How we built an AI powered chatbot to help Bubble developers build quicker

How we built an AI powered chatbot to help Bubble developers build quicker

THE PROBLEM

When developing on Bubble and you incur an issue, it's stressful going through the Bubble forum, Bubble documentation and Bubble YouTube videos.

When developing on Bubble and you incur an issue, it's stressful going through the Bubble forum, Bubble documentation and Bubble YouTube videos.

THE SOLUTION

We continue to support 1000s of developers to build with Bubble.


our team of product managers, Figma designers, and Bubble developers, we scoped, designed and developed an AI powered chatbot to support the Bubble community. We wanted a tool that could help Bubble developers find the answers they need as quick as possible, making the most of the advances in AI.

We continue to support 1000s of developers to build with Bubble.


our team of product managers, Figma designers, and Bubble developers, we scoped, designed and developed an AI powered chatbot to support the Bubble community. We wanted a tool that could help Bubble developers find the answers they need as quick as possible, making the most of the advances in AI.

Bubble Support
Bubble Support

Designing Simple &
Intuitive Chat
UI UX

As a team of expert Bubble developers, we designed this product first and foremost for ourselves.


When we incur something new on Bubble, for example, an unexpected bug, work with a new plugin or new documentation, we have to do our research. But that times time and can get us out of flow.


Our usual default is to ask someone in the team if they have incurred the issue. But someone may be busy and so you never get the answer you need.


With the advances in no code and AI, we wanted to create an intuitive chatbot that supports our Bubble developers and the Bubble community to get what they need.


Our focus for the design was to build on the prominent chat style, and prompt users with some of the most popular Bubble questions.


Bubble community
Bubble community

"This saves me so much time"

"This saves me so much time"

Using LangChain,
Open AI & Python To
Scrape
Bubble Documentation
& Train The Chatbot

Bubble documentation is a helpful and comprehensive guide to those building with Bubble. It's the backbone of Bubble and we wanted to ensure this was a key part of the chatbot.


To use the documentation, we used our expertise in scraping and indexing allowing the support chatbot to efficiently access a vast repository of knowledge.


We implemented a robust Python-based scraping mechanism, extracting texts and metadata from HTML files hosted on GitHub. The data was then structured into a well-organized index, enabling the chatbot to respond rapidly and accurately to user queries.


By organising the extracted data into a comprehensive index, Bubble developers can now effortlessly find answers to their queries, optimising their app development journey. With this feature, Bubble.io developers gained easy access to a wealth of valuable information, improving their development experience.

mobile app
mobile app

Empowering Precise Query Resolution With AI-Driven Natural Language Search

Empowering Precise Query Resolution With AI-Driven Natural Language Search

By integrating GPT-4 language models and employing advanced search algorithms, our chatbot unpacks complex queries, enabling it to return the most relevant results.


This AI-driven approach gives an intuitive and seamless interaction between developers and the chatbot, ensuring accurate and timely query resolution.


This enables developers to ask any question from bugs to integrations, and get the answer they need within seconds.


Deployed on Heroku, Live on Bubble & Designed on Figma Scalability To Support a Growing Developer Community

Deployed on Heroku, Live on Bubble & Designed on Figma Scalability To Support a Growing Developer Community

Our team expertly deployed the chatbot using Flask and Heroku, harnessing the power of virtual environments and efficient dependency management. This ensured a smooth user experience and the ability to handle numerous concurrent queries. As the Bubble.io developer community continues to grow, our chatbot remains a reliable and indispensable resource, always ready to support developers in their journey.


Given the speed and power of no code, we used Bubble for the front end. Having designed on Figma, we ended our designs were pixel perfect going from Figma to Bubble.


Enhancing Answers With Documentation & Forum Links

Enhancing Answers With Documentation & Forum Links

The Bubble documentation is an incredible and comprehensive resource but sometimes lacks detail. Every Bubble query is different and we needed to enhance responses with more than just the information from the documentation.


The Bubble community is passionate and helpful. Sometimes the most helpful information is within the community itself and so we needed to integrate this through the Forum.


To do so, we integrated SERP API so whenever a question was asked to the Bubble Buddy, it would also included the most relevant forum responses.


Loved By The
Bubble
Community
& Featured In The
Biggest AI
Newsletter

Loved By The
Bubble
Community
& Featured In The
Biggest AI
Newsletter

Loved By The
Bubble
Community
& Featured In The
Biggest AI
Newsletter



The moment we launched Bubble Buddy, it was instantly received by the Bubble community via Forum posts, tweets and emails.


It was featured at the top of Ben's Bites, the fastest growing AI newsletter.


The moment we launched Bubble Buddy, it was instantly received by the Bubble community via Forum posts, tweets and emails.


It was featured at the top of Ben's Bites, the fastest growing AI newsletter.


chatbot supporting bubble developers
chatbot supporting bubble developers

THE RESULT

An AI Powered Chatbot Supporting Bubble Developers

An AI Powered Chatbot Supporting Bubble Developers

We took this project from idea to launch.


We designed the brand look and feel. We designed the screens of the web app on Figma and developed this on Bubble.


This was brought to life with our team of expert Bubble developers, Figma designers and product managers.

We took this project from idea to launch.


We designed the brand look and feel. We designed the screens of the web app on Figma and developed this on Bubble.


This was brought to life with our team of expert Bubble developers, Figma designers and product managers.

Get in touch

We’ll get to learn about your customers, their inspiration and vision. This process will heavily involve you as the client to help us understand the problem and we'll provide you a no-code solution.

Book A Meeting

OR

Share Your Idea

Get in touch

We’ll get to learn about your customers, their inspiration and vision. This process will heavily involve you as the client to help us understand the problem and we'll provide you a no-code solution.

Book A Meeting

OR

Share Your Idea

Get in touch

We’ll get to learn about your customers, their inspiration and vision. This process will heavily involve you as the client to help us understand the problem and we'll provide you a no-code solution.

Book A Meeting

OR

Share Your Idea