RAG & Knowledge Basesfree

Bundle RAG Upload

by Automate With MarcUpdated Aug 2026

Requires

Google DriveOpenAI

1/5

STEPS · 8

Starts on a Google Drive event

On a Google Drive file event, loads and splits documents, embeds them with OpenAI, and upserts the vectors into Pinecone.

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

On a webhook chat query, retrieves answers from Google Drive documents embedded in Qdrant using OpenAI and responds to the request.