Turn your documents, FAQs, and internal knowledge into an AI agent that actually answers questions accurately — instead of a generic chatbot that makes things up.
This system:
Uses Google Sheets as a vector store with real cosine similarity search — no expensive vector database needed
Retrieves the most relevant information before answering, reducing hallucinations
Can trigger real actions like calendar bookings or Slack alerts when it can't answer confidently
Fully editable — update your knowledge base by editing a spreadsheet, no redeployment needed
Built on n8n + OpenAI API + Google Sheets — lightweight, transparent, and yours to keep.
Every project starts with a short call to review your knowledge sources and how the agent should behave before I build anything.
Turn your documents, FAQs, and internal knowledge into an AI agent that actually answers questions accurately — instead of a generic chatbot that makes things up.
This system:
Uses Google Sheets as a vector store with real cosine similarity search — no expensive vector database needed
Retrieves the most relevant information before answering, reducing hallucinations
Can trigger real actions like calendar bookings or Slack alerts when it can't answer confidently
Fully editable — update your knowledge base by editing a spreadsheet, no redeployment needed
Built on n8n + OpenAI API + Google Sheets — lightweight, transparent, and yours to keep.
Every project starts with a short call to review your knowledge sources and how the agent should behave before I build anything.