Build an AI WhatsApp Bot with Visual Workflow Builder
Table of Contents
- Introduction
- Building Your Own AI-Powered WhatsApp
- Getting Started with Bill
- Using the Starter WhatsApp Chat GPT Template
- Connecting Your 12o Sender Number
- Configuring the OpenAI Chat Node
- Setting Up the Tilio SMS Sender Node
- Deploying Your Workflow
- Testing and Debugging with Bill Ship
- Conclusion
Building Your Own AI-Powered WhatsApp
In this article, we will explore how You can build your own AI-powered WhatsApp using Bill, a new visual backend builder that combines the ease of no code with the power of low code. With Bill, you can Create truly powerful APIs, workflows, and backend logic that can be integrated into your own applications. We will also be using OpenAI for generating all replies and Tilio for sending the WhatsApp messages.
Introduction
Building your own AI-powered WhatsApp can be a game changer for your business. It allows you to automate customer interactions, provide personalized experiences, and Scale your communication efforts. In this article, we will walk you through the process of building your own WhatsApp using Bill.
Getting Started with Bill
To get started, you need to sign up for Bill and create a new workflow. Bill provides a range of pre-built nodes that you can use in your workflow. If the node you're looking for is not available, you can even create your own using AI. For this demonstration, we will be using the OpenAI and Tilio nodes.
Using the Starter WhatsApp Chat GPT Template
Bill offers a starter WhatsApp chat GPT template that you can use as a base for your workflow. This template generates the trigger and all the nodes required for your workflow to work. To use the template, simply select it when creating a new workflow in Bill Ship.
Connecting Your 12o Sender Number
Before we proceed, we need to connect our 12o sender number to our workflow. Copy the endpoint URL of your workflow and go to the WhatsApp sender section in the Tilio dashboard. Select your sender number and paste the workflow endpoint in the web hook URL. Make sure the HTTP method is set to POST and click update.
Configuring the OpenAI Chat Node
The OpenAI chat node is responsible for generating our replies. In this node, you can configure the system prompt, specify the GPT model, temperature, and more. To set up the OpenAI API, select the expression icon next to the OpenAI secret input field and select Secrets. If you don't already have an OpenAI secret, you can easily create one by clicking add Secret at the bottom. Enter a name for your secret and paste your OpenAI secret value. Then, select your newly created secret.
Setting Up the Tilio SMS Sender Node
The Tilio SMS sender node is responsible for sending back the GPT-generated replies. To set up Tilio, select the expression icon next to the Tilio secrets input field and select Secrets. Add a new secret with the name "Tilio" and the value in JSON format. The node requires an out token and account SID, which you can get from your Tilio account. Once you have the JSON in the right format, paste it as the value and save the secret. Replace the placeholder values in the node with your actual secrets and the WhatsApp sender number.
Deploying Your Workflow
With all the configurations in place, you can now deploy your workflow. Click the deploy button and wait for the deployment to finish. Once deployed, you can test if everything works in WhatsApp by sending a test message. After a few seconds, you should receive a GPT-generated reply. Test it further by sending another test message.
Testing and Debugging with Bill Ship
Bill Ship provides a built-in testing feature that allows you to test the behavior of your nodes during development without deploying the entire workflow. You can manually enter the values corresponding to the inputs of the node you're testing and evaluate its logic using the provided inputs. This helps you identify any flaws or bugs before deploying to your production environment.
Conclusion
Building your own AI-powered WhatsApp using Bill is a powerful way to automate customer interactions and provide personalized experiences. With the combination of OpenAI for generating replies and Tilio for sending messages, you can create a seamless and efficient communication system. Explore more of Bill's potential and capabilities to unlock even more impressive features for your workflow.
Highlights
- Build your own AI-powered WhatsApp using Bill
- Combine the ease of no code with the power of low code
- Use OpenAI for generating replies and Tilio for sending messages
- Connect your sender number and configure the workflow
- Deploy your workflow and test it in WhatsApp
- Debug and test your nodes using Bill Ship's testing feature
FAQ
Q: Can I use any sender number for my AI-powered WhatsApp?
A: Yes, you can connect any sender number to your workflow in Tilio.
Q: Can I customize the OpenAI chat node to generate specific replies?
A: Yes, you can configure the system prompt and GPT model in the OpenAI chat node.
Q: How can I test my workflow without deploying the entire workflow?
A: Bill Ship provides a testing feature that allows you to test individual nodes and their logic using the provided inputs.
Q: What if I encounter bugs or issues in my workflow?
A: Bill Ship's testing feature can help you identify any flaws or bugs in your nodes before deploying them to your production environment.
Q: Can I create my own custom nodes using AI?
A: Yes, you can create your own custom nodes using AI in Bill.
Q: Is it easy to deploy and manage the workflow in Bill?
A: Yes, Bill provides a user-friendly interface for deploying, managing, and testing your workflow.
Resources