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Slack GPT Bot

This repository contains a Python-based Slack GPT Bot that uses OpenAI's GPT model to answer users' questions. Additionally, the bot can extract content from URLs provided in the user's message and take into account their content in its response.

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

Dependencies

  • Python 3.6 or later
  • beautifulsoup4
  • slack-bolt
  • slack-sdk
  • openai
  • requests

See requirements.txt.

Installation

  1. Clone this repository:
git clone https://github.com/alex000kim/slack-gpt-bot.git
cd slack-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 Slack GPT Bot, you need to configure the appropriate permissions for your Slack bot. 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.
  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 slack_gpt_bot.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.

Example

Note: The cutoff date of GPT-4 knowledge is Sep 2021, bit scikit-learn v1.2 was released in Dec 2022 example