RAG & Knowledge Basesfree

Document Based Chatbot with Memory Using OpenAI, Pinecone and Google Drive

by SallyUpdated Aug 2026

Requires

Airtable

Google DriveOpenAIOpenRouter

1/5

FLOWS

STEPS · 12

Starts from a chat message

On a chat message, answers from Google Drive documents indexed in Pinecone using OpenAI and OpenRouter, logging interactions to Airtable.

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 webhook input, an OpenAI agent answers from a Qdrant store of Google Drive docs, books Google Calendar events, and replies on Telegram.