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Tesla quant trading AI agent using Telegram + GPT-4.1 (main interFace)

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Tesla quant trading AI agent using Telegram + GPT-4.1 (main interFace) preview
Open on n8n.io

Important notice

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

1. Workflow Overview

Get daily and on demand Tesla (TSLA) trading signals via Telegram—powered by GPT 4.1 and real time market data. This is the central AI supervisor that orchestrates seven sub agents for technical...

Best for

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

Tools used

n8n-nodes-base.telegramtrigger, @n8n/n8n-nodes-langchain.lmchatopenai, n8n-nodes-base.telegram, n8n-nodes-base.code, @n8n/n8n-nodes-langchain.agent, @n8n/n8n-nodes-langchain.toolworkflow, n8n-nodes-base.set, n8n-nodes-base.datetime

Source and attribution

This workflow is cataloged by N8N Workflows and links back to its original n8n.io source page by Don Jayamaha Jr.

Original n8n.io source

1.1 Workflow description

Title
Tesla quant trading AI agent using Telegram + GPT-4.1 (main interFace)
Workflow name
Tesla quant trading AI agent using Telegram + GPT-4.1 (main interFace)

📈 Get daily and on-demand Tesla (TSLA) trading signals via Telegram—powered by GPT-4.1 and real-time market data. This is the central AI supervisor that orchestrates seven sub-agents for technical analysis, price pattern recognition, and news sentiment. Reports are delivered in structured Telegram-ready HTML, optimized for traders seeking fast, intelligent decision-making signals.

⚠️ This master agent requires 7 connected sub-workflows to function. One of them, the News & Sentiment Agent, also requires a DeepSeek Chat API key for language processing.


🔌 Required Sub-Workflows

You must download and publish the following workflows:

  1. Tesla Financial Market Data Analyst Tool
  2. Tesla News and Sentiment Analyst Tool (Requires DeepSeek Chat API Key)
  3. Tesla 15min Indicators Tool
  4. Tesla 1hour Indicators Tool
  5. Tesla 1day Indicators Tool
  6. Tesla 1hour & 1day Klines Tool
  7. Tesla Quant Technical Indicators Webhooks Tool (Requires Alpha Vantage Premium API Key)

📍 See all tools at: 🔗 https://n8n.io/creators/don-the-gem-dealer/


🔍 What This Agent Does

  1. Listens to your trading query via Telegram

  2. Calls the Financial Analyst and News & Sentiment Analyst

  3. These agents aggregate:

    • RSI, MACD, BBANDS, SMA, EMA, ADX
    • Candlestick pattern + volume divergence analysis
    • News summaries and sentiment scoring via DeepSeek Chat
  4. GPT-4.1 composes the final structured TSLA trade report with:

    • Spot and leverage setups
    • Signal rationale
    • Confidence score
    • Sentiment tag
    • News summary

🧠 Output Example

TSLA Trading Report (Daily Summary) Spot Trade • Action: Buy • Entry: 172.45 • TP: 182.00 • SL: 169.80 • Signal: RSI bounce + Bullish Engulfing • Sentiment: Neutral

Leveraged Position • Position: Long • Leverage: 3x • TP: 186 • SL: 170 • Confidence: High (83/100)

📰 Top News • Tesla Model Y delivery surge – Electrek • Options market pricing in upside – Bloomberg • FSD delayed in Canada – TeslaNorth


🛠️ Setup Instructions

1. Import All 8 Workflows

Ensure all sub-agents above are published in your n8n instance.

2. Create Your Telegram Bot

Use @BotFather to generate the token and connect to the trigger/send nodes.

3. Connect OpenAI GPT-4.1

Add your OpenAI credentials for GPT-4.1 in the designated node.

4. Add DeepSeek Chat API Key

Sign up at https://deepseek.com and insert your DeepSeek Chat credentials in the News Agent.

5. Add Alpha Vantage Premium API Key

Sign up at https://www.alphavantage.co/premium/ Use HTTP Header Auth for webhook-based indicator fetchers.

6. Replace Telegram ID

Update the placeholder <<replace your ID here>> with your actual Telegram numeric ID in the auth node.


📌 Included Sticky Notes

✅ Telegram Bot Setup ✅ Agent Routing & Memory ✅ Financial vs. Sentiment Trigger Flow ✅ Report Formatting (HTML) ✅ API Requirements (GPT-4.1, DeepSeek, Alpha Vantage) ✅ Troubleshooting & Licensing


🧾 Licensing & Attribution

© 2025 Treasurium Capital Limited Company Architecture, prompts, and trade report structure are IP-protected. No unauthorized rebranding permitted.

🔗 For support: LinkedIn – Don Jayamaha


🚀 Deploy the Tesla Quant Trading AI system with GPT-4.1, DeepSeek Chat, and Alpha Vantage Premium—right into Telegram. All 8 workflows are required.

🎥 Tesla Quant AI Agent – Live Demo

Experience the power of the Tesla Quant Trading AI Agent in action.

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 - Telegram Trigger

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

Block 2 - OpenAI Chat Model

Type / Role
@n8n/n8n-nodes-langchain.lmChatOpenAi - lmChatOpenAi
Config choices
Version 1.2

Block 3 - Telegram

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

Block 4 - User Authentication (Replace Telegram ID)

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

Block 5 - Tesla Quant Trading AI Agent

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

Block 6 - Tesla Financial Market Data Analyst Tool

Type / Role
@n8n/n8n-nodes-langchain.toolWorkflow - toolWorkflow
Config choices
Version 2.1

Block 7 - Tesla News and Sentiment Analyst Tool

Type / Role
@n8n/n8n-nodes-langchain.toolWorkflow - toolWorkflow
Config choices
Version 2.1

Block 8 - Add SessionId

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

Block 9 - Splits message is more than 4000 characters

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

Block 10 - Date & Time

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

Block 11 - Simple Memory

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

Block 12 - Sticky Note

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

Block 13 - Sticky Note1

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

Block 14 - Sticky Note2

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

Block 15 - Sticky Note3

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

Block 16 - Sticky Note4

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

Block 17 - Sticky Note5

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

Block 18 - Sticky Note6

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

Block 19 - Sticky Note7

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

Block 20 - Sticky Note8

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

Block 21 - Sticky Note9

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

Block 22 - Sticky Note10

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

Block 23 - Sticky Note11

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

3. Summary Table

Workflow Tesla quant trading AI agent using Telegram + GPT-4.1 (main interFace)
Complexity advanced
Nodes 23
Categories Crypto Trading, AI Chatbot
Author Don Jayamaha Jr
Published 16 May 2025

4. Reproducing the Workflow from Scratch

  1. 1. Download the workflow JSON

    Use the JSON export at /data/workflows/4092/4092.json as the source template for this automation.

  2. 2. Import the template into n8n

    Open n8n, import the downloaded JSON, and review each node before activating the workflow.

  3. 3. Configure credentials and variables

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

  4. 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. 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.

Frequently asked questions

What does Tesla quant trading AI agent using Telegram + GPT-4.1 (main interFace) do?

Get daily and on demand Tesla (TSLA) trading signals via Telegram—powered by GPT 4.1 and real time market data. This is the central AI supervisor that orchestrates seven sub agents for technical...

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.