RAG & Knowledge Basesfree

Tour Package Recomendation Database - Process Tour PDF

by Mohan GopalUpdated Aug 2026

Requires

Google DriveOpenAI

1/5

STEPS · 8

Run manually by an operator

On manual trigger, loads tour PDFs from Google Drive, splits and embeds them with OpenAI, and indexes them in a Pinecone vector store.

Email AI Auto responder. Summerize and send email

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

Reads IMAP email, classifies and summarizes it with OpenAI using Qdrant and Google Drive documents, then sends a reply via SMTP.

On manual trigger, answers questions via an OpenAI retrieval-QA chain backed by a workflow retriever.