RAG & Knowledge Basesfree

Document RAG & Chat Agent: Google Drive to Qdrant with Mistral OCR

by DIGITAL BIZ TECHUpdated Aug 2026

RequiresOpenAI

Google DriveMistral

1/5

FLOWS

STEPS · 6

Starts from a chat message

Ingests Google Drive documents with Mistral OCR into a Qdrant vector store, then answers chat queries through an OpenAI RAG agent.

Build a Chatbot, Voice Agent and Phone Agent with Voiceflow, Google Calendar and RAG

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.

On a webhook, an OpenAI agent answers WhatsApp queries using Google Drive documents indexed in a Qdrant vector store.