AI-powered stock analysis assistant with Telegram, Claude & GPT-4O Vision

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Important notice

This workflow is provided as-is. Please review and test before using in production.

1. Workflow Overview

"Ade Technical Analyst" is a dual workflow AI system combining conversational intelligence with visual chart analysis through Telegram. The system features 11 primary nodes for conversation managem...

Best for

Crypto Trading automation workflows
AI Chatbot automation workflows
advanced n8n builders looking for reusable templates

Tools used

@n8n/n8n-nodes-langchain.toolworkflow, @n8n/n8n-nodes-langchain.agent, n8n-nodes-base.telegram, n8n-nodes-base.stickynote, @n8n/n8n-nodes-langchain.lmchatopenrouter, n8n-nodes-base.set, n8n-nodes-base.merge, n8n-nodes-base.telegramtrigger

Source and attribution

This workflow is cataloged by N8N Workflows and links back to its original n8n.io source page by Femi Ad.

Original n8n.io source

1.1 Workflow description

Title: AI-powered stock analysis assistant with Telegram, Claude & GPT-4O Vision
Workflow name: AI-powered stock analysis assistant with Telegram, Claude & GPT-4O Vision

"Ade Technical Analyst" is a dual-workflow AI system combining conversational intelligence with visual chart analysis through Telegram. The system features 11 primary nodes for conversation management and 8 secondary nodes for chart generation and analysis.

Core Components:

Telegram Integration: Message handling with dynamic typing indicators

AI Personality: "Ade" - a financial analyst with 50+ years NYSE/LSE experience using Claude 3.5 Sonnet

Chart Generation: TradingView integration via Chart-IMG API with MACD and volume indicators

Visual Analysis: GPT-4O vision for technical pattern recognition

Memory System: Session-based conversation context retention

Target Users Individual traders seeking professional-grade analysis without subscription costs

Financial advisors wanting 24/7 AI-powered client support

Investment educators needing interactive learning tools

Fintech companies requiring white-label analysis solutions

Setup Requirements Critical Security Fix Needed:

Remove hardcoded API key from Chart-IMG node immediately

Store all credentials securely in n8n credential manager

Required APIs:

OpenRouter (Claude 3.5 Sonnet)

OpenAI (GPT-4O vision)

Chart-IMG API

Telegram Bot Token

Technical Prerequisites:

n8n version 1.7+ with Langchain nodes

Webhook configuration for Telegram

Dual-workflow setup with proper ID referencing

Workflow Requirements Security Compliance:

Never hardcode API keys in workflow JSON files

Use n8n credential manager for all sensitive data

Implement proper session isolation for user data

Include mandatory financial disclaimers

Performance Specifications:

Model temperature: 0.8 for balanced responses

Token limit: 500 for optimized performance

Dark theme charts with professional indicators

Session-based memory management

Need help customizing? Contact me for consulting and support or add me on LinkedIn

1.2 Logical Blocks

This catalog entry is organized from the workflow JSON. The node-level section below shows the executable blocks available for review before importing the template.

2. Block-by-Block Analysis

Block 1 - Get Chart

Type / Role: @n8n/n8n-nodes-langchain.toolWorkflow - toolWorkflow
Config choices: Version 2

Block 2 - AI Agent

Type / Role: @n8n/n8n-nodes-langchain.agent - agent
Config choices: Version 1.7

Block 3 - Send Analysis

Type / Role: n8n-nodes-base.telegram - telegram
Config choices: Version 1.2

Block 4 - Sticky Note

Type / Role: n8n-nodes-base.stickyNote - stickyNote
Config choices: Version 1

Block 5 - OpenRouter Chat Model

Type / Role: @n8n/n8n-nodes-langchain.lmChatOpenRouter - lmChatOpenRouter
Config choices: Version 1

Block 6 - Settings

Type / Role: n8n-nodes-base.set - set
Config choices: Version 2

Block 7 - Send Typing action

Type / Role: n8n-nodes-base.telegram - telegram
Config choices: Version 1

Block 8 - Merge

Type / Role: n8n-nodes-base.merge - merge
Config choices: Version 2.1

Block 9 - PreProcessing

Type / Role: n8n-nodes-base.set - set
Config choices: Version 2

Block 10 - Telegram Trigger1

Type / Role: n8n-nodes-base.telegramTrigger - telegramTrigger
Config choices: Version 1

Block 11 - Simple Memory

Type / Role: @n8n/n8n-nodes-langchain.memoryBufferWindow - memoryBufferWindow
Config choices: Version 1.3

