AI-Powered Financial Analyst
Get instant stock insights, trend charts, and data-driven answers — straight from Telegram.
O.O
Anonymous
analytics
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Getting started with AI-Powered Financial Analyst
Step-by-Step Instructions
1
Telegram Message Handling
Telegram Trigger Set up the Telegram Trigger node to listen for incoming messages. Make sure your Telegram bot has the correct API token and webhook permissions. Response Type Selector Connect to an OpenAI Chat Model that classifies user intent: Text response Chart request Financial data query Add system prompt to guide classification accuracy (e.g., "Choose response type based on user input").
2
Financial Analyst Agent Setup
Financial Analyst (Tools Agent) Add OpenAI Chat Model (with memory buffer + structured output parser). Tools linked: Convert_ISO_8601_to_Unix – for converting date strings get_financial – custom API to fetch stock financial data System prompt should clarify: “You are a financial analyst. Use tools to fetch data or convert dates. Reply clearly with reasoning and results.” Conditional Logic (If Node) Check whether the output is a text-based response or a chart request. Route text responses to Telegram (text message). Route chart-related queries to the chart generation flow.
3
Chart Generation Flow
Generate Chart Request (Message Model) Interprets user intent and formats data needed for chart (e.g., ticker, date range). Converts ISO dates to Unix using Convert_ISO_8601_to_Unix1. Get Financials API call to fetch price data for specific stock & range. Connect to data source like Yahoo Finance, Alpha Vantage, or Twelve Data. Aggregate & Format Aggregate the financial data into chart-ready arrays (e.g., timestamps, prices). Manually set any static variables (e.g., chart type, labels). Code Node (Chart JSON Builder) Format data into a QuickChart-compatible config. HTTP Request to QuickChart POST chart config to https://quickchart.io/chart/create. Receive back a chart URL or image blob. Send Chart Back to User Use Telegram (sendPhoto) to send the chart back with a caption like: “Here’s the 6-month closing price chart for AAPL 📈”
Expected Outcomes
✨
Instant Financial Insights
Get clear and accurate financial breakdowns from stock queries in plain English—no spreadsheets, no complexity, just smart AI responses.
🎯
Visual Market Trends
Generate real-time, easy-to-read stock charts powered by live data and QuickChart, helping you visualize movements and make faster decisions.
⏱️
Save Time on Research
Skip the hassle of switching between finance platforms. Ask your question in Telegram and get AI-curated insights, data, and visuals instantly.
Setup Time
Quick Setup
5 - 10 minutes
Full Configuration
15 - 25 minutes
Last updated
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