RAG & Knowledge Basesfree

Simple RAG chatbot

by Ilyass KanissiUpdated Aug 2026

Requires

Google DriveOpenAI

1/5

FLOWS

STEPS · 5

Starts on a Google Drive event

On a new Google Drive file, indexes it into Pinecone, then answers chat questions with an OpenAI RAG agent and Cohere reranking.

OpenAI + Google Drive AI Workflow — Zendesk

On a chat message, an OpenAI agent answers using a Qdrant knowledge base built from Google Drive files and creates Zendesk tickets.

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.