AI Agents
Build an intelligent chatbot agent with vector knowledge retrieval
7 nodes
586
226
Automatic trigger
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Details
Trigger
Automatic trigger
Nodes
7
Apps
6
Views
586
Downloads
226
How to Use
- 1.Click "Download Template"
- 2.Open your n8n dashboard
- 3.Go to Workflows > Import from File
- 4.Select downloaded file and configure credentials
Workflow Description
This automation receives messages through a chat interface and routes them to an intelligent agent powered by Anthropic's Claude. The agent searches a Pinecone vector database for relevant information and responds with contextually accurate answers based on your stored knowledge base.
How it works
- 1.Receive the user message from the chat trigger
- 2.Convert text to embeddings using OpenAI
- 3.Search Pinecone vector database for relevant information
- 4.Process the query and context through Claude AI agent
- 5.Return the response to the user in chat
Use cases
- Deploy an automated customer support system answering common questions
- Build an intelligent assistant that queries an internal knowledge base
- Automate responses to inquiries with full contextual understanding
Requirements
- Anthropic Claude API key
- OpenAI API key for embeddings
- Active Pinecone account with pre-configured vector database
- Chat Trigger enabled in n8n
Service Value
Ideal as a smart automation service combining integrations and AI to produce ready-to-use results.
Apps Used
Chat Trigger
N8N
AI Agent
Anthropic
Vector Store
OpenAI
Nodes Used (7)
When chat message received
Chat Trigger
n8n
N8N
Workflow Link
Set
n8n Builder
Agent
Opus 4
Lm Chat Anthropic
Pinecone Vector Store
Vector Store Pinecone
Embeddings OpenAI
OpenAI
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