ChatGPT for Slack Bot
This is a simple Slackbot that uses the acheong08/ChatGPT revChatGPT
package to respond to messages in Slack. It is designed to be used with the Slack Events API, and it listens for app_mention
events, which are triggered when a user mentions the bot in a Slack channel.
When the bot receives a app_mention
event, it extracts the user's message from the event payload, sends it to the revChatGPT
package to generate a response, and then sends the response back to the user via Slack.
The revChatGPT
package is used to handle authentication and communication with the GPT-3 API, and it is also used to refresh the session with the GPT-3 API on a regular basis. This is done in a separate thread to prevent the session from expiring while the bot is handling requests.
Usage
To use the bot, you will need to install the dependencies and set the CHATGPT_EMAIL
and CHATGPT_PASSWORD
environment variables with your OpenAI credentials. You also need to set SLACK_SIGNING_SECRET
and SLACK_BOT_TOKEN
environment variables after creating the Slack App. You can then run the app.py
script to start the bot.
pip install -r requirements.txt
export SLACK_SIGNING_SECRET=slack_signing_secret
export SLACK_BOT_TOKEN=slack_bot_token
export CHATGPT_EMAIL=your_openai_email
export CHATGPT_PASSWORD=your_openai_password
python app.py
Alternatively, you can use the containerized version by setting the environment variables in the variables.env
file and then run
docker-compose up -d
Once the bot is running, you can mention it in a Slack channel to send it a message. For example, you can type @my-bot hello
to send the message "hello" to the bot. The bot will respond with a generated message based on the GPT-3 model.
ChatGPT Configuration
The ChatGPTConfig
dictionary at the top of the app.py
script contains the configuration for the revChatGPT
package. It specifies the email and password for the OpenAI account that the bot will use to authenticate with the GPT-3 API. These values are read from the CHATGPT_EMAIL
and CHATGPT_PASSWORD
environment variables.
The conversation_id
parameter in the Chatbot
constructor is used to specify the ID of the conversation that the bot should use. If this parameter is not provided, the revChatGPT
package will generate a new conversation ID for each message that the bot receives.
Slack Configuration
By default, app.py
is exposing port 4000 for Slack events. You may change the port number in the end of the script.
To configure the Slack App, follow these example instructions from the official SlackApi GitHub account.
For this bot, the required Scopes in OAuth & Permissions
are:
- app_mentions:read
- chat:write
- im:write
In the Event Subscriptions
, you need to subscribe to the app_mention
event.
Limitations
The bot uses a pre-trained GPT-3 model, which means that its responses are limited to the information that is contained in the model. It may not be able to respond accurately to messages that are outside of the scope of the pre-trained model.
Additionally, the bot is only designed to handle app_mention
events, so it will not respond to other types of messages. This can be easily extended by adding more event handlers to the app.py
script.
Notes
The tls-client
python library that is used by the revChatGPT
package does not currently support ARM architectures. As a result, the bot may not be able to run on devices with ARM processors. This limitation will be addressed in a future update.
Disclaimer
This is a personal project and is not affiliated with OpenAI or Slack in any way.
License
This project is released under the terms of the GPL 2.0 license. For more information, see the LICENSE file included in the repository.