RAG & Knowledge BasesproFluxonLab library

WhatsApp RAG Assistant

by FluxonLab Importadapted from ExtractfromfileUpdated May 2026

RequiresOpenAI

1/5

FLOWS

STEPS · 10

Starts on a Whats App event

On a WhatsApp message, an OpenAI agent answers using an in-memory vector store with conversation memory and replies via WhatsApp.

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.

Embeds documents into Supabase with OpenAI, then lets a chat-triggered agent answer questions using the Supabase vector store.

On incoming IMAP email, classifies and summarizes it using OpenAI and a Qdrant knowledge base, then sends an SMTP reply.