AI Knowledge Worker Resume using RAG

RAG: Because your resume shouldn’t just be “good,” it should be “Retrieval-Augmented Great.” 😎

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What Is This?

A Jupyter Notebook–powered toolkit that uses Retrieval-Augmented Generation (RAG) to help you craft a knockout resume. Feed it your raw career data (LinkedIn exports, old CVs, brag-worthy project notes), and let an AI do the heavy lifting—so you can spend your time practicing interview answers (or napping).

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Features

• Semantic Bullet Wizardry: AI-powered rewriting of your career highlights so they sing (literally, if you ask nicely).
• Contextual Knowledge Fetch: Instantly pulls in role-specific buzzwords and metrics (because “improved performance” is good—but “boosted query throughput by 37%” is eyebrow-raising).
• Customizable Prompts: Tweak the system prompts to match your personal style (from “Suits & Ties” to “Casual Friday”).
• Export-Ready Output: Copy-and-paste markdown or PDF snippets directly into your favorite resume template.

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Requirements

• Python 3.8+
• Jupyter Notebook
• An OpenAI API key (set as OPENAI_API_KEY in your environment)
• Install dependencies:

  pip install -r requirements.txt
  
  

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Quick Start

1. Clone this repo

   git clone https://github.com/Rishi-Kora/AI-Knowledge-Worker-Resume-using-RAG.git
   cd AI-Knowledge-Worker-Resume-using-RAG

2. Install packages

   pip install -r requirements.txt

3. Set your OpenAI key

   export OPENAI_API_KEY="sk-your-key-here"

4. Populate your data folder

   • Drop in your LinkedIn .csv export, old résumé .docx, or a simple .txt of bullet points.

5. Run the Notebook

   jupyter notebook "AI Knowledge Worker_resume.ipynb"

   Follow the cells, and let the RAG magic begin!

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How to Contribute

1. Fork it (🍴).
2. Create your feature branch (git checkout -b feature/resume-pun).
3. Commit your changes (git commit -m 'Add witty pun about cover letters').
4. Push to the branch (git push origin feature/resume-pun).
5. Open a Pull Request—and bask in the glow of open source fame.

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Contact

Rishi Kora – korarishi@gmail.com Project Link: https://github.com/Rishi-Kora/AI-Knowledge-Worker-Resume-using-RAG

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“I told my AI to write my resume, and now the AI has a better job offer than I do.” 🤖🎉

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License

This project is licensed under the MIT License. See the LICENSE file for details.

Feel free to tweak any of the jokes, formatting, or sections to suit your style—after all, it’s your AI-powered résumé assistant!