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import requests | |
from bs4 import BeautifulSoup | |
import openai | |
import gradio as gr | |
import os | |
from dotenv import load_dotenv | |
# Load environment variables from .env file | |
load_dotenv() | |
openai.api_key = os.getenv("OPENAI_API_KEY") | |
# Function to scrape content from a URL | |
def scrape_content(url): | |
response = requests.get(url) | |
soup = BeautifulSoup(response.content, 'html.parser') | |
# Example of extracting title and body content - modify based on actual structure of the websites | |
title = soup.find('title').get_text() | |
paragraphs = soup.find_all('p') | |
content = '\n'.join([para.get_text() for para in paragraphs]) | |
return title, content | |
# Function to create newsletter using OpenAI | |
def create_newsletter(contents): | |
prompt = "Create a newsletter with the following content:\n\n" | |
for content in contents: | |
title, body, url = content | |
prompt += f"Title: {title}\nURL: {url}\n\n{body}\n\n" | |
response = openai.chat.completions.create( | |
model="gpt-4o-mini", | |
messages=[ | |
{"role": "system", "content": "You are a helpful assistant and en expert in making newsletter meant for wellness and healthy living for AIWO, a global wellness and age reversal organization."}, | |
{"role": "user", "content": prompt} | |
] | |
) | |
# newsletter = response['choices'][0]['message']['content'].strip() | |
newsletter = response.choices[0].message.content.strip() | |
return newsletter | |
# Function to process URLs and generate the newsletter | |
def process_urls(url1, url2, url3, url4, url5): | |
urls = [url for url in [url1, url2, url3, url4, url5] if url] | |
if not urls: | |
return "No URLs provided." | |
contents = [] | |
for url in urls: | |
title, content = scrape_content(url) | |
contents.append((title, content, url)) | |
newsletter = create_newsletter(contents) | |
return newsletter | |
# Gradio interface | |
iface = gr.Interface( | |
fn=process_urls, | |
inputs=[ | |
gr.Textbox(label="URL 1"), | |
gr.Textbox(label="URL 2"), | |
gr.Textbox(label="URL 3"), | |
gr.Textbox(label="URL 4"), | |
gr.Textbox(label="URL 5") | |
], | |
outputs="html", | |
title="The AIWO AI Newsletter Generator", | |
description="Enter up to 5 URLs to generate an unique newsletter,copy paste from the right onto your notepad/cms tool to edit and work further." | |
) | |
iface.launch() | |