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Analyze Stock Charts with GPT-4 Vision and Send Results via Telegram

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Created by: Fenngbrotalk || yihaohuang

Fenngbrotalk

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Last update 4 months ago

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n8n Workflow: AI-Powered Stock Chart Analysis Bot for Telegram

This is a powerful n8n automation workflow that integrates a Telegram bot with OpenAI's multimodal large language model (GPT-4 Vision) to provide users with real-time stock chart analysis.

Workflow Breakdown

  • Receive Image: The workflow is initiated by a Telegram Trigger. It activates whenever a user sends an image (e.g., a stock's candlestick chart) to a designated Telegram chat, automatically downloading the file.
  • Image Pre-processing: To optimize the AI's performance and efficiency, the Edit Image node resizes the incoming image to a standard 512x512 pixel format.
  • AI Vision Analysis: The processed image is then passed to a LangChain Chain, which utilizes the OpenAI GPT-4 Vision model. A sophisticated system prompt instructs the AI to act as a professional stock analyst.
  • Intelligent Interpretation: The AI analyzes the image to identify the stock's name, price trend (uptrend, downtrend, or sideways), key support/resistance levels, and volume changes. It then generates a comprehensive analysis report combining technical indicators and market sentiment.
  • Structured Output: To ensure reliability and consistency, the AI's output is parsed into a specific JSON format. This structure includes a search_word (for the industry/sector) and the main content (the analysis text).
  • Send Response: Finally, the workflow extracts the content field from the JSON output and uses the Telegram node to send this professional analysis back to the user as a text message in the same chat.

Key Features

  • User-Friendly: Users simply send an image to get an analysis, requiring no complex commands.
  • Instant & Efficient: The entire analysis and response process is fully automated and completed within moments.
  • Professional-Grade Analysis: Leverages the advanced image recognition and reasoning capabilities of GPT-4 Vision to deliver insights comparable to those of a human analyst.
  • Reliable & Consistent: The use of structured output ensures that the format of the response is always consistent and easy to read or process further.