
How the Code Tool Works
Building Intelligent Workflows with Minimal Technical Effort
Technical Architecture & Capabilities
The Code Tool serves as a powerful bridge between LangChain's AI capabilities and n8n's extensive integration ecosystem:
- LangChain Integration: Access to state-of-the-art language models, prompt templates, memory systems, and agents
- Custom Code Execution: Write and execute JavaScript or Python code directly within n8n workflows
- 422+ App Connections: Seamlessly connect AI processes with hundreds of apps like Slack, Google Workspace, CRMs, and databases
- Visual Workflow Builder: Design complex AI processes through an intuitive interface
- No AI Infrastructure Required: Leverage LangChain without managing any ML infrastructure