Analyze Google Sheets data and send insights to Slack with AI

How it works

1. 1.Receive incoming request via webhook and route to the AI agent
2. 2.Split and vectorize sheet data using OpenAI embeddings for semantic search
3. 3.Query Weaviate vector store to retrieve contextually relevant information
4. 4.Process user request through Anthropic LLM with buffered conversation memory
5. 5.Send formatted response directly to designated Slack channel

Use cases

• Automatically generate analytical reports from sales data to team channels
• Answer employee questions about company metrics on-demand in Slack
• Monitor KPIs and alert teams when important thresholds are crossed
• Create weekly project summaries from shared tracking spreadsheets

Requirements

• Google Sheets account with read access to required data tables
• Slack workspace with app permissions and channel access configured
• Valid API keys for OpenAI and Anthropic language models
• Weaviate vector database instance or equivalent vector storage service

Service Value

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