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Create app.py

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  1. app.py +96 -0
app.py ADDED
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+ import requests
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+ from bs4 import BeautifulSoup
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+ import openai
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+ import gradio as gr
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+ import os
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+ from dotenv import load_dotenv
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+
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+ # Load environment variables
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+ load_dotenv()
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+ openai.api_key = os.getenv("OPENAI_API_KEY")
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+
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+ # Supported languages and their codes
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+ LANGUAGES = {
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+ "English": "en",
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+ "Hindi": "hi",
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+ "Telugu": "te",
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+ "Kannada": "kn",
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+ "Malayalam": "ml"
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+ }
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+
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+ # Function to scrape content from a URL
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+ def scrape_content(url):
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+ try:
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+ response = requests.get(url)
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+ soup = BeautifulSoup(response.content, 'html.parser')
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+ title = soup.find('title').get_text() if soup.find('title') else "No Title"
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+ paragraphs = soup.find_all('p')
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+ content = '\n'.join([para.get_text() for para in paragraphs])
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+ return title, content
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+ except Exception as e:
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+ return "Error", f"Failed to scrape content from {url}: {str(e)}"
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+
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+ # Function to translate content using OpenAI
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+ def translate_content(content, target_language):
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+ if target_language == "en":
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+ return content # No translation needed
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+
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+ prompt = f"Translate the following content to {target_language}:
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+
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+ {content}"
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+ response = openai.chat.completions.create(
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+ model="gpt-4o-mini",
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+ messages=[
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+ {"role": "system", "content": "You are a multilingual translator."},
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+ {"role": "user", "content": prompt}
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+ ]
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+ )
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+ return response.choices[0].message.content.strip()
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+
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+ # Function to create newsletter
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+ def create_newsletter(contents, language):
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+ prompt = "Create a newsletter with the following content:\n\n"
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+ for title, body, url in contents:
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+ translated_body = translate_content(body, LANGUAGES[language])
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+ prompt += f"Title: {title}\nURL: {url}\n\n{translated_body}\n\n"
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+
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+ response = openai.chat.completions.create(
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+ model="gpt-4o-mini",
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+ messages=[
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+ {"role": "system", "content": "You are a helpful assistant expert in making newsletters."},
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+ {"role": "user", "content": prompt}
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+ ]
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+ )
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+ return response.choices[0].message.content.strip()
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+
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+ # Function to process URLs and generate newsletter
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+ def process_urls(url1, url2, url3, url4, url5, language):
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+ urls = [url for url in [url1, url2, url3, url4, url5] if url]
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+ if not urls:
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+ return "No URLs provided."
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+
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+ contents = []
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+ for url in urls:
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+ title, content = scrape_content(url)
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+ contents.append((title, content, url))
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+
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+ newsletter = create_newsletter(contents, language)
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+ return newsletter
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+
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+ # Gradio interface
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+ iface = gr.Interface(
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+ fn=process_urls,
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+ inputs=[
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+ gr.Textbox(label="URL 1"),
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+ gr.Textbox(label="URL 2"),
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+ gr.Textbox(label="URL 3"),
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+ gr.Textbox(label="URL 4"),
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+ gr.Textbox(label="URL 5"),
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+ gr.Dropdown(choices=list(LANGUAGES.keys()), label="Select Language", value="English")
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+ ],
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+ outputs="html",
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+ title="Multilingual AI Newsletter Generator",
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+ description="Enter up to 5 URLs to generate a newsletter in your preferred language. Copy and paste the output into your CMS tool for further editing."
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+ )
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+
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+ iface.launch()