RAG & Knowledge Basesfree

Automate Systematic Literature Reviews with Google Drive, GPT 4, Gemini, Qdrant and Airtable

by Jannik HillerUpdated Aug 2026

Requires

Google DriveGoogle GeminiOpenAI

Airtable

1/5

STEPS · 34

Run manually by an operator

On manual run, extracts Google Drive papers, embeds them into Qdrant, and summarizes findings with Gemini and OpenAI into Airtable.

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 summarizes it using OpenAI and a Qdrant knowledge base, then sends an SMTP reply.