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WhatsApp Chatbot RAG Workflow

AI-Powered WhatsApp Chatbot for Text, Voice, Images, and PDF with RAG

Build advanced WhatsApp chatbots that can answer questions from text, voice, images, and PDF documents. Leverage Retrieval-Augmented Generation (RAG), semantic search, and vector databases for instant, accurate responses.

Workflow Overview

  • Manually triggered to import product documentation from Google Docs.
  • Automatically splits large documents into chunks for efficient searching.
  • Generates vector embeddings for each chunk using OpenAI embeddings.
  • Inserts the embedded chunks and metadata into a MongoDB Atlas vector store, enabling fast semantic search.