CareerPilot — Your Agentic Career Co-pilot

CareerPilot is an end-to-end AI platform that solves the fragmented job search experience. It isn't just a chatbot; it is a grounded agent that knows your real-world experience and actively works to find your best fit.

🚀 The Four Pillars

1. Job Hunter Agent: Uses the Remotive API to hunt live roles and computes a programmatic Fit Score against the user's CV.
2. Profile Intelligence (RAG Core): Uses Fireworks AI (Nomic) to index resumes into a Supabase pgvector store.
3. Personal AI Assistant: A conversational agent powered by Gemini with full session memory for drafting cover letters and roadmap planning.
4. Productivity Tracker: A Kanban-style board to track applications from 'Applied' to 'Offer'.

🛠️ Tech Stack

• Frontend: Next.js 14, Tailwind CSS, Lucide Icons
• Backend: Python (FastAPI)
• Database: Supabase (PostgreSQL + pgvector)
• AI Models: Gemini 3 Flash, Mistral Small, Fireworks AI (nomic-embed-text)

📦 Installation & Setup

1. Clone the repo
2. Backend Setup:
   • cd backend
   • python -m venv venv
   • source venv/bin/activate (or venv\Scripts\activate on Windows)
   • pip install -r requirements.txt
   • Add your API keys to a .env file.
   • uvicorn main:app --reload
3. Frontend Setup:
   • cd frontend
   • npm install
   • npm run dev

🎯 Required Full Flow (Demo)

1. CV Upload: PDF ingestion -> Chunking -> Vector Storage.
2. Job Search: Live API search -> Structured extraction -> Fit Scoring.
3. AI Reasoning: Explaining 'Why' the user matches based on CV context.
4. Assistant Query: Generating a personalized cover letter.
5. Tracker Update: Moving jobs through the Kanban stages.