RAG & Knowledge Basesfree

Turn Your Google Drive into an AI Powered Internal Knowledge Base with Semantic Search

by Rahul JoshiUpdated Aug 2026

Requires

Google Sheets

Gmail

Google DriveOpenAI

1/5

FLOWS

STEPS · 8

Run manually by an operator

Indexes Google Drive documents into a Pinecone vector store and answers semantic-search queries via webhook using OpenAI.

Emailreadimap with Email (IMAP) & Email (SMTP)

On incoming IMAP email, classifies and answers it with OpenAI agents and a Qdrant knowledge base, replying through Gmail.

Reads IMAP email, classifies and summarizes it with OpenAI and DeepSeek over Qdrant and Google Drive docs, replying via SMTP and Gmail.

On manual run, indexes documents into Pinecone, then a Gemini agent retrieves context and writes outputs to Google Docs, Sheets, and Drive.