ProPath AI

Your Unified Career, Resume, and Job Tracking "Robo-Manager"

Welcome to ProPath AI—a revolutionary approach to managing your career. We are moving past the era of single-use AI chatbots and entering the era of an automated Multi-Agent AI Executive Team.

💡 The Problem: "Context-Switching Burnout"

As developers and professionals, applying for jobs is exhausting. You likely juggle:

1. A massive, messy Excel spreadsheet to track applications.
2. Multiple Word documents for different versions of your resume.
3. Random sticky notes or to-do apps to remind you to follow up with recruiters.

This fragmentation leads to burnout and missed opportunities.

The Project: One Chat Interface, Four AI Agents

ProPath AI solves this fragmentation. Instead of filling out spreadsheet forms or opening documents, you simply chat naturally with the system. Behind the scenes, we built a highly advanced Manager AI that listens to you and instantly delegates your requests to four specialized AI workers:

1. The ProPath Manager (The Brain)

You only talk to the Manager. It analyzes what you want (e.g., "I applied to Google today!") and routes it to exactly the right sub-agent so you don't have to navigate menus.

2. Career Advisor Sub-Agent

Replacing your notebooks. Chat with this AI to define, refine, and securely log your long-term career aspirations.

3. Resume Builder Sub-Agent

Replacing Microsoft Word. Tell this agent about a recent project you built, and it will format it to recruitment standards and securely store it as a modular "Experience" section directly in the cloud.

4. Task Manager Sub-Agent

Replacing sticky notes. Ask the AI to remind you to "prep for a behavioral interview tomorrow," and it invisibly updates your cloud to-do list so you never forget.

5. Job Tracker Sub-Agent

Replacing Excel. Simply say "I got an interview at Acme Corp." The agent extracts the company name, status, and role, automatically updating your persistent job application database.

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💬 Real-World User Experience (UX)

You type one simple sentence:

"I just applied for an AI Developer role at Cloudflare, please add that to my jobs and remind me to email their recruiter tomorrow."

What happens instantly:

1. Manager AI catches the intent.
2. Job Tracker Agent wakes up and logs "Cloudflare - AI Developer - Applied" into the Datastore.
3. Task Manager Agent wakes up and adds "Email Cloudflare Recruiter" to your active Task List. (Zero data entry required from the user!)

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🏗️ Technical Implementation (The Backend Magic)

While the user only sees a simple chat interface, the backend is a highly scalable cloud architecture built during the Hackathon:

• Orchestration: google-adk and langchain securely manage the hand-offs between our Manager AI and the Sub-Agents using the Gemini 1.5 Flash model.
• Persistent Storage: google-cloud-datastore and google-cloud-bigquery are used to ensure that when an agent claims it saved a resume or a task, it actually wrote real, structured NoSQL data to Google Cloud.
• Safe Execution: Using mcp.server.fastmcp, the AI is strictly bound to secure Python functions, guaranteeing it cannot hallucinate database updates.
• Containerized REST API: Served over FastAPI and uvicorn, our Multi-Agent brain is completely decoupled and ready to scale horizontally on Google Cloud Run.

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☁️ Running the Project Locally

1. Clone & Install

git clone https://github.com/your-username/propath-ai.git
cd propath-ai
pip install -r requirements.txt

2. Launch the AI Server (Ensure GCP credentials and Gemini APIs are set in your .env)

uvicorn agent:app --host 0.0.0.0 --port 8080 --reload

3. Visualizing using Google ADK Inspector Once the server is running, the agent routing and thought process can be analyzed live through the ADK interface:

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📜 License

This project is licensed under the MIT License - see the LICENSE file for details.