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GPTBot

GPTBot is a Slack chatbot that uses GPT-4 to assist users with various questions.

Features

  • Extract URLs from user messages
  • Scrape webpage content from URLs
  • Integrate with OpenAI's GPT-4 to answer questions
  • Maintain conversation context in a threaded format
  • Socket mode integration with Slack

Installation

  1. Clone this repository:
git clone https://github.com/CarnegieLearningWeb/gpt-bot.git
cd gpt-bot
  1. Install the required packages:
pip install -r requirements.txt
  1. Create a .env file in the root directory of the project and add your Slack and OpenAI API keys:
SLACK_BOT_TOKEN=your_slack_bot_token
SLACK_APP_TOKEN=your_slack_app_token
OPENAI_API_KEY=your_openai_api_key

See below how to get those.

Configuring Permissions in Slack

Before you can run the GPTBot, you need to configure the appropriate permissions. Follow these steps to set up the necessary permissions:

  1. Create Slack App
  2. Go to your Slack API Dashboard and click on the app you created for this bot.
  3. In the left sidebar, click on "OAuth & Permissions".
  4. In the "Scopes" section, you will find two types of scopes: "Bot Token Scopes" and "User Token Scopes". Add the following scopes under "Bot Token Scopes":
    • app_mentions:read: Allows the bot to read mention events.
    • chat:write: Allows the bot to send messages.
    • channels:history: View messages and other content in public channels the bot has been added to.
    • groups:history: View messages and other content in private channels the bot has been added to.
    • mpim:history: View messages and other content in group direct messages the bot has been added to.
    • im:history: View messages and other content in direct messages the bot has been added to.
  5. Scroll up to the "OAuth Tokens for Your Workspace" and click "Install App To Workspace" button. This will generate the SLACK_BOT_TOKEN.
  6. In the left sidebar, click on "Socket Mode" and enable it. You'll be prompted to "Generate an app-level token to enable Socket Mode". Generate a token named SLACK_APP_TOKEN and add the connections:write scope.
  7. In the "Features affected" section of "Socket Mode" page, click "Event Subscriptions" and toggle "Enable Events" to "On". Add app_mention event with the app_mentions:read scope in the "Subscribe to bot events" section below the toggle.

Usage

  1. Start the bot:
python main.py
  1. Invite the bot to your desired Slack channel.
  2. Mention the bot in a message and ask a question (including any URLs). The bot will respond with an answer, taking into account any extracted content from URLs.

Based on

This code is based on Slack GPT Bot.