Self-Hosted LLM Architecture

Self-Hosted LLM Architecture

How the Workflow Processes Data Securely On-Premises

The Technical Implementation:

  1. Local LLM Deployment: Mistral NeMo runs within your infrastructure via Ollama
  2. n8n Integration: The workflow connects to your LLM through LangChain nodes
  3. Basic LLM Chain: Processes text with customized system prompts for data extraction
  4. Structured Output Parser: Converts LLM responses into consistent JSON format
  5. 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.