Introduction to the Summary GPT Bot Project
The Summary GPT Bot is an AI-driven Telegram bot designed to provide users with concise summaries of various types of content. Whether it’s a piece of text, a webpage, a PDF document, or a YouTube video, this bot efficiently distills the information into a digestible summary using advanced AI algorithms.
Key Features
The bot comes equipped with several versatile features:
- Text Summarization: Users can input any block of text, and the bot will generate a brief summary.
- URL Support: By providing a URL, users can receive a summarized version of the webpage's key content.
- PDF Summarization: The bot can process and summarize content from PDF files.
- YouTube Video Summarization: It summarizes the essential information from YouTube videos, although currently, it does not support YouTube Shorts.
How to Use the Bot
To launch this bot using OpenAI's GPT-4, users need to follow a set of simple steps. The bot is configured to allow access only to specified users, ensuring privacy and controlled usage among friends or colleagues.
The setup involves running a Docker container with specific environment variables:
- LLM_MODEL: Designates the language model to be used, such as GPT-4.
- OPENAI_API_KEY: The OpenAI API key necessary for accessing the summarization services.
- TELEGRAM_TOKEN: A token required for integrating with the Telegram platform.
- TS_LANG: The language used for summarization, defaulting to Taiwanese Mandarin.
- ALLOWED_USERS: A list of Telegram user IDs who are permitted to use the bot.
Using Azure OpenAI
Alternatively, users can deploy the bot using Azure's OpenAI services. The setup involves similar steps, adjusted for the Azure environment:
- AZURE_API_BASE: The base URL for accessing Azure's OpenAI API.
- AZURE_API_KEY: The necessary API key for Azure.
- AZURE_API_VERSION: Specifies the version of the Azure API being used.
Environment Variables Overview
There are several environment variables that users can configure for optimal bot functionality:
LLM Variables
- AZURE_API_BASE: API URL base for Azure's OpenAI services.
- AZURE_API_KEY: Necessary API key for Azure.
- AZURE_API_VERSION: Specifies the version of Azure API.
- OPENAI_API_KEY: Required key for OpenAI API access.
Bot Variables
- CHUNK_SIZE: Defines the maximum token size a chunk can have when dealing with extensive input (default is 10,000 tokens).
- LLM_MODEL: The AI model used for summarizing text; defaults to gpt-3.5-turbo-16k if not specified.
- TELEGRAM_TOKEN: Required for bot integration with Telegram.
- TS_LANG: The language preference for the text being summarized.
- DDG_REGION: Sets the region for DuckDuckGo search, aiding in context-relevant summaries.
- ALLOWED_USERS: List of Telegram user IDs who are allowed access to the bot.
Conclusion
The Summary GPT Bot is a robust tool that leverages artificial intelligence to provide quick and effective summaries of diverse types of content through a user-friendly interface on Telegram. Its integration with powerful AI models ensures that users receive high-quality summaries, enhancing productivity and understanding. Whether for personal use or collaborative environments, this bot offers a streamlined approach to managing and digesting information.