RAG & Knowledge Basesfree

New CTO And Updating 1

by Rahul JoshiUpdated Aug 2026

Requires

Google DriveSlack

Google Sheets

1/5

STEPS · 39

Starts on a Google Drive event

On a new Google Drive file, embeds it into Pinecone with Azure OpenAI, runs an AI agent, logs results to Google Sheets, and notifies 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.

On a Slack or chat message, a RAG agent retrieves from Pinecone using OpenAI and Anthropic models and replies via Gmail.