explorecareers  by Nutlope

AI-powered career exploration app

created 1 year ago
331 stars

Top 83.8% on sourcepulse

GitHubView on GitHub
Project Summary

This project provides an AI-powered web application to help users discover relevant careers based on their interests and skills, leveraging their uploaded resumes. It targets individuals seeking career guidance and offers a quick way to explore potential professional paths.

How It Works

The application utilizes a Next.js framework and integrates with Together.ai for LLM inference, specifically using Llama-3-70B. Users upload resumes (stored on S3/ByteScale) and input interests. These inputs are processed by the LLM to generate a list of suitable career suggestions. Reactflow is used for data visualization, and Helicone provides LLM observability.

Quick Start & Requirements

  • Install: npm install
  • Run: npm run dev
  • Prerequisites: Node.js, Together.ai API key, Vercel account (for hosting).
  • Demo: wanderer.space (inspiration)

Highlighted Details

  • Leverages Llama-3-70B for career generation.
  • Integrates Together.ai for API inference.
  • Uses Reactflow for data visualization.
  • Built with Next.js App Router and Tailwind CSS.

Maintenance & Community

The project is maintained by Nutlope. Future tasks include PII removal, authentication with Clerk, prompt improvements, and integration with Crew AI agents.

Licensing & Compatibility

The repository does not explicitly state a license in the provided README.

Limitations & Caveats

The application is in an early stage, with several planned features for future development, including authentication, improved PDF parsing, and more robust AI agent workflows. The README mentions a potential 15-20 second generation time without a loading state.

Health Check
Last commit

6 months ago

Responsiveness

Inactive

Pull Requests (30d)
0
Issues (30d)
0
Star History
20 stars in the last 90 days

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