
Self-Hosted LLM Architecture
How the Workflow Processes Data Securely On-Premises
The Technical Implementation:
- Local LLM Deployment: Mistral NeMo runs within your infrastructure via Ollama
- n8n Integration: The workflow connects to your LLM through LangChain nodes
- Basic LLM Chain: Processes text with customized system prompts for data extraction
- Structured Output Parser: Converts LLM responses into consistent JSON format
- Error Handling: Auto-fixes malformed outputs to ensure reliable operation
Key Technical Advantage: All data processing happens locally—sensitive information never leaves your network, eliminating data transmission risks while maintaining full processing power.