Job Finder AI Agent

A multi-agent AI tool that automates your entire job hunt from resume to curated listings. It’s fully agent-run (no manual searching). Just upload your resume and get personalized job opportunities. Open-source and fully customizable.

🔍 Overview

This intelligent job finder agent uses a 4-step multi-agent pipeline built with Google’s Agent Development Kit (ADK) to analyze your resume, generate targeted search queries and return high-relevance job opportunities from platforms like Y Combinator and Wellfound (AngelList).

Watch the full explainer video on YouTube for a step-by-step walkthrough.

⚙️ Pipeline Architecture

The system runs a 4-agent sequential pipeline:

1. MistralOCRAgent – Extracts clean text from uploaded PDF resumes using Mistral OCR.

2. QueryPrepAgent – Generates targeted search queries based on your skills, past roles, and experience level.

3. LinkupSearchAgent – Uses the Linkup API to search real-time jobs from Y Combinator, Wellfound, and other startup job boards.

4. JobFilterAgent – Filters, formats, and prioritizes job listings based on relevance and match likelihood.

🧪 Tech Stack & Tools

• Google ADK – Agent orchestration

• Mistral OCR – Resume parsing

• Qwen3-14B via Nebius AI Studio – LLM-based query generation

• Linkup API – Real-time job search

🔑 Required API Keys

To run the pipeline locally, set these environment variables:

• NEBIUS_API_KEY

• NEBIUS_API_BASE

• MISTRAL_API_KEY

• LINKUP_API_KEY

🚀 How to Use

1. Upload your resume (PDF).

2. Call the run_ai_analysis() function.

3. Get curated, ready-to-apply job links tailored to your profile.

Source code available on GitHub