Automate Document Q&A with Google Drive and Telegram using AI

Create a chat-based Retrieval-Augmented Generation (RAG) system that allows users to upload documents to Google Drive and query them via Telegram. This workflow uses AI to provide context-aware responses.

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Automate Document Q&A with Google Drive and Telegram using AI

This workflow integrates Google Drive, OpenAI, and Telegram to create an intelligent document query system. It watches a specified Google Drive folder for new uploads, processes the documents into vector embeddings, and stores them in memory. Users can then interact with a Telegram bot to ask questions about the documents, receiving responses generated by an AI agent that performs similarity searches and analyses the stored data. The system maintains short-term memory for improved conversational continuity.

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Last updated September 5, 2026
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How to import this workflow into n8n

  1. 1Purchase or download the workflow to get the n8n workflow JSON file.
  2. 2In your n8n instance, open Workflows and choose "Import from File" (or paste the JSON with Ctrl+V on the canvas).
  3. 3Open each node marked with a credential warning and connect your own accounts and API keys.
  4. 4Run the workflow once manually to verify the data flow, then toggle it to Active.

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