Automated Discord Guild Welcome Bot with AI Search
detail.loadingPreview
Build an AI-powered Discord bot that welcomes new members and answers their questions using a vector database. This workflow leverages Webhook, LangChain nodes like Text Splitter, Embeddings, Vector Store, and an Agent to create an intelligent welcome experience.
🚀Ready to Deploy This Workflow?
About This Workflow
Overview
This n8n workflow automates the creation of a Discord guild welcome bot. It uses a webhook to receive messages, a text splitter to break down content, and LangChain's embeddings to create vector representations of this content. These vectors are then stored in Weaviate for efficient searching. When a new member asks a question, the bot queries the vector store to find relevant information and uses an AI agent to formulate a helpful response. Finally, all interactions are logged to a Google Sheet.
Key Features
- AI-Powered Q&A: Answers user questions using advanced language models and a vector database.
- Real-time Welcome: Greets new members and provides initial information.
- Scalable Knowledge Base: Stores and retrieves information from a Weaviate vector store.
- Webhook Integration: Easily integrates with Discord or other platforms that can send webhook requests.
- Interaction Logging: Logs all bot interactions to a Google Sheet for review and analysis.
How To Use
- Set up Discord Webhook: Create a Discord webhook and configure it to send POST requests to the n8n webhook URL.
- Configure LangChain Nodes:
- Text Splitter: Define
chunkSizeandchunkOverlapfor processing text. - Embeddings: Connect your OpenAI API credentials.
- Insert & Query (Weaviate): Configure your Weaviate API credentials and set the
indexNameto match your desired bot (e.g., 'discord_guild_welcome_bot').
- Text Splitter: Define
- Configure AI Agent:
- Memory: Set up
memoryBufferWindowfor conversational context. - Chat: Connect your HuggingFace API credentials.
- Agent: Configure the
promptTypeto 'define' and pass the incoming JSON from the webhook.
- Memory: Set up
- Google Sheets Integration: Connect your Google Sheets API credentials and specify the
documentIdandsheetNamefor logging. - Trigger the Workflow: Send messages to your Discord webhook to test the bot's functionality.
Apps Used
Workflow JSON
{
"id": "df8c34bc-f136-4e24-83c1-ff7bc2557c75",
"name": "Automated Discord Guild Welcome Bot with AI Search",
"nodes": 0,
"category": "Community & Chatbots",
"status": "active",
"version": "1.0.0"
}Note: This is a sample preview. The full workflow JSON contains node configurations, credentials placeholders, and execution logic.
Get This Workflow
ID: df8c34bc-f136...
About the Author
SaaS_Connector
Integration Guru
Connecting CRM, Notion, and Slack to automate your life.
Statistics
Verification Info
Related Workflows
Discover more workflows you might like
Universal CSV to JSON API Converter
Effortlessly transform CSV data into structured JSON with this versatile n8n workflow. Integrate it into any application as a custom API endpoint, supporting various input methods including file uploads and raw text.
Automate Local Business Outreach with AI-Powered Yelp Scraper
This workflow automates the process of scraping local business details from Yelp using AI, then leverages that data to send personalized partnership proposals via Gmail. It's perfect for sales and marketing teams looking to streamline lead generation and outreach campaigns.
Automate Getty Images Editorial Search & CMS Integration
This n8n workflow automates searching for editorial images on Getty Images, extracts key details and embed codes, and prepares them for seamless integration into your Content Management System (CMS), streamlining your content creation process.