RAG & Knowledge Basesfree

🤖 Create a Documentation Expert BOT with RAG, Gemini, and Supabase

by Lucas PeyrinUpdated Aug 2026

RequiresGoogle Gemini

Supabase

1/5

FLOWS

STEPS · 5

Starts from a chat message

On a schedule, scrapes and embeds documentation into Supabase with Gemini, powering a RAG agent that answers questions from the vector store.

Apple App Store reviews summary

On a schedule, fetches App Store reviews, embeds them into Pinecone, and posts an OpenAI-generated summary to Slack.

On a schedule, answers clinic queries with a GPT-4o-mini agent using Pinecone RAG, logging to Google Sheets and Docs and sending Gmail alerts.

On a schedule, indexes Google Drive and MySQL data into Pinecone, then answers questions with a Gemini agent writing to Google Docs.