Query Google Sheets data and deliver insights to Slack with AI

How it works

1. 1.Receive webhook request and prepare data for processing
2. 2.Split text content and convert into numerical embeddings for semantic understanding
3. 3.Search the vector database intelligently and answer queries with context
4. 4.Execute AI agent using Anthropic model for analysis and summarization
5. 5.Retrieve relevant data from Google Sheets based on agent instructions
6. 6.Send results and reports to designated Slack channels automatically

Use cases

• Receive employee inquiries about sales data from Slack and return reports from Google Sheets instantly
• Monitor financial spreadsheets and send smart summaries to teams when important updates occur
• Automatically answer recurring customer questions based on a comprehensive Google Sheets database

Requirements

• Active Anthropic account with valid API Key configured
• Full access to Google Sheets and write permissions to target Slack channel or direct message
• Configured Supabase database connected to store and query embeddings

Service Value

Ready-made workflow template for automation delivery and service execution.