AI RAG chatbot for Google Drive docs with Gemini and Qdrant

Teams that keep their knowledge in Google Drive and want an internal chatbot that answers questions from those documents.

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Paste it straight onto an n8n canvas with Ctrl+V or Cmd+V.

Third party software. By copying, downloading or installing it you accept the Academy legal notice: you are responsible for reviewing its code and permissions before use.

ai-powered-rag-chatbot-for-your-docs-google-drive-gemini-qdrant.json

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What it does

An n8n workflow that reads documents from a Google Drive folder, splits them into chunks, extracts metadata with AI and stores them in Qdrant. A Gemini-powered chat then answers using the stored content, keeps chat history in Google Docs and sends Telegram notices for delete operations.

Use cases

01Answer staff questions from policy documents
02Search a shared Drive folder by asking
03Remove outdated files from the index safely

Connects

Telegram · Google Drive · Google Docs · AI Agent · LangChain Code · Embeddings OpenAI · OpenAI Chat Model · Simple Memory · Token Splitter · Default Data Loader · Qdrant Vector Store · Google Gemini Chat Model

Questions about
AI RAG chatbot for Google Drive docs with Gemini and Qdrant.

What is AI RAG chatbot for Google Drive docs with Gemini and Qdrant used for?

Teams that keep their knowledge in Google Drive and want an internal chatbot that answers questions from those documents. An n8n workflow that reads documents from a Google Drive folder, splits them into chunks, extracts metadata with AI and stores them in Qdrant. A Gemini-powered chat then answers using the stored content, keeps chat history in Google Docs and sends Telegram notices for delete operations.

How do I import AI RAG chatbot for Google Drive docs with Gemini and Qdrant into n8n?

Copy the workflow JSON from this page and paste it onto the n8n canvas with Ctrl+V or Cmd+V. Then connect your credentials in each node.

Is AI RAG chatbot for Google Drive docs with Gemini and Qdrant safe to use?

It passed our automatic scan for credential theft, hidden instructions and risky install commands. Third party open source software. Sabemos AI does not maintain it. Check the code and permissions before you connect it to company data.

Related resources

Read the guide: AI meeting notes into your systems ↗