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Multi-timeframe trading analysis for WEEX spot market with GPT-4o & Telegram

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Multi-timeframe trading analysis for WEEX spot market with GPT-4o & Telegram preview
Open on n8n.io

Important notice

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

1. Workflow Overview

WEEX Spot Market Quant AI Agent (All in One Multi Agent Trading System) Overview This multi agent n8n workflow delivers an automated, intelligent trading analysis system for the WEEX Spot Mark...

Best for

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

Tools used

@n8n/n8n-nodes-langchain.lmchatopenai, n8n-nodes-base.telegramtrigger, n8n-nodes-base.set, n8n-nodes-base.code, @n8n/n8n-nodes-langchain.agent, @n8n/n8n-nodes-langchain.agenttool, n8n-nodes-base.rssfeedreadtool, n8n-nodes-base.httprequesttool

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
Multi-timeframe trading analysis for WEEX spot market with GPT-4o & Telegram
Workflow name
Multi-timeframe trading analysis for WEEX spot market with GPT-4o & Telegram

📊 WEEX Spot Market Quant AI Agent (All-in-One Multi-Agent Trading System)

⚡ Overview

This multi-agent n8n workflow delivers an automated, intelligent trading analysis system for the WEEX Spot Market. It uses GPT-4o to interpret user prompts, route them to the correct sub-agent tools, analyze technical indicators, price data, sentiment insights, and return concise trading signals via Telegram or downstream automations.

No need to download additional workflows—everything is embedded in this single orchestrated agent.


🧠 Core Features

🔹 Single-entry architecture → Built-in orchestration logic with no external subworkflow dependencies 🔹 Multi-timeframe indicator analysis → 15m, 1h, 4h, and 1d 🔹 Sentiment + news insights from crypto sources 🔹 Live price, volume, kline, and order book analysis 🔹 LLM-powered signal evaluation using GPT-4o 🔹 Telegram integration for fast human queries or autonomous alerts


🤖 Built-In Agent Modules

Module Description
Financial Analyst Tool Routes prompts, interprets tokens, and triggers sub-agents
News & Sentiment Analyst Tool Gathers real-time sentiment from crypto news sources
Technical Indicator Tools 15m, 1h, 4h, 1d indicators using WEEX spot market data
Price & Order Book Agent Fetches real-time stats, price, and structure
Trading Signal Evaluator GPT-4o merges all data and generates trading decision

🖥️ Prompt Flow Example

User Input: “Should I long or short ETH on WEEX today?”
→ Financial Analyst Agent interprets the query
→ Fetches multi-timeframe indicators, live price, sentiment
→ GPT-4o evaluates conditions and creates recommendation
→ Output delivered via Telegram:

📈 ETH/USDT Overview • Price: $3,710 • 4h RSI: 64.5 – Slightly Overbought • MACD: Bullish Crossover • Market Sentiment: 🔼 Positive Recommendation: Consider long entry with stop at $3,640.


🔧 Setup Instructions

Follow these steps to fully deploy and operate the WEEX Quant AI Agent in your n8n environment:

  1. 🟢 Get Telegram Bot API Key

    • Create your bot via @BotFather on Telegram
    • Save the token it gives you (format: 123456789:ABCdefGHIjkLMNopQRStuvWXyz)
  2. 🔑 Add OpenAI / DeepSeek Chat API Key

    • Compatible with GPT-4o (OpenAI) or DeepSeek Chat
  3. 📈 (Optional) WEEX API Keys

    • If expanding to live trading or authenticated data, get a WEEX Spot API key from your account dashboard
    • Not required for the analysis agent to function
  4. 🔗 Connect Telegram to n8n

    • Use Telegram Trigger and Telegram node with your API key
    • Ensure webhook is set correctly (or use polling mode)

✅ Example Use Cases

Scenario Outcome
“Is BTC bullish or bearish?” Merged indicator + sentiment + price analysis summary
“Get 15m and 4h trends for SOL” Multi-timeframe volatility vs macro trend report
“Latest crypto news on XRP” Real-time filtered news + DeepSeek sentiment summary
“What’s the order book structure?” Level-by-level spread analysis with buy/sell volumes

🎥 Watch the Live Demo


👨‍💼 Licensing & Support

🧾 © 2025 Treasurium Capital Limited Company Architecture, prompts, and trade signal framework are IP-protected. No unauthorized rebranding or replication permitted.

📩 Connect with the Creator Don JayamahaLinkedIn Profile

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 - OpenAI Chat Model

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

Block 2 - Telegram Trigger

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

Block 3 - Adds "SessionId"

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

Block 4 - Splits message is more than 4000 characters

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

Block 5 - WEEX Quant AI Agent

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

Block 6 - News & Sentiment Tool

Type / Role
@n8n/n8n-nodes-langchain.agentTool - agentTool
Config choices
Version 2.2

Block 7 - OpenAI Chat Model1

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

Block 8 - OpenAI Chat Model2

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

Block 9 - WEEX Spot Market Quant AI Agent tool

Type / Role
@n8n/n8n-nodes-langchain.agentTool - agentTool
Config choices
Version 2.2

Block 10 - RSS CoinTelegraph News Feeds

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

Block 11 - RSS Coindesk News Feeds

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

Block 12 - News Search API

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

Block 13 - OpenAI Chat Model4

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

Block 14 - OpenAI Chat Model5

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

Block 15 - OpenAI Chat Model6

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

Block 16 - OpenAI Chat Model7

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

Block 17 - OpenAI Chat Model8

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

Block 18 - WEEX SM Raw Data AI Agent Tool

Type / Role
@n8n/n8n-nodes-langchain.agentTool - agentTool
Config choices
Version 2.2

Block 19 - WEEX SM 15min AI Agent Tool

Type / Role
@n8n/n8n-nodes-langchain.agentTool - agentTool
Config choices
Version 2.2

Block 20 - WEEX SM 1hour AI Agent Tool

Type / Role
@n8n/n8n-nodes-langchain.agentTool - agentTool
Config choices
Version 2.2

Block 21 - WEEX SM 4hour AI Agent Tool

Type / Role
@n8n/n8n-nodes-langchain.agentTool - agentTool
Config choices
Version 2.2

Block 22 - WEEX SM 1day AI Agent Tool

Type / Role
@n8n/n8n-nodes-langchain.agentTool - agentTool
Config choices
Version 2.2

Block 23 - RSS NewBTC News Feeds

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

Block 24 - OpenAI Chat Model14

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

Showing the first 24 of 57 workflow blocks. Download the JSON for the full node graph.

3. Summary Table

Workflow Multi-timeframe trading analysis for WEEX spot market with GPT-4o & Telegram
Complexity advanced
Nodes 57
Categories AI Chatbot, Multimodal AI
Author Don Jayamaha Jr
Published 27 Aug 2025

4. Reproducing the Workflow from Scratch

  1. 1. Download the workflow JSON

    Use the JSON export at /data/workflows/7928/7928.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 Multi-timeframe trading analysis for WEEX spot market with GPT-4o & Telegram do?

WEEX Spot Market Quant AI Agent (All in One Multi Agent Trading System) Overview This multi agent n8n workflow delivers an automated, intelligent trading analysis system for the WEEX Spot Mark...

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 AI Chatbot, Multimodal AI use case.