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llmware-ai--llmware/solutions/sources/parse_web_sources_in_memory.py
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""" This example demonstrates how to parse various web sources into a Library through HTML scraping.
When parsing websites, please follow best practices, ethical guidelines and common sense - as a good example,
see https://monashdatafluency.github.io/python-web-scraping/section-5-legal-and-ethical-considerations/
To use the WebSite Parser requires several additional python libraries to be installed:
pip3 install beautifulsoup4
pip3 install lxml
pip3 install requests
pip3 install urllib3
"""
from llmware.parsers import Parser, WebSiteParser
def parsing_web_sources_in_memory():
""" In this example. we will access the WebSiteParser through the general Parser class, with the main use
case of integrating a small HTML site into a library with inclusion of other file types.
We recommend checking the website output first in memory, before automatically adding to a DB - as
usually the extracted text will require some post-processing to remove redundancies, potential formatting or JS -
and as a general safety check on the content. """
print(f"\nExample - Parsing Web Sources")
# parse website directly - here are a few ideas for rapid testing
# please be respectful in keeping requests at low volume
# high volume global website
website = "https://www.cnbc.com"
# come visit NYC
website = "https://www.ny.com/general/centers.html"
# website = "https://bronxzoo.com"
# website = "https://en.wikipedia.org/wiki/Jalen_Brunson"
website_parsed_output = Parser().parse_website(website, write_to_db=False, save_history=False, get_links=False)
# look at the first 10 text blocks extracted
for x in range(0,min(10, len(website_parsed_output))):
print("text blocks extracted: ", website_parsed_output[x])
return 0
if __name__ == "__main__":
parsing_web_sources_in_memory()