RAG & Knowledge Basesfree

WhatsApp Group Chat with Your Vector Database — No Facebook Business Required

by Cecilia MukimaUpdated Aug 2026

RequiresOpenAI

Google Drive

1/5

FLOWS

STEPS · 5

Starts on a Google Drive event

On an incoming WhatsApp webhook, answers questions with an OpenAI agent grounded in a Pinecone store indexed from Google Drive files.

Google Drive Document Q&A API

Loads Google Drive documents into a Qdrant vector store and answers questions via webhook using OpenAI retrieval QA.

On a webhook, an OpenAI RAG agent over Qdrant answers questions, checks Google Calendar, and replies; indexes Google Drive docs.

On webhook input, an OpenAI agent answers from a Qdrant store of Google Drive docs, books Google Calendar events, and replies on Telegram.