metadata

title: Career Compass AI
emoji: 🧭
colorFrom: blue
colorTo: indigo
sdk: gradio
sdk_version: 5.33.0
app_file: app.py
pinned: false
license: mit
tags:
  - agent-demo-track

Career Compass AI 🧭

An AI-powered career assistant that combines intelligent job searching, resume matching, and cover letter generation using an agent-based architecture.

Demo Link 📹

[https://youtu.be/7jiuIUsO28k]

🌟 Key Features

1. 🔍 Smart Job Search

AI-enhanced job discovery using LangChain agents
SerpAPI integration for comprehensive job data
Intelligent filtering for location and remote work
Salary information parsing when available
Experience level filtering
Support for multiple locations including US, Canada, UK, and more
Fast and Advanced search modes

2. 📊 Resume Analysis & Matching

PDF resume parsing and analysis
AI-powered job description matching
Detailed skills gap analysis
Match score calculation
Confidence metrics
Improvement suggestions

3. ✍️ Cover Letter Generation

Context-aware content generation
Personalized based on resume and job
Professional formatting
Customizable output

🤖 Agent Architecture

Job Search Agent

Uses LangChain for orchestration
Custom MRKL output parser
Intelligent retry mechanisms
Contextual job filtering

Resume Analysis Agent

Resume parsing capabilities
Skills extraction
Match calculation
Improvement suggestions

🎨 Custom UI Components

Modern, responsive design
Dark mode support
Interactive job listings table
Analysis dashboards
Status indicators
Export functionality (CSV/JSON)

🔑 Required API Keys

SerpAPI Key (Required for all searches)
- Get from SerpAPI
- Used for job searching
Nebius API Key (Required for Advanced Search)
- Get from Nebius
- Powers AI-enhanced features

📝 How to Use

Configure API Keys
Choose search method:
- Advanced Search (AI-Enhanced, 30-60s)
- Basic Search (Fast, 10-30s)
Enter job search criteria:
- Job title/keywords
- Location
- Experience level
- Remote work preference
View results and export if needed
For resume matching:
- Upload PDF resume
- Paste job description
- Get detailed analysis
- Generate custom cover letter

🔒 Security

API keys stored in memory only
No permanent data storage
Secure data handling
Session-based isolation

📊 Session Information

Current Time: 2025-06-10 18:47:07 UTC
Current User: mananshah296
Version: 2.0.0
Last Updated: 2025-06-10

🏗️ High-Level Architecture Diagram

📜 License

MIT License

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.