I made this prototype using Azure deployments as my company is an Azure customer.
I created a backend file called hr_agent_backend_local.py
for those that does not want to use Azure.
This is does not use any Azure components - the API is from platform.openai.com, the csv file is stored locally(i.e. on your own computer)
- Install python 3.10. Windows, Mac
- Clone the repo to a local directory.
- Navigate to the local directory and run this command in your terminal to install all prerequisite modules -
pip install -r requirements.txt
- Input your own API keys in the
hr_agent_backend_local.py
file (orhr_agent_backend_azure.py
if you want to use the azure version; just uncomment it in the frontend.py file) - Run
streamlit run hr_agent_frontent.py
in your terminal
- Create a Pinecone account in pinecone.io - there is a free tier. Take note of the Pinecone API and environment values.
- Run the notebook 'store_embeddings_in_pinecone.ipynb'. Replace the Pinecone and OpenAI API keys (for the embedding model) with your own.