AI-Powered Slack Bot Development by Kotiku TaiyeAI-Powered Slack Bot Development by Kotiku Taiye

AI-Powered Slack Bot Development

Kotiku Taiye

Completed work

AI Developer

Low-Code/No-Code Developer

LangFlow

N8N

Slack

Electronics

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Completed work

Posted Jan 22, 2026

Developed a Slack bot with AI and Langdock integration for multi-channel assistance.

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Langdock

🤖 AI-Powered Slack Bot with Langdock Integration

Intelligent Slack bot providing AI assistance across all channel types with file analysis and conversation memory.

✨ Features

🎯 Multi-Channel - DMs, group DMs, private & public channels

🔔 Smart @Mentions - Responds only when mentioned in public channels

📎 File Analysis - Processes documents, images, PDFs

💬 Conversation Memory - Maintains context across messages

⚡ Fast - <3 second response time

🛡️ Loop Prevention - Smart bot message filtering

🚀 Quick Start

Prerequisites

n8n instance

Slack workspace (admin access)

Langdock account

Installation

# 1. Clone repository
git clone https://github.com/yourusername/slack-langdock-ai-bot.git
cd slack-langdock-ai-bot

# 2. Import workflow.json to n8n
# 3. Configure Slack app (see docs/SLACK_CONFIGURATION.md)
# 4. Add credentials in n8n
# 5. Activate workflow

See SETUP.md for detailed instructions.

📊 Performance

Metric Value Response Time (Text) <3s Response Time (File) <5s Uptime 99.9% Channels Supported 4 types

🛠️ Tech Stack

n8n - Workflow automation

Slack Events API - Real-time events

Langdock AI - Conversational AI

OAuth 2.0 - Authentication

📖 Documentation

Setup Guide - Installation steps

Architecture - Technical details

Slack Config - Slack app setup

Troubleshooting - Common issues

🎯 Use Cases

Customer Support Automation

Internal Help Desk

Sales Enablement

Documentation Assistant

Code Review Helper

🔧 Configuration

Slack Events Required

message.im, message.mpim, message.channels,
message.groups, app_mention

Slack Scopes Required

chat:write, channels:history, groups:history,
im:history, mpim:history, files:read, app_mentions:read

🧪 Testing

# Test in DM
User: Hello!
Bot: Hi! How can I help?

# Test in channel
User: @Bot What's the status?
Bot: Let me check...

# Test file upload
User: [uploads PDF] Analyze this
Bot: [analyzes and responds]