RAG & Knowledge Basesfree

Build a Document Qa System with Google Drive, Pinecone, and OpenAI RAG

by Abdullahi OsmanUpdated Aug 2026

Requires

Google DriveOpenAI

1/5

STEPS · 10

Starts on a Google Drive event

On a Google Drive file change, embeds documents into Pinecone with OpenAI, then answers chat questions through a RAG agent.

Drive Knowledge Base Chat Agent

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

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

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