AI Agents

AI agent with charting capabilities using OpenAI

11 nodes 202 110 Automatic trigger
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Workflow Description

An intelligent agent powered by OpenAI analyzes data and generates interactive charts. It processes queries from Twitter and chat interfaces, maintaining context through a sliding memory window for continuous, accurate conversations while executing specialized tools dynamically.

How it works

  1. 1.Receive user query from Twitter or chat trigger interface
  2. 2.Process input with OpenAI model while preserving conversation history in memory buffer
  3. 3.Execute custom tools (HTTP requests, workflows) to fetch data or generate visualizations
  4. 4.Return analysis results and charts to the original communication channel

Use cases

  • Real-time financial data analysis with automatic chart generation from natural language requests
  • Customer support with context-aware responses referencing previous interactions
  • Automated report generation with visual dashboards triggered by social media inquiries

Requirements

  • Valid OpenAI API key with appropriate model access
  • Connected Twitter/X account or active chat interface
  • Custom tools configured for data retrieval and chart generation endpoints

Service Value

Ideal as a smart automation service combining integrations and AI to produce ready-to-use results.

Apps Used

OpenAI Memory Tool Twitter/X AI Agent Chat Trigger

Details

Trigger Automatic trigger
Nodes 11
Apps 6
Views 202
Downloads 110

How to Use

  1. 1.Click "Download Template"
  2. 2.Open your n8n dashboard
  3. 3.Go to Workflows > Import from File
  4. 4.Select downloaded file and configure credentials

Nodes Used (11)

/

OpenAI Chat Model

OpenAI

#1

Window Buffer Memory

Memory Buffer Window

#2

Generate a chart

Tool Workflow

#3

Execute "Generate a chart" tool

Execute Workflow Trigger

#4

OpenAI - Generate Chart definition with Structured Output

HTTP Request

#5

Set response

Set

#6

Sticky Note1

Sticky Note

#7

Sticky Note

Sticky Note

#8

Sticky Note2

Sticky Note

#9

AI Agent

Agent

#10

When chat message received

Chat Trigger

#11