RAG & Knowledge Basesfree

AI-Powered Email Automation

by Belgacem DhiflaouiUpdated Aug 2026

RequiresOpenAI

Gmail

Google Docs

1/5

FLOWS

STEPS · 5

Run manually by an operator

From a manual trigger, embeds documents into Pinecone and runs an AI agent that answers emails via vector search and drafts Gmail replies.

Google Docs — Google Gemini

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

On manual trigger, answers queries via a Gemini and OpenAI agent over a Pinecone vector store built from Google Docs, Sheets, and Drive.

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