GPT-3 Examples and Tools

This repository contains examples and tools related to working with GPT-3, a state-of-the-art language model developed by OpenAI. The aim of this repository is to provide a collection of code snippets and utilities that can be used to experiment with GPT-3, build applications using GPT-3, or conduct research related to GPT-3.

Contents

The repository is organized into several directories:

1. examples/: This directory contains examples of using GPT-3 for various natural language processing tasks.

GPT-3 Streamlit Example

This file demonstrates how to build a Streamlit app that uses GPT-3 to generate text. The file provides both streaming and non-streaming options for generating text, and allows the user to select option.

Usage

Run streamlit run stream_run.py

Once the app is running, you can use it to generate text in the following ways:

• Enter a prompt manually: Simply enter a prompt in the text box provided and click the "Submit" button to generate text based on that prompt.
• Switch between streaming and non-streaming modes: Use the checkbox to switch between Streaming and Non-streaming modes. In streaming mode, the app generates text one sentence at a time, allowing the user to see the output as it is generated.

2. demos/: This directory contains interactive demos of GPT-3, such as how to use GPT-3 on your system.
3. experiments/: This directory contains experimental code and scripts that can be used to test and evaluate different configurations of GPT-3, or to compare the performance of GPT-3 to other language models.

Requirements

To run the code in this repository, you will need the following:

• A GPT-3 API key from OpenAI. Instructions for obtaining a key can be found on the OpenAI website.
• Python 3.x with the openai package installed. Instructions for installing the openai package can be found on the OpenAI GitHub page.

Getting Started

To get started with this repository, follow these steps:

• Clone the repository to your local machine.
• Install the required dependencies using pip install -r requirements.txt.
• Set your GPT-3 API key as an environment variable named OPENAI_API_KEY.
• Navigate to one of the subdirectories (e.g., examples/)

Contributing

If you would like to contribute to this repository, please follow these guidelines:

• Fork the repository and create a new branch for your changes.
• Make your changes and test them locally.
• Submit a pull request describing your changes and the problem they solve.