- Jun 14, 2024
What I've learned from building three versions of an AI knowledge base specialized on Service Design
- Daniele Catalanotto
- Second Brain, AI
Published in the Backstage Blog
In this article, I share a 22 minute reflection on the process of creating a service design knowledge base using AI. In it I share the prototypes I’ve created, key lessons learned, and discuss future plans. You'll also find a summary of the video below.
The video
Use the chapters to navigate to a specific part of the video
Summary of the video
This summary was produced with Descript using the transcript of the video. I've reviewed it, adapted it and shortened it where necessary.
Why Build an AI Knowledge Base?
Over the years, I’ve written tons of content about service design, including books, templates, and courses. However, the more content I created, the more overwhelming it became to manage. That’s when I was inspired by AI demos that integrated books into AI, making it possible to ask questions to all my content in one place.
Key Points:
Consolidates scattered content
Eases access to numerous Q&As
Valuable tool for personal use
Enhances self-reflection and learning
Bridges content gaps efficiently
Personal Benefits of an AI Knowledge Base
An AI knowledge base isn’t just beneficial for others; it significantly helps me too. As someone who has written extensively, there are times I forget specific details, but I remember the reflection and its usefulness.
Key Points:
Useful for personal reflection
Helps recall precise details
Motivates continuous writing and learning
Enhances content synthesis
Supports ongoing exploration and curiosity
Why AI
My aim with this AI knowledge base isn’t to replace human interaction but to elevate it. The AI can aggregate and summarize my extensive content, making it easier for users to discover hidden insights.
Key Points:
Not a replacement for human interaction
Reveals hidden content insights
Simplifies information discovery
Encourages deeper exploration
Stimulates new interactions and learning
Benefits of Building Your Own Knowledge Base
Creating your own knowledge base offers numerous advantages, from enhanced personal reflection to being a valuable resource for others. Here’s why you should consider building one:
Key Points:
Enhances learning through teaching
Stimulates ongoing curiosity
Beneficial for others
Personal archive of insights
Improves memory retention
Adding AI to Your Knowledge Base
Integrating AI into your knowledge base can be a game-changer. Many AI tools on the market are expensive and complex, but building your own AI tools showcases the simplicity and effectiveness, along with the following benefits:
Key Points:
Offers critical insights into AI tools
Consolidates diverse content
Produces useful summaries
Creates a robust custom tool
Benefits others while minimizing costs
Prototype 1: SiteGPT and Podia
My first prototype utilized SiteGPT and Podia, but it encountered several issues:
Key Points:
High pricing
Manual content addition
Limited automation
Useful for small-scale prototypes
Unsustainable for long-term use
Prototype 2: Intercom and Fin
Transitioning to Intercom and Fin provided some improvements, but it still had drawbacks:
Key Points:
Effective user interface
Simple navigation
Hidden AI chatbot
Pushy sales tactics from Intercom
High costs
Prototype 3: Podia, GPT and Custom Google Search
I'm still prototyping the next version that will be made with ChatGPT GPT feature, a custom Google Search and Podia.
Key Points:
Prototyping with Podia, ChatGPT, and Google search
Emphasizing ease of use
Reducing costs
Continuously learning and evolving
Summary
By creating your own knowledge base, you'll enhance your personal growth and facilitate a deeper understanding of your expertise. So, I encourage you to embark on this journey and explore the wonders of AI-assisted knowledge management.
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I worked with clients from all over the world to help them find innovative solutions to their problem. I've been blessed to be able to learn a lot.
Today I want to share these learnings back with the community. That's why I've built the Swiss Innovation Academy.