Bull Vision Agent
by Cognitive-Stack
Bull Vision Agent is a FastAPI application that integrates with Telegram and OpenAI Agents SDK for AI-powered stock trading assistance. It utilizes MCPHub for multiple MCP server management.
Last updated: N/A
What is Bull Vision Agent?
Bull Vision Agent is an AI-powered stock trading assistant accessible through a Telegram bot. It leverages the OpenAI Agents SDK and MCPHub to provide real-time stock analysis, market news, and trading strategy insights.
How to use Bull Vision Agent?
To use the Bull Vision Agent, first clone the repository and install the dependencies using poetry install. Configure the .env file with your Telegram bot token, OpenAI API key, MongoDB connection string, and other required values. Start the application using make run. Set up the Telegram webhook to receive updates. Interact with the bot through Telegram using commands like /start and /help, and example queries to analyze stocks, get market news, and explore trading strategies.
Key features of Bull Vision Agent
Telegram bot integration with webhook support
AI-powered stock analysis using OpenAI Agents SDK
Multiple MCP server integration via MCPHub
Real-time stock data analysis
Market news integration
Conversation history tracking
Trading context management
MongoDB integration for data persistence
Use cases of Bull Vision Agent
Stock analysis (e.g., "Analyze AAPL")
Market news (e.g., "What's the latest news about Tesla?")
Trading strategies (e.g., "What's your view on the current market?")
Volume analysis (e.g., "Check volume patterns for MSFT")
Personalized trading assistance
FAQ from Bull Vision Agent
How do I set up the Telegram bot?
How do I set up the Telegram bot?
Obtain a bot token from @BotFather on Telegram and configure it in the .env file.
What is MCPHub?
What is MCPHub?
MCPHub is used for managing multiple MCP (Market Connectivity Provider) servers, enabling the bot to access various data sources.
How do I set up the webhook?
How do I set up the webhook?
Ensure your server is publicly accessible and the webhook URL is in the format https://your-domain.com/api/telegram/webhook. The webhook will be automatically registered when the application starts.
What OpenAI models are supported?
What OpenAI models are supported?
The application is designed to work with Azure OpenAI models. You need to configure your Azure OpenAI API key, endpoint, deployment name, and API version in the .env file.
How is data persisted?
How is data persisted?
The application uses MongoDB for data persistence. Configure the MongoDB connection string and database name in the .env file.