Google Hackathon 2025

A perfect resume for a given job profile using Google ADK

Watch the video demo on YouTube

Setup

python -m venv .venv
# Windows
.venv\Scripts\Activate.ps1
# Linux
source .venv/bin/activate

pip install -r requirements.txt

mv .env.example .env
# Add your variables values

Run

# Web chat app
streamlit run streamlit_app.py

# Dev UI
adk web

# Terminal
adk run

# API server
adk api_server

Test it

• Upload files (CVs) from eval/data folder (except New Job Profile.pdf file)
• Click on Index Uploaded CVs button
• Wait for a couple seconds, until the chat input is enabled
• Ask questions like:
  • Which is the best candidate for this new job profile? (and copy&paste the content from New Job Profile.pdf file)
  • Who has more work experience?
  • Etc

Build & Deploy

gcloud builds submit --tag us-east1-docker.pkg.dev/project-1-test-ai/hackathon/cvs-agents

gcloud run deploy cvs-agents --image us-east1-docker.pkg.dev/project-1-test-ai/hackathon/cvs-agents --platform managed --region us-central1 --allow-unauthenticated

References

• https://google.github.io/adk-docs/
• https://github.com/GoogleCloudPlatform/vertex-ai-creative-studio/blob/main/experiments/mcp-genmedia/sample-agents/adk/README.md
• https://github.com/adhikasp/mcp-linkedin/tree/master
• https://github.com/alinaqi/mcp-linkedin-server