RAG & Knowledge Basesfree

Recursive Hybrid RAG 1

by Mohsin AliUpdated Aug 2026

Requires

Google DriveOpenAIGoogle Gemini

1/5

FLOWS

STEPS · 18

Starts on a Google Drive event

On new Google Drive files, summarizes and embeds content with OpenAI into a Supabase vector store, then answers queries via an OpenAI/Gemini agent.

Drive Document Chat Agent

When files are added to Google Drive, embeds them into Pinecone with Gemini, letting a chat agent answer questions over the documents.

When files are added to Google Drive, indexes them into Milvus with Cohere embeddings so an OpenAI chat agent answers questions.

Embeds new Google Drive files into Pinecone using Gemini; a chat agent answers questions from the vector store.