RAG & Knowledge Basesfree

Facebook Messenger AI Chatbot with Pinecone RAG

by Tristan VUpdated Aug 2026

RequiresOpenAI

1/5

FLOWS

STEPS · 3

Starts on an incoming request

On a Facebook Messenger webhook, runs an OpenAI agent with Pinecone retrieval and posts the generated reply back to the user.

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 a webhook query, answers from WordPress content embedded into a Supabase vector store, using OpenAI and Postgres chat memory.