AI Agents

Intelligent Auto-Replies to TikTok Comments

12 nodes 304 168 Webhook
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Workflow Description

Automates TikTok comment monitoring via webhook, analyzes messages using advanced language models with contextual memory, generates personalized replies, logs interactions in Google Sheets, and notifies your team on Slack in real time.

How it works

  1. 1.Receive new TikTok comments through webhook integration
  2. 2.Split long texts and extract semantic meaning using embeddings
  3. 3.Query the vector database (Pinecone) for relevant previous replies
  4. 4.Generate intelligent responses via AI Agent connected to Anthropic model
  5. 5.Log all comments and replies in Google Sheets
  6. 6.Send notifications about new replies to Slack channels

Use cases

  • Manage TikTok comment sections automatically without manual effort
  • Build a repository of smart replies to improve future response quality
  • Maintain a centralized record of all audience interactions and engagement

Requirements

  • Active TikTok account with webhook access enabled
  • Anthropic API key for language model access
  • Google Sheets account for data logging
  • Slack workspace with webhook URL configured
  • API keys for Cohere and Pinecone services

Service Value

Ready-made workflow template for automation delivery and service execution.

Apps Used

Text Splitter Embeddings Vector Store Memory Anthropic AI Agent Google Sheets Slack

Details

Trigger Webhook
Nodes 12
Apps 8
Views 304
Downloads 168

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 (12)

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Sticky Note

Sticky Note

#1

Webhook Trigger

Webhook

#2

Text Splitter

Text Splitter Character Text Splitter

#3

Embeddings

Embeddings Cohere

#4

Pinecone Insert

Vector Store Pinecone

#5

Pinecone Query

Vector Store Pinecone

#6

Vector Tool

Tool Vector Store

#7

Window Memory

Memory Buffer Window

#8

Chat Model

Lm Chat Anthropic

#9

RAG Agent

Agent

#10

Append Sheet

Google Sheets

#11

Slack Alert

Slack

#12