GPT AI Assistant

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About

GPT AI Assistant is a lightweight and extensible application that is implemented using the OpenAI API and LINE Messaging API.

Through the installation process, you can start to chat with your own AI assistant using the LINE mobile app.

Demo

Installation

Log in to the OpenAI website.
- Generate an OpenAI API key.
Log in to the LINE website.
- Add a provider (e.g. "My Provider").
- Create a channel (e.g. "My AI Assistant") of type Messaging API.
- Click the "Messaging API" tab and generate a channel access token.
Log in to the GitHub website.
- Go to the gpt-ai-assistant project.
- Click the "Star" button to support this project and the developer.
- Click the "Fork" button to copy the source code to your own repository.
Log in to the Vercel website.
- Click the "Create a New Project" button to create a new project.
- Click the "Import" button to import the gpt-ai-assistant project.
- Click the "Environment Variables" tab and add the following environment variables with their corresponding values:
  - OPENAI_API_KEY with the OpenAI API key.
  - LINE_CHANNEL_ACCESS_TOKEN with the LINE channel access token.
  - LINE_CHANNEL_SECRET with the LINE channel secret.
  - APP_LANG with en.
- Click the "Deploy" button and wait for the deployment to complete.
- Go to the dashboard, click the "Domains" button and copy the application URL, e.g. "https://gpt-ai-assistant.vercel.app/".
Go back to the LINE website.
- Go to the page of "My AI Assistant", click the "Messaging API" tab, set the "Webhook URL", e.g. "https://gpt-ai-assistant.vercel.app/webhook" and click the "Update" button.
- Click the "Verify" button to verify the webhook call is successful.
- Enable the "Use webhook" feature.
- Disable the "Auto-reply messages" feature.
- Disable the "Greeting messages" feature.
- Scan the QR code using the LINE mobile app to add as a friend.
Start chatting with your own AI assistant!

Upgrade

On your own gpt-ai-assistant project page, you can click on the "Sync fork" menu and then click on either the "Update branch" or "Discard commit" button to synchronize the latest code to your repository.

When the Vercel bot detects a change in the code, it will automatically redeploy.

Commands

Send commands using the LINE mobile app to perform specific functions.

Name	Description
`Command`, `/command`	Show the application commands.
`Version`, `/version`	Show the application version.
`Chat`, `AI`, `/ai`	Start a conversation with AI Assistant.
`Continue`, `/continue`	Ask AI Assistant to continue the conversation.
`Draw`, `/draw`	Ask AI Assistant to draw a picture.
`Activate`, `/activate`	Activate auto-reply. The `VERCEL_ACCESS_TOKEN` environment variable is required.
`Deactivate`, `/deactivate`	Deactivate auto-reply. The `VERCEL_ACCESS_TOKEN` environment variable is required.
`Restart`, `/restart`	Deploy the application. The `VERCEL_DEPLOY_HOOK_URL` environment variable is required.

Environment Variables

Set environment variables to change program settings.

Name	Default Value	Description
`APP_DEBUG`	`false`	Print prompt to console. The value must be `true` of `false`.
`APP_WEBHOOK_PATH`	`/webhook`	Custom webhook URL path of application
`APP_LANG`	`zh`	Application language. The value must be one of `zh`, `en` or `ja`.
`VERCEL_ACCESS_TOKEN`	`null`	Vercel access token
`VERCEL_DEPLOY_HOOK_URL`	`null`	Vercel deploy hook URL
`OPENAI_API_KEY`	`null`	OpenAI API key
`OPENAI_COMPLETION_MODEL`	`text-davinci-003`	Refer to model parameter for details.
`OPENAI_COMPLETION_TEMPERATURE`	`0.9`	Refer to temperature parameter for details.
`OPENAI_COMPLETION_MAX_TOKENS`	`160`	Refer to max_tokens parameter for details.
`OPENAI_COMPLETION_FREQUENCY_PENALTY`	`0`	Refer to frequency_penalty parameter for details.
`OPENAI_COMPLETION_PRESENCE_PENALTY`	`0.6`	Refer to presence_penalty parameter for details.
`OPENAI_IMAGE_GENERATION_SIZE`	`256x256`	Refer to size parameter for details.
`LINE_CHANNEL_ACCESS_TOKEN`	`null`	LINE channel access token
`LINE_CHANNEL_SECRET`	`null`	LINE channel secret

Click the "Redeploy" button to redeploy if there are any changes.

Debug

Check if the environment variables of the project are filled out correctly in the Vercel.
Click the "Redeploy" button to redeploy if there are any changes.
If there is still a problem, please go to Issues page, describe your problem and attach a screenshot.

Development

Clone the project.

git clone git@github.com:memochou1993/gpt-ai-assistant.git

Go to the project directory.

cd gpt-ai-assistant

Install dependencies.

npm ci

Tests

Copy .env.example to .env.test.

cp .env.example .env.test

Run the tests.

npm run test

Check the results.

> gpt-ai-assistant@0.0.0 test
> jest

  console.info
    === 000000 ===
    
    AI: 嗨！我可以怎麼幫助你？
    Human: 嗨？
    AI: OK!

Test Suites: 1 passed, 1 total
Tests:       1 passed, 1 total
Snapshots:   0 total
Time:        1 s

Using Proxy Server

Copy .env.example to .env.

cp .env.example .env

Set the environment variables as follows:

APP_DEBUG=true
APP_PORT=3000

VERCEL_GIT_REPO_SLUG=gpt-ai-assistant
VERCEL_ACCESS_TOKEN=<your_vercel_access_token>
VERCEL_DEPLOY_HOOK_URL=<your_vercel_deploy_hook_url>

OPENAI_API_KEY=<your_openai_api_key>

LINE_CHANNEL_ACCESS_TOKEN=<your_line_channel_access_token>
LINE_CHANNEL_SECRET=<your_line_channel_secret>

Start a local server.

npm run dev

Start a proxy server.

ngrok http 3000

Go back to the LINE website, modify the "Webhook URL" to e.g. "https://0000-0000-0000.jp.ngrok.io/webhook" and click the "Update" button.

Send a message from the LINE mobile app.