RAG & Knowledge Basesfree

Reranks #1

by Khairul MuhtadinUpdated Aug 2026

Requires

Google DriveOpenAI

Google Sheets

1/5

FLOWS

STEPS · 8

Starts on a Google Drive event

Indexes Google Drive documents into a Supabase vector store and answers queries with a reranking OpenAI RAG agent, logging to Google Sheets.

Chat File Agent with HTTP Request

On a chat message or Google Drive upload, embeds files into Supabase and answers questions with an OpenAI RAG agent.

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.