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AI-Powered Stock Analysis Assistant with Telegram, Claude & GPT-4O Vision logo

AI-Powered Stock Analysis Assistant with Telegram, Claude & GPT-4O Vision

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Delivers AI stock analysis via Telegram using Claude and GPT-4O vision.

n8nAI & LLMIntermediate👁 3.5K views
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Updated 2026-06-16

What this workflow does

This workflow connects Telegram to an AI Agent that maintains session memory while invoking OpenRouter and OpenAI models to process stock-related queries and images.

It targets individual traders, financial advisors, and educators who need conversational market analysis without building custom infrastructure.

Who is this for?

Individual traders and financial advisors who want on-demand technical analysis. Fintech teams and educators building interactive stock tools.

What problem it solves

Delivers professional-grade stock chart analysis and conversational advice via Telegram without paid subscriptions or manual charting work.

Live workflow preview

Interactive canvas of every node and connection — scroll and click to explore. Powered by n8n's preview.

Open the template on n8n to import and run it. View source template →

What it automates

Daily trade review

Trader messages a ticker on Telegram; workflow pulls chart via Chart-IMG, runs GPT-4O vision, and returns MACD/volume insights with memory of prior chat.

Client support bot

Advisor forwards client questions to the Telegram bot; Ade persona answers using Claude 3.5 Sonnet while keeping session context.

Interactive learning

Student requests pattern recognition on a chart; system generates dark-theme image and explains formations using GPT-4O vision.

How the workflow works

The 7 nodes in this automation, in order.

  1. 1HTTP RequesthttpRequest
  2. 2Telegramtelegram
  3. 3AI Agent@n8n/n8n-nodes-langchain.agent
  4. 4Simple Memory@n8n/n8n-nodes-langchain.memoryBufferWindow
  5. 5Call n8n Workflow Tool@n8n/n8n-nodes-langchain.toolWorkflow
  6. 6OpenAI@n8n/n8n-nodes-langchain.openAi
  7. 7OpenRouter Chat Model@n8n/n8n-nodes-langchain.lmChatOpenRouter

Apps & integrations used

HTTP RequestTelegramAI AgentSimple MemoryCall n8n Workflow ToolOpenAIOpenRouter Chat Model

How to set up AI-Powered Stock Analysis Assistant with Telegram, Claude & GPT-4O Vision

  1. 1Import both workflows into n8n 1.7+ and note the secondary workflow ID.
  2. 2Add Telegram Bot Token, OpenRouter, OpenAI, and Chart-IMG credentials in the n8n credential manager.
  3. 3Replace any hardcoded Chart-IMG key with the stored credential.
  4. 4Configure the Telegram trigger webhook URL in your bot settings.
  5. 5Link the Call n8n Workflow Tool node to the secondary workflow ID.
  6. 6Activate the AI Agent with Simple Memory and set temperature 0.8 / 500 token limit.

How to customize this workflow

  • Swap OpenRouter Claude for another OpenRouter model.
  • Change Telegram trigger to a different chat platform via HTTP Request.
  • Add an extra Call n8n Workflow Tool step for news sentiment.
  • Adjust memory node to persist across multiple sessions.

AI-Powered Stock Analysis Assistant with Telegram, Claude & GPT-4O Vision: pros & cons

Pros

  • +Combines chat and vision analysis in one Telegram flow
  • +Uses session memory for context-aware replies
  • +Leverages two strong models (Claude + GPT-4O)
  • +Ready-made dual-workflow structure

Cons

  • Requires paid API keys for OpenRouter, OpenAI and Chart-IMG
  • Hardcoded key must be removed before use
  • Intermediate setup with webhook and workflow ID linking
Did you find this helpful?

Frequently asked questions

It lets users chat with an AI analyst named Ade on Telegram that can also read and explain trading charts using GPT-4O vision.

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