ritvikshrivastava / visa-assessment

Assessment of Visa Eligibility

An AI system (using OpenAI's GPT-4o) to retrieve information from a resume/cv file and assess whether the candidate qualifies for an O1A visa or not.

Detailed description in docs.md

Installation of the module and all requirements

poetry install

Setting Environment Variables for calling GPT-4o

via OpenAI

export OPENAI_API_KEY=<>

via Azure OpenAI

export AZURE_OPENAI_API_KEY=<>
export AZURE_OPENAI_ENDPOINT=<>

You can also explicitly set them in visa_assessment/judge.py

Starting the FastAPI server

poetry run uvicorn api:app --reload

Making Requests against the server

curl -X POST "http://localhost:8000/assess_visa" \
-H "Content-Type: multipart/form-data" \
-F "cv=@test_cv.txt" | jq .

if using Azure

curl -X POST "http://localhost:8000/assess_visa?azure=True" \
-H "Content-Type: multipart/form-data" \
-F "cv=@test_cv.txt" | jq .