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November 4, 2025

How to build your own multi-modal WhatsApp chatbot with Llama 4

Building intelligent chatbots on WhatsApp is a great way to enhance your services or product offerings. With the ability to handle various data types such as images and audio,your bot can scale to support more users as your business grows. This tutorial will walk you through the process of integrating your services with a WhatsApp chatbot, using Llama 4 to handle multiple use-cases. To achieve this setup, we’ve built an end to end recipe that enables you to build your own AI assistant on WhatsApp, using Llama 4’s native multimodal capabilities.

You’ll learn how to:

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Build an AI assistant on WhatsApp with Llama 4's native multimodal capabilities
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Understand the architecture of a multimodal WhatsApp chatbot, including backend services and media handling
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Customize the implementation for specific use cases like customer support, personal AI assistants, or interactive business communication

Start building your own intelligent conversational experiences today! Get started with WhatsApp Llama 4 multimodal chatbot development with the Github recipe:

Explore the GitHub recipe

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