- Prompt Entrepreneur by Kyle Balmer
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- Building an AI Team using AI PART 1
Building an AI Team using AI PART 1
Prompt Playbook: Building an AI Team
Hey Prompt Entrepreneur,
First up thank you for your patience.
Iāve been away for the last couple of weeks on a much needed holiday.
I was (fast!) approaching burnout so booked a holiday in Madeira for a couple of weeks. I basically needed to get away and refresh before I got sick.
Not so fast!
Turns out my passport was invalid - despite being in date. Long, boring story but basically I couldnāt fly. Got turned away literally at the airport gate before boarding.
Thankfully, when friends and family found out we quickly received lots of invites to go stay with them around the country - the holiday was converted into 2 weeks around the UK.
What could have been a devastating set-back turned into a wonderful reminder of all the people who care about me. It was quite humbling! So in the spirit of Thanksgiving Iām very thankful for the last couple of weeks.
Now Iām back and have a lot more energy!
So expect exciting things from Prompt Entrepreneur as we move into the end of the year.
This week weāll be looking at building your own GPT agents that will work for you and your business.
Weāre building team members.
This may sound super technical. But thanks to the new ChatGPT ācustom GPTā feature itās very simple.
By the end of the week youāll have 4 new team members working for you.
Weāll be covering:
Part 1: Getting started with custom GPTs for business
Part 2: Building a social media content GPT
Part 3: Building a newsletter GPT
Part 4: Building a sales copywriter GPT
Part 5: Building a business scaling coach GPT
Letās get started:
Getting started with custom GPTs for business
Custom GPTs are a brand new feature in ChatGPT. Youāll need a paid plan to deploy them. If no other feature has prompted you to upgrade this might be the one!
Custom GPTs basically allow you to make, train, refine and launch your own GPT.
ChatGPT is a āgenericā model - it can do anything you throw at it.
But because it can do everything its results are often generic too!
Itās a jack of all trades and a master of none.
Because of this we need to provide ChatGPT with prompts that give it specific instructions and definitions. For example I start most prompts with āact as a Xā - this is a way to make it more specific, less generic.
We have to do this every time we use ChatGPT which, for repeated tasks, is a waste of time.
With custom GPTs we can instead create an āagentā - basically a team member that does specific tasks for us.
Tomorrow for example Iāll show you how to build an agent thatāll write social media content for you. This agent will be like hiring a social media marketing manager.
Itās one role, one job. And because of this specificity we can train it to produce better results.
This is the power of custom GPTs - specificity.
What sort of business tasks should we be producing GPTs for? This is a big question! Far larger than what we can cover in this newsletter!
It will depend entirely on the business itself and how itās run.
Useful applications of AIs for an eCommerce store will be vastly different to applications for a hairdresser.
In general though we want to find tasks that are:
repetitive
time consuming
text/writing based
formulaic
low impact when errors
minimal human input needed
Identifying these is a whole business-design process. If you are interested in running this for your business/charity reach out to me directly as I provide this as a consultancy service.
As an example though letās also build a custom GPT tool to help us with this exact problem! Weāll build a brainstorming tool that helps us work out where to use AI in our business.
Head into ChatGPT > Explore > MyGPTs > Create a GPT.
Again, youāll need a paid ChatGPT account for this!
Youāll see this interface:
On the left is where we Create our GPT.
On the right is a Preview version where we can test it out live as we build.
The basic idea is we build in the left, test on the right and use the test to suggest improvements in the left hand panel.
To start letās paste in this set of set up instructions in the left hand side (in āMessage GPT Builderā):
Create a custom GPT usage brainstorming tool.
The tool will be used by business owners to brainstorm ideas for custom GPTs and AIs that can be used in their business.
Start by asking for details about the business, collecting context to generate the initial list of ideas. Prompt for webpages with company details.
Focus on ideas that are:
-repetitive
-time consuming
-text/writing based
-formulaic
-low impact when errors
-minimal human input needed
After EVERY output provide the user with these numbered options
1. refine specific idea (ask for number)
2. provide more ideas
3. combine multiple ideas (ask for numbers)
4. save ideas (ask for numbers)
5. list saved ideas
6. remove idea (ask for number)
7. finalise and summarise
This will piece together the basics of a brainstorming tool. This is a very basic tool to get started with. Over the week weāll work on making them more complex and try out different techniques.
Prompt Output:
This will create the basics of a tool to help you brainstorm - hereās the first question the tool asks:
From here Iād recommend using your new tool a few times to test it out.
Note down what works and what doesnāt work.
For example in the above screenshot you can see my GPT forgot to ask me for a website - despite this being in my initial instructions.
To rectify this my feedback will include āmake sure to ask for a website during the initial information collection phaseā. ChatGPT will remember this and do better next time.
This is the basic process weāll be using to ātrainā our new team member - Iāll go into more depth as we explore more over the week.
For now just have a play with both i) creating/refining the tool and ii) using the tool to brainstorm ideas for further GPTs for your business.
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Pulling it together
Our first tool is nice and basic, just to get you used to the interface.
Over the week weāll look at more complex usages like importing your own documents as training data.
Weāll cover 4 different GPTs across the week. Hopefully they are all immediately useful to your business.
As well as that by going through the process of building alongside me youāll learn the skills required to build your own custom GPTs.
A reminder of what weāre covering this week :
Part 1: Getting started with custom GPTs for business
Part 2: Building a social media content GPT
Part 3: Building a newsletter GPT
Part 4: Building a sales copywriter GPT
Part 5: Building a business scaling coach GPT
Until then, keep PROMPTING!
Kyle