WhatsApp chatbot for text, voice, images and PDF with RAG

Support teams and knowledge managers who want staff to get answers from product documentation through WhatsApp.

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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-whatsapp-chatbot-for-text-voice-images-and-pdf-with-rag.json

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What it does

Two n8n workflows. The first imports product documentation from Google Docs, splits it into chunks, creates embeddings with OpenAI and stores them in a MongoDB Atlas vector store. The second answers WhatsApp messages (text, voice, images or documents) by retrieving relevant chunks.

Use cases

01Answer a product question sent as a text message
02Transcribe a voice note and reply from the docs
03Read a screenshot or PDF and give context

Connects

HTTP Request · Google Docs · WhatsApp Business Cloud · Code · AI Agent · Embeddings OpenAI · OpenAI Chat Model · Simple Memory · Recursive Character Text Splitter · Default Data Loader · OpenAI · MongoDB Atlas Vector Store

Questions about
WhatsApp chatbot for text, voice, images and PDF with RAG.

What is WhatsApp chatbot for text, voice, images and PDF with RAG used for?

Support teams and knowledge managers who want staff to get answers from product documentation through WhatsApp. Two n8n workflows. The first imports product documentation from Google Docs, splits it into chunks, creates embeddings with OpenAI and stores them in a MongoDB Atlas vector store. The second answers WhatsApp messages (text, voice, images or documents) by retrieving relevant chunks.

How do I import WhatsApp chatbot for text, voice, images and PDF with RAG 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 WhatsApp chatbot for text, voice, images and PDF with RAG 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 customer service agents ↗