Block 12 - Sticky Note1

Type / Role: n8n-nodes-base.stickyNote - stickyNote
Config choices: Version 1

Block 13 - Workflow Input Trigger

Type / Role: n8n-nodes-base.executeWorkflowTrigger - executeWorkflowTrigger
Config choices: Version 1.1

Block 14 - response

Type / Role: n8n-nodes-base.set - set
Config choices: Version 3.4

Block 15 - Technical Analysis

Type / Role: @n8n/n8n-nodes-langchain.openAi - openAi
Config choices: Version 1.8

Block 16 - Download Chart

Type / Role: n8n-nodes-base.httpRequest - httpRequest
Config choices: Version 4.2

Block 17 - Send Chart

Type / Role: n8n-nodes-base.telegram - telegram
Config choices: Version 1.2

Block 18 - Set Stock Ticker

Type / Role: n8n-nodes-base.set - set
Config choices: Version 3.4

Block 19 - Get Chart1

Type / Role: n8n-nodes-base.httpRequest - httpRequest
Config choices: Version 4.2

3. Summary Table

Workflow	AI-powered stock analysis assistant with Telegram, Claude & GPT-4O Vision
Complexity	advanced
Nodes	19
Categories	Crypto Trading, AI Chatbot
Author	Femi Ad
Published	23 Jun 2025

4. Reproducing the Workflow from Scratch

1. Download the workflow JSON

Use the JSON export at /data/workflows/5163/5163.json as the source template for this automation.
2. Import the template into n8n

Open n8n, import the downloaded JSON, and review each node before activating the workflow.
3. Configure credentials and variables

Replace placeholder credentials, API keys, webhook URLs, account IDs, and environment-specific values with your own settings.
4. Test with sample data

Run the workflow manually or in a staging workspace, inspect node output, and confirm downstream systems receive the expected data.
5. Activate and monitor

Enable the workflow only after testing, then monitor executions, errors, and rate limits during the first production runs.

5. General Notes & Resources

Review imported nodes carefully before activation. This catalog entry is intended to help you inspect the workflow structure, understand required services, and find related templates faster.

Node names, credentials, schedules, webhook paths, and external service limits may need adjustment for your workspace.

Download workflow JSON Original n8n.io source Crypto Trading workflows AI Chatbot workflows

Frequently asked questions

What does AI-powered stock analysis assistant with Telegram, Claude & GPT-4O Vision do?

What do I need before importing this workflow?

Review the workflow JSON, configure any required credentials in n8n, and test the automation in a safe workspace before using it in production.

Can I customize this workflow?

Yes. Use the block-by-block analysis and the downloadable JSON to inspect each node, then adjust credentials, prompts, schedules, filters, or destinations for your Crypto Trading, AI Chatbot use case.

Femi Ad

7 workflows

Nodes

@n8n/n8n-nodes-langchain.toolworkflow @n8n/n8n-nodes-langchain.agent n8n-nodes-base.telegram n8n-nodes-base.stickynote @n8n/n8n-nodes-langchain.lmchatopenrouter n8n-nodes-base.set n8n-nodes-base.merge n8n-nodes-base.telegramtrigger

Complexity

advanced

Published 23 Jun 2025

Likes 0

View on n8n.io Download Workflow

Install path: /data/workflows/5163/5163.json

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AI-powered stock analysis assistant with Telegram, Claude & GPT-4O Vision

Workflow preview

Important notice

1. Workflow Overview

Best for

Tools used

Source and attribution

1.1 Workflow description

1.2 Logical Blocks

2. Block-by-Block Analysis

Block 1 - Get Chart

Block 2 - AI Agent

Block 3 - Send Analysis

Block 4 - Sticky Note

Block 5 - OpenRouter Chat Model

Block 6 - Settings

Block 7 - Send Typing action

Block 8 - Merge

Block 9 - PreProcessing

Block 10 - Telegram Trigger1

Block 11 - Simple Memory

Block 12 - Sticky Note1

Block 13 - Workflow Input Trigger

Block 14 - response

Block 15 - Technical Analysis

Block 16 - Download Chart

Block 17 - Send Chart

Block 18 - Set Stock Ticker

Block 19 - Get Chart1

3. Summary Table

4. Reproducing the Workflow from Scratch

1. Download the workflow JSON

2. Import the template into n8n

3. Configure credentials and variables

4. Test with sample data

5. Activate and monitor

5. General Notes & Resources

Frequently asked questions