RAG & Knowledge Basesfree

Instagram Lead Generation

by Fayzul NoorUpdated Aug 2026

RequiresOpenAI

Postgres

1/5

STEPS · 13

Run manually by an operator

On manual run, scrapes Instagram leads via HTTP, extracts details with OpenAI, and stores them in Postgres.

Google Docs — Google Gemini

On manual run, indexes documents into Pinecone, then a Gemini agent retrieves context and writes outputs to Google Docs, Sheets, and Drive.

On manual trigger, answers queries via a Gemini and OpenAI agent over a Pinecone vector store built from Google Docs, Sheets, and Drive.

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