RAG & Knowledge Basesfree

Simple Deepresearch for Japanese Users for Publish

by Shun FukuchiUpdated Aug 2026

RequiresGoogle Gemini

Gmail

1/5

STEPS · 10

Run manually by an operator

On manual trigger, runs a Gemini agent with Tavily web search and emails the structured research summary via Gmail.

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.