. Click the "Summarize" button to initiate the summarization process.

  4. Wait for the application to scrape the webpage and generate a summary. This may take a few moments depending on the size and complexity of the webpage.

  5. Once complete, the summary will be displayed below the input form.

Understanding the Results

The summary provided by the application will be a concise paragraph that captures the main points and key information from the webpage. This can be useful for quickly understanding the content of a webpage without having to read through the entire text.

Integrating the Application

This application is designed to be used as a standalone web tool and doesn't require integration with external services. Users can access it directly through the provided server link to summarize webpages as needed.

Technologies

Flask Flask
Selenium Selenium
CSS CSS
SQL SQL
HTML HTML
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