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Julius Dela Peña

Selected WorkProject 15AI Agent

Facebook AI Agent with n8n

AI Agent workflow built in n8n.

An n8n webhook answers Facebook's GET verification check and filters incoming POST events; an AI agent on Google Gemini, with conversation memory and a Google Docs reference document, prepares the reply and returns it by HTTP request.

01Context

01Project type
Automation Work
02Tools
  • n8n
  • Google Gemini
  • Google Docs
  • Facebook
03Stages
04
04Steps
08
n8n workflow · AI Agent
n8n workflow: webhook with verification branch, filter, Google Docs document, AI agent with Gemini model and memory, HTTP request
Open full-size image: n8n workflow: webhook with verification branch, filter, Google Docs document, AI agent with Gemini model and memory, HTTP request (opens in a new tab)
Facebook AI Agent with n8n: the full workflow. Select to open the full-size capture.

02Workflow

Step by step.

Every stage below is read straight off the node names in the workflow, in the order they run.

04 stages08 steps

  1. 2 steps

    01Webhook

    1. GET: verify and respond to webhook
    2. POST: incoming events
  2. 2 steps

    02Context

    1. Filter
    2. Get a document (Google Docs)
  3. 3 steps

    03AI agent

    1. AI Agent
    2. Google Gemini chat model
    3. Simple memory
  4. Output

    04Reply

    1. HTTP request

03My role

What I was responsible for.

  1. Workflow Design
  2. Systems Integration
Tools
  • n8n
  • Google Gemini
  • Google Docs
  • Facebook

Contact

Have a workflow, dashboard or CRM that needs fixing? Let’s talk.

Available for new projects

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