Technical Components

• Natural Language Processing: Translates user questions into precise Airtable queries
• Dynamic Data Retrieval: Fetches relevant records based on conversational context
• Memory Management: Maintains conversation history for contextual awareness
• Computational Engine: Performs calculations and analysis directly on retrieved data
• Integration Framework: Connects seamlessly with n8n workflows and external tools

The solution leverages n8n's automation capabilities with HTTP Request nodes and Airtable integration to create a responsive, intelligent system that feels like chatting with a knowledgeable colleague.