ResuMatch

Welcome to ResuMatch, your one-stop job matching tool! This is an agentic system designed to help in job searching. It uses only your resume which cuts out all the secret LinkedIn algorithms which think they can serve you the most fit jobs.

To use ResuMatch

Create venv environment and install requirements

Step 1) Create the virtual environment - from python3.10

python3.10 -m venv venv

Step 2) Activate the venv

source venv/bin/activate 

Step 3) Install all our requirements

pip install -r requirements.txt

OpenAI setup

OpenAI API KEY

In the base dir (where this README is located), create a file, .env and paste in

OPENAI_API_KEY=YOUR_API_KEY

This will make sure all the agents are able to work!

Running ResuMatch

You should be good to go after the above steps

Make sure you're in the ECE1786-ResuMatch directory and run the following

python main.py

This should print out

* Running on local URL:  http://127.0.0.1:7860
* Running on public URL: https://87420aa599faae7683.gradio.live

Which runs the Gradio UI in the browser at localhost, just click on the link to get job matching!

Agent Evaluation

Though not needed to run the main system, here's some helpful functionality we built into the software so we could test each agent in a quick and modular way.

These modules import out data from the /datasets/local_datasets folder and performs full evaluation on the respective datasets. With overall accuracy reporting and confusion matrix generation.

For evaluating the matching_agent

python -m  matching_agent.agent_evaluation

For evaluating the feature_extraction_agent

python -m feature_extraction_agent.evaluate_agent

For evaluating the resume_validation_agent

python -m resume_validation_agent.evaluate_agent