This is where n8n really shines. The Vector Store node:
Connects directly to Pinecone
Handles embedding searches automatically
Returns relevant company info
One node = entire knowledge base access.
This is where n8n really shines. The Vector Store node:
Connects directly to Pinecone
Handles embedding searches automatically
Returns relevant company info
One node = entire knowledge base access.
Traditional chatbots lose context. With n8n's memory nodes:
Simple Memory: Stores recent conversation
Vector Store Memory: Accesses company documents
All managed through n8n's interface.
Traditional chatbots lose context. With n8n's memory nodes:
Simple Memory: Stores recent conversation
Vector Store Memory: Accesses company documents
All managed through n8n's interface.
OpenAI model selection
Prompt engineering within the interface
Tool calling (for knowledge base searches)
Response formatting
OpenAI model selection
Prompt engineering within the interface
Tool calling (for knowledge base searches)
Response formatting
Instant endpoint for your chatbot
No server setup. No API management headaches.
Instant endpoint for your chatbot
No server setup. No API management headaches.
Webhook Node: Captures incoming customer messages
AI Agent Node: The brain powered by OpenAI
Memory Node: Store conversation context
Vector Store Integration: Access company knowledge base
Webhook Node: Captures incoming customer messages
AI Agent Node: The brain powered by OpenAI
Memory Node: Store conversation context
Vector Store Integration: Access company knowledge base
lovable.dev
lovable.dev