Node - OpenAI Train Model

This project has been template and mvc structure for crud operations.

Here is the working example

https://replit.com/@dhavalsoni9989/openaitrainmodel?v=1

Using NPM

• Run npm i to install the project dependencies

Manual Installation

If you would still prefer to do the installation manually, follow these steps:

Clone the repo:

git clone --depth 1 https://github.com/dhavalsoni9989/openai_train_model.git
cd openai_train_model
npx rimraf ./.git

Install the dependencies:

npm install

Set the environment variables:

cp .env.example .env

# open .env and modify the environment variables (if needed)

Available scripts

Running locally:

# Start Project

npm start

Linting:

# run ESLint
npm lint

# fix ESLint errors
npm lint:fix

# run prettier
npm prettier

# fix prettier errors
npm prettier:fix

Environment Variables

The environment variables can be found and modified in the .env file. They come with these default values:

# Port number
PORT=3000

# OpenAI API key
OPENAI_API_KEY=sk-XXXXX

API Endpoints

List of available routes:

Auth routes:
GET /list-files - List Uploaded Files
GET /list-fine-tunes - List Fine Tunes
GET /fine-tune/:id - Get Particular Fine Tune with id
POST /train-model - Train OpenAI Model
POST /completion - OpenAI Completion code

Sample Code for OpenAI Completion

try {
    const completion = await openai.createCompletion({
        model: 'text-davinci-003',
        prompt: 'Hello world',
        temperature: 0.7,
        max_tokens: 256,
        top_p: 1,
        frequency_penalty: 0,
        presence_penalty: 0,
    });
    console.log(completion.data.choices[0].text);
} catch (error) {
    if (error.response) {
        console.log(error.response.status);
        console.log(error.response.data);
    } else {
        console.log(error.message);
    }
}

Linting

Linting is done using ESLint and Prettier.

In this app, ESLint is configured to follow the Airbnb JavaScript style guide with some modifications. It also extends eslint-config-prettier to turn off all rules that are unnecessary or might conflict with Prettier.

To modify the ESLint configuration, update the .eslintrc.json file. To modify the Prettier configuration, update the .prettierrc file.

To prevent a certain file or directory from being linted, add it to .eslintignore and .prettierignore.

To maintain a consistent coding style across different IDEs, the project contains .editorconfig

Contributing

Contributions are more than welcome! Please check out the contributing guide.

License

MIT