RAG & Knowledge Basesfree

Build a Knowledge Based WhatsApp Assistant with RAG, Gemini, Supabase & Google Docs

by iamvaarUpdated Aug 2026

Requires

Google Docs

SupabaseGoogle Gemini

1/5

FLOWS

STEPS · 7

Starts on a Whats App event

On a WhatsApp message, retrieves context from Supabase and Google Docs, then answers with a Gemini RAG agent over WhatsApp.

Prod: Notion to Vector Store Dimension 768

On a Notion page event, splits page content and embeds it with Google Gemini into a Pinecone vector store.

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.