
Memory Management in Action
Technical Implementation of Contextual AI Conversations
The Technical Solution:
- Each new user message is captured via webhook or frontend interface
- The workflow maintains a conversation array in n8n, storing all previous exchanges
- When a new message arrives, it's appended to the existing conversation history
- The complete conversation context is passed to OpenAI Assistant API
- OpenAI processes the request with full awareness of prior exchanges
- The response is captured, stored in the conversation history, and returned to the user
This implementation requires minimal setup: n8n (v1.28.0+), OpenAI API credentials, and an OpenAI Assistant already configured. The workflow handles all the memory management transparently.