AI‐driven Facebook comment management agent - marcojourney/ai-agent GitHub Wiki

Absolutely bro — you can build a powerful AI-driven Facebook comment management agent that does the following:

✅ Auto-replies in local languages (🇰🇭 Khmer, 🇬🇧 English, 🇨🇳 Chinese)
✅ Understands comment context (text/image)
✅ Can hide or delete comments based on AI-defined workflows
✅ Uses your own AI agent (custom model, OpenAI, or others)

🛠️ ARCHITECTURE OVERVIEW

User Comment (Text/Image)
     ↓
Facebook Webhook → Your Server (Webhook Handler)
     ↓
Detect Language → AI Agent → Analyze Intent
     ↓
┌────────────┬────────────┬────────────┐
│ Auto-Reply │ Hide Comment │ Delete Comment │
└────────────┴────────────┴────────────┘
     ↓                ↓                 ↓
POST /{comment-id}/comments
POST /{comment-id}?is_hidden=true
DELETE /{comment-id}

✅ 1. SETUP REQUIREMENTS

🔹 Facebook App with Permissions

Request:

  • pages_manage_engagement

  • pages_manage_posts

  • pages_read_engagement

And subscribe to comment webhooks.

🔹 Your AI Agent (Custom/NLP/LLM)

Use:

  • OpenAI API

  • Custom-trained model

  • HuggingFace (e.g., for sentiment, intent, language detection)

  • Google Translate API (if needed)

🧠 2. AI WORKFLOW LOGIC

Example Decision Logic:

{
  language: "km",
  contains: ["insult", "spam"],
  sentiment: "negative",
  image_type: "nudity",
  action: "delete"
}

Possible Actions:

  • Reply with translation or support info

  • Hide if negative/irrelevant

  • Delete if toxic/spam/image violation

🧪 3. NLP / AI Modules to Plug In

Task Tools You Can Use
Language Detection fastText, Langdetect, franc, or OpenAI
Sentiment Analysis HuggingFace models, OpenAI
Khmer NLP Custom rules or OpenAI fine-tuning
Image Analysis AWS Rekognition, Google Vision, custom ML
Translation Google Translate API
Comment classification Your AI agent (Prompt-based / ML pipeline)

🚀 Want to Get Started Fast?

I can provide:

  • ✅ Full Node.js starter code (Express + Facebook Webhook)

  • ✅ AI decision module (uses OpenAI or HuggingFace)

  • ✅ Khmer/Chinese/English support

  • ✅ Ready-to-deploy on Render or Heroku

Just say the word and I’ll generate the boilerplate code for you 💻🔥

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