RAG & Knowledge Basesfree

Guide Students with an AI Tutor Chatbot Using RAG, Intent Classification and GPT 4o Mini

by isaWOWUpdated Aug 2026

RequiresOpenAI

Google Sheets

1/5

STEPS · 14

Starts from a chat message

On a chat message, classifies intent and answers student questions using RAG over Pinecone with OpenAI, logging to Google Sheets.

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 new Google Calendar event, posts to Slack, retrieves context from a vector database, and answers with OpenAI.

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