Update app.py
Browse files
app.py
CHANGED
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import gradio as gr
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import re
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import markdown # Import markdown library to convert
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#
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# Create the Gradio interface
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iface = gr.Interface(
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fn=
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inputs=
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outputs=
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title="
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description="
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# Launch the
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iface.launch(
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import gradio as gr
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import urllib.request
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from bs4 import BeautifulSoup
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from duckduckgo_search import DDGS
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import re
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import markdown # Import markdown library to convert Markdown to HTML
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# Function to fetch and parse HTML content using urllib
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def fetch_metadata(url):
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req = urllib.request.Request(url)
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req.add_header('User-Agent', 'Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:106.0) Gecko/20100101 Firefox/106.0')
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req.add_header('Accept', 'text/html,application/xhtml+xml,application/xml;q=0.9,image/avif,image/webp,*/*;q=0.8')
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req.add_header('Accept-Language', 'en-US,en;q=0.5')
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try:
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with urllib.request.urlopen(req) as response:
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html = response.read()
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soup = BeautifulSoup(html, 'html.parser')
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# Extracting title tag
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title_tag = soup.title.string if soup.title else 'No title available'
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# Extracting og:site_name meta tag
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site_name = soup.find('meta', property='og:site_name')
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site_name = site_name['content'] if site_name else 'Unknown Source'
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# Extracting og:title meta tag
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og_title = soup.find('meta', property='og:title')
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og_title = og_title['content'] if og_title else title_tag
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# Formatting the result
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markdown_text = f"[{og_title}]({url}) ({site_name})"
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return markdown_text
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except Exception as e:
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return duckduckgo_search_fallback(url)
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# Function to perform DuckDuckGo search as a fallback
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def duckduckgo_search_fallback(url):
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try:
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# Use the library to perform the search
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results = DDGS().text(url, max_results=1)
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if results:
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top_result = results[0]
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result_title = top_result.get('title', 'No title found')
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result_url = top_result.get('href', 'No URL found')
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result_source = "Unknown Source" # Default fallback
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# Attempt to infer the source from the URL
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if "reuters.com" in result_url:
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result_source = "Reuters"
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elif "guardian.com" in result_url:
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result_source = "The Guardian"
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elif "apnews.com" in result_url:
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result_source = "AP News"
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markdown_text = f"[{result_title}]({result_url}) ({result_source})"
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return markdown_text
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else:
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return f"No search results found for {url}"
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except Exception as e:
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return f"Failed to fetch data for {url}: {str(e)}"
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# Function to trim and format the output
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def trimming_chat_answer(text):
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pattern = r'\[.*?\]\(.*?\) \([^\)]+\)'
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match = re.search(pattern, text)
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return match.group(0) if match else "No match found"
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# Integrated function to process URLs and format the output
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def process_urls(urls):
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results = []
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for url in urls:
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# Try to fetch metadata directly from the URL
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raw_markdown = fetch_metadata(url)
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# If raw_markdown is a fallback message, try DuckDuckGo search
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if "Failed to fetch data" in raw_markdown or "No search results" in raw_markdown:
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raw_markdown = duckduckgo_search_fallback(url)
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# Use the DuckDuckGo chat to format the output, but fallback to raw_markdown if unsuccessful
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try:
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ddgschat = DDGS().chat(f"""Please rewrite the following markdown string so the news headline is capitalized as a sentence, only proper nouns or names should have capital initials. Also check the correct capitalization of the source name (the Guardian -> The Guardian).
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Then, please check if the source name (surrounded by round parenthesis) is repeated inside the headline (surrounded by square brackets); if it is repeated, please remove the source name mention from the headline keeping the URL and the source name in parentheses outside the headline.
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Please answer only with one line of the markdown output.
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Example input = [Montana Is a Frontier for Deep Carbon Storage, Mr. António Guterres from the United Nations Claims for Urgent Action - Inside Climate News](https://insideclimatenews.org/news/18072024/montana-deep-carbon-storage-controversies/) (Inside Climate News)
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Example output = [Montana is a frontier for deep carbon storage, Mr. António Guterres from the United Nations claims for urgent action](https://insideclimatenews.org/news/18072024/montana-deep-carbon-storage-controversies/) (Inside Climate News)
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Input:
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{raw_markdown}
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""", model='claude-3-haiku')
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except Exception as e:
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ddgschat = raw_markdown # If there's an error with the chat API, use raw_markdown
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# Trim the result using the chat output or fallback to raw_markdown
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clean_markdown = trimming_chat_answer(ddgschat)
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if clean_markdown == "No match found":
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clean_markdown = raw_markdown
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results.append(clean_markdown)
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return results
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# Gradio app function
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def gradio_interface(input_text):
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# Split the input text by line breaks to get URLs
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urls = input_text.strip().split('\n')
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# Process the URLs and get the results
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results = process_urls(urls)
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# Join the results with line breaks for display
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html_output = "<br>".join(results)
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return markdown.markdown(html_output)
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# Create the Gradio interface
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iface = gr.Interface(
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fn=gradio_interface,
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inputs="textarea",
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outputs="html",
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title="News headline and title scraper - Melty 2.0 🔭",
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description="""Enter URLs separated by line breaks to fetch metadata and format it into markdown.\n\n
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\t\t
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👀 Example input:\n
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\t\thttps://www.example1.com\n
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\t\thttps://www.example2.org\n\n
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🎯 Example output:\n
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\t\t[Headline 1](https://www.example1.com) (Source)\n
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\t\t[Headline 2](https://www.example2.org) (Source)"""
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)
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# Launch the Gradio app
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iface.launch()
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