hallatore/gpt-experiments

GPT-Experiments is a set of sample experiments to showcase different ways you can use GPT.

GPT-Experiments is a set of sample experiments to showcase different ways you can use GPT. The code is written in js/typescript.

Setup

Installation

npm install

Create an .env file with the following content

OPENAI_API_KEY=<API-KEY>
OPENAI_MODEL=gpt-3.5-turbo

You can get your api-key from https://platform.openai.com/account/api-keys

Running the experiments

Run npm start and select which experiment you want to run.

Experiments

Basic

Hello gpt

Sends Hello, I am a human. to gpt and prints the response to the console.

Chat without history

Takes user input from terminal and sends it to gpt. Prints the respons in the terminal.

Chat with history

Takes user input from terminal and sends it to gpt. Prints the respons in the terminal.

Translate

Takes user input from terminal and translates it to Swedish, French, and German.

Vector search

Takes user input from terminal and does a similarity search on a faq dataset and return top 3 results.

Vector search with GPT

Takes user input from terminal and does a similarity search on a faq dataset. Then it uses GPT to do a final filtering of the results.

Intermidiate

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Advanced

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How to contribute

1. Create a experiments folder with your code. See experiments/basic/hello-gpt for a starting point.
2. Add it to the list in index.ts
3. Add it to the list in this readme
4. Create a pull request on GitHub with your changes.

PS: https://platform.openai.com/playground is great for prototyping GPT logic!