helloworld-openai-embeddings

The goal of this project is to create a question answering demo using OpenAI embeddings and a sample text.

For more information, please read the project roadmap and the solution proposal.

Requirements

• Unix (Ubuntu, WSL 2, etc.)
• Python > 3
• Pip >= 22
• Venv > 3

You should already have these dependencies installed.

Install

Install the python dependencies:

bash manage.sh install

Prepare

Generate synthetic questions and embeddings:

bash manage.sh prepare "io/data/sample.txt"

Note: You must pass the path to a text file as the first argument.

Train

Train a model to answer questions:

bash manage.sh train

Ask

Ask a question through the command line:

bash manage.sh ask "What is the name of the main character?"

Note: Please use double quotes to pass the question.

Demo webserver

Start a demo webserver:

bash manage.sh serve