The ChatGPT Slack Bot integrates advanced GPT models into Slack, offering functionalities like web browsing, YouTube video data extraction, and search capabilities with Google and Bing. This integration enhances user interaction within Slack workspaces by enabling more dynamic and intelligent responses.
- LLM Generation: Generating responses to user messages using large language models.
- Voice Input: Transcribing Slack audio clips and generating responses based on the transcriptions.
- Plugin System: Easily extend the bot's functionality with plugins.
- Python 3.11
- Docker (optional for containerized deployment)
- Just (optional task runner)
- A Slack App configured in your workspace
- Plugins outlined below
- Clone the repository:
git clone https://github.com/gaoyifan/chatgpt-slack-bot.git - Install dependencies with
pip install -r requirements.txt. - Configure your
.envfile based on theenv.exampletemplate. - To run the application, execute
just run.
Deploy using Docker with the following command:
docker run -d --env-file=.env ghcr.io/gaoyifan/chatgpt-slack-bot:master| Plugin | Description | Configurations and References |
|---|---|---|
| Browsing | Enables access and information extraction from webpages, PDFs, and GitHub repositories | Browse API Serverless |
| Search | Conducts searches through Google and Bing | Google Custom Search API, Bing Search API |
| YouTube | Extracts video titles, channel information, descriptions, and subtitles from YouTube videos |
| Environment Variable | Description | Default Value |
|---|---|---|
SLACK_BOT_TOKEN |
OAuth Access Token for your Slack bot, starting with xoxb-. |
Required |
SLACK_APP_TOKEN |
App-level token for your Slack bot, starting with xapp-. |
Required |
OPENAI_API_KEY |
API key for accessing OpenAI services. | Required |
OPENAI_MODEL |
Identifier for the OpenAI model to use. | gpt-4-1106-preview |
LOG_LEVEL |
Logging level for application output. | INFO |
DB_PATH |
Path to the SQLite database file. | db.sqlite |
BROWSER_TEXT_API_URL |
API URL for browsing text functionality. | Required |
GITHUB_API_URL |
API URL for extracting metadata from GitHub repositories. | Required |
PDF_API_URL |
API URL for extracting text from PDF files. | Required |
GOOGLE_SEARCH_KEY |
API key for Google Custom Search services. | Required |
GOOGLE_SEARCH_CX |
Custom Search Engine ID for Google Custom Search. | Required |
BING_SEARCH_V7_SUBSCRIPTION_KEY |
Subscription key for Bing Search V7. | Required |
BING_SEARCH_V7_ENDPOINT |
Endpoint URL for Bing Search V7 API. | Required |
- Develop an asynchronous wrapper for yt-dlp.
- Implement a code interpreter.
We warmly welcome contributions. If you have improvements or fixes, please feel free to submit pull requests.
Special thanks to these projects and contributors for their significant impact on the development of our ChatGPT Slack Bot:
-
chatgpt-telegram-bot by zzh1996: This project was key in shaping our bot's architecture and functionality, offering valuable insights into chatbot integration in messaging platforms.
-
browse-api-serverless by SmartHypercube: Provided an efficient, scalable solution for web browsing functionalities, a core feature of our bot.
-
autogen: Our gratitude to the Autogen library for simplifying the generation and handling of tool calls, thereby significantly reducing development complexity and time.