fastapi_server.py

# fastapi_server.py
from fastapi import FastAPI
import requests
from bs4 import BeautifulSoup
import re

app = FastAPI()

# Function to scrape only visible text from the given URL
def scrape_visible_text_from_url(url):
    try:
        response = requests.get(url)
        response.raise_for_status()
        soup = BeautifulSoup(response.content, 'html.parser')

        # Remove script, style, and other non-visible tags
        for tag in soup(["script", "style", "meta", "link", "noscript", "header", "footer", "aside", "nav", "img"]):
            tag.extract()

        # Get the header content
        header_content = soup.find("header")
        header_text = header_content.get_text() if header_content else ""

        # Get the paragraph content
        paragraph_content = soup.find_all("p")
        paragraph_text = " ".join([p.get_text() for p in paragraph_content])

        # Combine header and paragraph text
        visible_text = f"{header_text}\n\n{paragraph_text}"

        # Remove multiple whitespaces and newlines
        visible_text = re.sub(r'\s+', ' ', visible_text)
        return visible_text.strip()
    except Exception as e:
        return str(e)

@app.get("/")
async def root(url: str):
    data = scrape_visible_text_from_url(url)
    return {"scraped_text": data}