RAG & Knowledge Basesfree

Google Sheets, Google Drive & Slack Automation

by Rahul JoshiUpdated Aug 2026

Requires

Google Sheets

Google DriveSlack

1/5

STEPS · 22

Starts on a Slack event

On a Slack message, an Azure OpenAI agent retrieves from Pinecone and Google Drive files, logs to Google Sheets, and replies in Slack.

Wait & HTTP Request — Google Gemini

When triggered, splits and embeds documents with Google Gemini into a Qdrant vector store, then classifies and extracts structured fields.

Fetches documents via HTTP, chunks and embeds them with Gemini into a Qdrant vector store, classifies, and extracts structured fields.

When files are added to Google Drive, embeds them into Pinecone with Gemini, letting a chat agent answer questions over the documents.