DEV Community

Cover image for Gemini + Facebook Bot with Hexabot.ai
Med Marrouchi
Med Marrouchi

Posted on • Edited on

13 10 10 10 10

Gemini + Facebook Bot with Hexabot.ai

In our latest video, we showcased the basics of Hexabot, diving into how to setup and build a basic chat flow. If you’ve been following along with our development journey, this is one video you don’t want to miss!

Here’s a breakdown of what we covered:

Natural Language Understanding (NLU) for Intent Detection

We demonstrated how Hexabot's NLU takes chatbot interactions to the next level. While simple keyword matching works in many cases, NLU allows the bot to truly understand user intent. For example, if the user says "good morning" or "hello," Hexabot can correctly detect the greeting intent and respond accordingly, regardless of the variation in phrases.

The NLU engine also allows you to train custom models by importing your own datasets. You can then configure the bot to identify and infer user intent, which is a game changer for more complex conversational flows.

Multilingual Support

With Hexabot’s robust multilingual support, you can easily create chatbots that speak multiple languages. The built-in localization manager makes it simple to define languages, translate messages, and ensure that your chatbot can communicate effectively with users around the world.

In our demo, we translated messages into French, enabling the chatbot to seamlessly switch between English and French, responding to users based on their preferred language. Imagine the possibilities for global customer engagement!

Google Gemini Integration for Generative AI

Next, we explored Hexabot’s integration with Google Gemini to unlock generative AI capabilities. This allows Hexabot to generate intelligent, context-aware responses based on user input, making conversations feel even more natural.

Installing the Gemini plugin is as simple as running a command in your terminal. Once set up, Hexabot can use the Gemini API to provide detailed responses, grounded in knowledge from predefined content. For example, we set up a scenario where Hexabot acts as a pizza shop assistant, offering real-time pizza suggestions like a pro!

Facebook Messenger Integration

To top it off, we demonstrated how to connect Hexabot to Facebook Messenger, enabling you to engage with users directly on your business page. By installing the Messenger channel plugin, Hexabot can communicate with your Facebook audience, providing real-time responses and handling customer queries effortlessly.

With easy-to-follow steps, you can configure your chatbot’s connection to Facebook, ensuring your chatbot is live and ready to assist customers on Messenger, whether it's for pizza orders or any other use case.


Want to Try Hexabot for Yourself?

If you're excited about the potential of Hexabot, now is the time to dive in! Whether you’re looking to build a multilingual chatbot, integrate powerful generative AI, or set up multi-channel support, Hexabot’s open-source framework is ready to handle it all.

Head over to our GitHub repo to get started and explore the full documentation.


 Star the Hexabot Github Repository ⭐

Have any questions or suggestions for future videos? Drop a comment below or join the conversation with our amazing community. Don’t forget to subscribe to our channel for more deep dives into Hexabot's capabilities!

Until next time, happy coding! 👾

Sentry blog image

How I fixed 20 seconds of lag for every user in just 20 minutes.

Our AI agent was running 10-20 seconds slower than it should, impacting both our own developers and our early adopters. See how I used Sentry Profiling to fix it in record time.

Read more

Top comments (0)

Image of Datadog

How to Diagram Your Cloud Architecture

Cloud architecture diagrams provide critical visibility into the resources in your environment and how they’re connected. In our latest eBook, AWS Solution Architects Jason Mimick and James Wenzel walk through best practices on how to build effective and professional diagrams.

Download the Free eBook

👋 Kindness is contagious

Please leave a ❤️ or a friendly comment on this post if you found it helpful!

Okay