Extract and analyze Google Sheets data with AI and send insights to Slack

How it works

1. 1.Receive incoming query through webhook and route it to the AI agent
2. 2.Split and embed Google Sheets content into vector representations using OpenAI
3. 3.Search the vector database to retrieve relevant information matching the query
4. 4.Analyze findings and generate insights using Anthropic model with conversation memory
5. 5.Send formatted results and recommendations to designated Slack channel

Use cases

• Answer employee questions about company data directly in Slack without manual lookup
• Automatically generate weekly sales reports and executive summaries from spreadsheet data
• Search large databases instantly and extract actionable intelligence on demand

Requirements

• Active Google Sheets account with read access to required spreadsheets
• Valid API keys for OpenAI and Anthropic services
• Supabase account with configured vector store for embedding storage
• Slack workspace with appropriate channel permissions for message posting
• Properly configured webhook URL to trigger automation from external applications

Service Value

Ideal as a smart automation service combining integrations and AI to produce ready-to-use results.