Company Brochure Generator

• This project generates a company's brochure from its website.
• You don't have to link multiple links, just give the root website link
• For example: https://www.microsoft.com
• And it'll generate a brochure for you.

Setup and run

1. clone the repo / download the code
2. create a virtual env: python -m venv venv
3. activate virtual env: source venv/bin/activate
4. install packages: pip install -r requirements.txt
5. create .env file and give your Open AI API key as: OPENAI_API_KEY=sk...
6. execute: python create_brochure.py
   • Gradio will create a UI server (generally at: port 7860 on your local machine)
   • open: http://127.0.0.1:7860/ and give your website link and click 'Generate Brochure'
   • You'll see the brochure contents on the UI
   • And the markdown format of the brochure in your project's root folder
   • multiple runs of the program will over-write the same file named 'brochure.md'

Tech:

• Python: Web Scraping, interacting with LLMs
• Generative AI: Prompt Engineering, LLM
• Vibe coding: for UI creation using Gradio

LLM Models used

• OpenAI: gpt-4o-mini

UI

• gradio

Architecture

TODO: Optimization

• Don't summarize each page separately.
• Rather, combine the contents of each page and send that to LLM to summarize
• Improvement by this: N number of LLM calls to be reduced, whereas N = number of relevant links.