Automate Stock Technical Analysis with Telegram AI
Receive comprehensive stock technical analysis and charts within seconds, reducing manual research effort by 90% and empowering faster, more informed financial decisions.
Manual stock analysis and chart generation consume valuable time, hindering timely trading decisions. This n8n workflow deploys an AI agent via Telegram, providing instant, in-depth technical analysis and dynamic chart generation based on user queries.
Documentation
AI-Powered Stock Analysis with Telegram
The "AI-Powered Stock Analysis with Telegram" workflow revolutionizes how traders access market insights. By integrating an advanced AI agent directly into Telegram, this solution offers real-time technical analysis, dynamic chart generation, and intelligent responses to financial queries. It streamlines data acquisition and interpretation, making sophisticated market analysis accessible to everyone, without needing specialized software or extensive manual effort.
Key Features
- Interactive Telegram Integration: Engage with the AI agent using both text and voice commands for flexible interaction.
- AI-Driven Technical Analysis: Leverage OpenAI's capabilities to interpret stock charts, identifying patterns, Relative Strength Index (RSI), and Stochastic RSI insights.
- Dynamic Chart Generation: Automatically generate customizable stock charts (candle, bar, line, etc.) with key indicators like Volume, RSI, and Stochastic RSI.
- Automated Ticker Management: Save frequently analyzed stock tickers to Airtable for easy retrieval and scheduled reporting.
- Scheduled Market Reports: Receive proactive, automated technical analyses for your saved tickers at predefined intervals.
How It Works
The workflow operates in two main scenarios: 1. On-Demand Analysis via Telegram: Users send a message (text or voice) to the Telegram bot with a stock ticker (e.g., "Analyze Apple stock with a candle chart"). The workflow transcribes voice messages if needed, then the AI agent processes the request. The agent utilizes a "Get Chart" tool to fetch a dynamic chart from a charting API (Chart-IMG) based on the specified ticker and style. This chart is then passed to an OpenAI model for detailed technical analysis, interpreting candlestick patterns, RSI, and Stochastic RSI values. Finally, the analyzed insights and the generated chart image are sent back to the user via Telegram. The AI agent can also save tickers to Airtable upon request. 2. Scheduled Market Updates: A scheduler trigger periodically fetches a list of saved stock tickers from Airtable. For each ticker, it initiates a call to the AI agent webhook, simulating a user request for analysis. This ensures users automatically receive updated technical reports for their watchlist without manual interaction, delivered directly to Telegram.