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Web Data Scraping with AI-Powered Text Extraction

Last updated on 10 days ago
K
KevinMember
Posted 10 days ago
Web Scraping with AI: Automate gathering and summarizing data from articles or reports.
K
KevinMember
Posted 10 days ago
Extract and summarize content from a webpage using AI.
import requests
from bs4 import BeautifulSoup
from transformers import pipeline

# Load a summarization model
summarizer = pipeline("summarization")

# URL of the webpage
url = "https://example.com/article"
response = requests.get(url)
soup = BeautifulSoup(response.text, "html.parser")

# Extract main content
content = " ".join([p.text for p in soup.find_all("p")])

# Summarize content
summary = summarizer(content, max_length=100, min_length=50, do_sample=False)
print("Summary:")
print(summary[0]['summary_text'])
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