Easy Webpage Summarizer With Python And Open-source LLMs

Easily grasp the essence of web content with Easy Webpage Summarizer. This Python script leverages open-source LLMs to summarize webpages, saving you time.

The Easy Webpage Summarizer allows you to analyze webpages and deliver concise summaries directly in the command-line interface.

Built on Python, LangChain, and the ChatOllama chatbot, it leverages open-source large language models like Llama 2 to swiftly extract the key points from any URL you provide.

How to use it:

1. Install Ollama and the required dependencies by running the following commands:

ollama run llama2
pip install -r requirements.txt

2. Run the Python script with the URL of the webpage you want to summarize. Here’s the code, just replace “/path/to/webpage” with the actual website address:

python summarizer.py -u "/path/to/webpage"

3. For a more user-friendly experience, especially if you’re not keen on command lines:

python webui.py

This utilizes the Gradio App to provide a convenient web-based experience for anyone to use.

FAQs:

Q: Is Easy Webpage Summarizer free to use?
A: Yes, it’s completely free and open-source, making it accessible for everyone.

Q: Can I use this tool without any technical background?
A: Absolutely. While it offers a command-line interface for tech-savvy users, the web interface makes it user-friendly for anyone.

Q: Does it work with any webpage?
A: Yes, it’s designed to summarize content from any webpage you provide, as long as it’s publicly accessible.

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