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a³ - Apply Assist AI

An agentic app to perfect your resume for your next job application, powered by Cloudflare Developer Platform and HuggingFace smolagents.

Visit the demo site, attach your resume & the job posting URL, and hit send! Apply Assist AI will serve you personalized feedback.

This project adapts the Chat Agent starter kit.

Features

  • 💬 REPL chat interface with AI
  • 🌓 Dark/Light theme support
  • 🎨 Modern, responsive UI

Use Cases

  1. You have just found a job posting for a developer role at a company you've been eyeing for a long time.

You know more or less what all companies look for in candidates, but you want to make your resume shine for this specific application. You are about to jump in and use your favourite LLM to assist you, but wait - was made for this task!

Apply Assist AI will look through the job posting, as well as the rest of the internet, to find all of the relevant information and then review the contents of your resume against that information to help you tailor it to the needs of your app.

  1. You have found several job postings at different companies and want to know where you'll fit in best.

Apply Assist AI has you covered. It checks the technologies listed in the job posting to see which bases you cover and which ones you don't, and applies knowledge it gathers specific to that company to tell you whether you'll be the right fit.

Project Structure

├── PROMPTS.md         # Obligatory job application prompt disclosure
├── src/
│   ├── app.tsx        # Chat UI implementation
│   └── styles.css     # UI styling

Full app sequence diagram:

diagram

License

MIT

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Agentic app for resume feedback and tailoring.

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