RAG & Knowledge Basesfree

Create Dual Source Expert Articles with Internal Knowledge and Web Research Using Lookio, Linkup, and GPT 5

by Guillaume DuvernayUpdated Aug 2026

RequiresOpenAI

1/5

STEPS · 14

Starts on an incoming request

On form submission, researches internal and web sources via HTTP, then drafts expert articles in batches with an OpenAI chain.

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.