RAG & Knowledge Basesfree

AI WhatsApp Support with Human Handoff Using Gemini, Twilio, and Supabase RAG

by ShadrackUpdated Aug 2026

Requires

Twilio

Google DriveOpenAI

Supabase

AirtableGoogle Gemini

1/5

STEPS · 22

Starts on a Google Drive event

On a WhatsApp message via Twilio, answers with a Gemini RAG agent over Supabase-embedded Drive docs, escalating to humans and logging in Airtable.

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, 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.