hi friends in this video I will show you step by step how to build tiny small AI agents and sell them online we will cover what tiny AI agents are the core engine of the agent which is the llm router then we are going to build together a real AI agent a real small agent and will give it to you so you can duplicate and build similar agents then I will show you three methods to sell these agents online so you can build three income streams based on one simple tiny AI agent if you are
ready let's get started this video is sponsored by skillshare so let's thought and understand idea behind tiny AI agents first in 30 seconds what is an AI agent it is simply a combination of a language model like GPT models from open AI or Clos from entropic any language model or Gemini plus a set of tools that this language model can call and use plus memory so the agent can remember what's doing the thoughts and more importantly the agent will work by itself so it will think about the task it will decide what action to take
it will take it then return back to the result this is in short the idea of AI agents it's autonomous agent that can think and decide and do the task you assigned to it for example if you tell an AI agent to optimize your web page for traffic the first step it will think oh I need to scan the page analyze it and see what's wrong in it it will run an audit on the page then it will detect what's wrong then it will suggest back some optimizations and so on it's like having someone working
on a task you give the task and they will take care of everything and return back a report or the result or the outcome now what do I mean by a tiny small agent simply it is an agent an AI agent that is pre-built to take specific actions based on specific parameters and input it is small at the same time it Prov provides highly valuable and precise results and what's nice about these agents these tiny agents we can develop easily and fast and quickly and provide very high value to users and clients as you will
see now in the video on the side some people may argue that these tiny AI agents are called Ai workflows and not agents because we don't have autonomous thinking and thoughts and so on really I don't care about definitions now and what is an AI agent exactly and what is an AI autonomous system what is an automation these are simply jargons and terms what we care about is to build an AI Software System agent called whatever you want that provides value and we can sell online that's the goal now before we jump into building our
first tiny small AI agent on skillshare or responsible for today you will find my unique special course on building AI Agents from scratch understanding the building blocks and how AI agents are built understanding in depth what's going on what goes inside an AI agent brain and how you can build one in like one hour not only that you'll find my other course on building AI agents and tools directly on WordPress and mon Iz ing them with a real practical example step by step with all codes and Snippets and templates you can have your first tool
up and running in a couple of hours and not months skure is one of the largest online learning communities out there with thousands of classes covering almost everything from design illustration to marketing business freelancing and even programming and development there's something for everyone and the best part the first 500 people to use the link in my description below will get free access not only to my courses but the full library on skill showare thousands of classes totally for free for 30 days what are you waiting for go now sign up start learning and shape your
future okay here it comes the fun part let's start and build our first tiny AI agent so to understand the idea let's take a look on this twe generator I build on clo a project on clo AI look at this I will simply say inspire me nothing else these two words enter and look at the magic now I will get three viral tweets but not any tweets these tweets are based on my own thoughts my own ideas my own writing style and the way I write tweets and more importantly based on successful tweet templates you
can see here we have the first template the second one and the third one so what happened here how I did this let's go back to the project and you will see here we have mainly three inputs we have something called my profile I call it the llm profile here we have the post templates and here we have tweet ideas so when you want to create content with AI any piece of content whether YouTube scripts whether social media content tweets LinkedIn Facebook shorts anything you are creating with AI these three factors of these three inputs
is a must in your system in your AI agent in your creator agent so we have the profile if you open it as I mentioned I call the llm Prof profile it is simply my background what do I do what I build what do I do online my business My Links my websites my style my writing style everything what's my mission how I think it's like a background of myself I feed into the language model so they can use when generating content the second important input is the post templates you can see here I pass
templates to the erator so it can pick the best template based on the topic or the idea and here we have some tweet ideas the ideas itself that I love to write about so with these three combined together you can create the most powerful AI content generator system and that's not only for tweets if you go to my project you will see here I have four LinkedIn carousals four blogs I convert medium to blog post newsletters medium posts all these AI Creator agents or projects are based on this strong combination idea template and LM profile
so why I'm telling this was a relation between this and our project today building an AI agent it is simply the building blocks for our tiny agent in the intro I mentioned that the core or the main engine of our tiny agents today is something called the llm router or llm routing so what do I mean by this last week I added something really interesting to simpler llm if you are following you know I'm building this free open- source python package to help anyone connect and interact with language models easily so like a couple of
days ago I add I added something called LM router to this package this library and I post about it on LinkedIn you can read this post if you want I'll give the link in description below so it is simply a router you give it an input and based on that input it will select the best choice in our case if you go back to our sample here we have here post templates so we will feed an idea to this system to this agent and based on this idea it will decide which template is the best
step one using the router then in step two it will feed the best template and the input again generate the output of course don't forget using our profile the LM profile so in this way we will build a twostep mini agent the first step is routing deciding the best template and the second step is the generation step I hope you got the idea now it's time to see in action how this building blocks work together in a real example I built for you so this is a mini AI agent that generate tweets based on routing
LM profile templates and an idea and of course I'm using here simpler llm my package that makes things super simple so here I am creating a new instance I'm using GPT 40 and I have this LM profile you can see in the text this is my profile I'm feeding to the llm also and then I'm giving it an idea in our case I'm feeding it a YouTube short video so like a 40 50 seconds YouTube video that will extract the script from or transcript from and then using the best template and the profile will generate
the tweets let's run it first and see in action then I will explain it briefly run and let's see the magic so extracting content from YouTube step one step two selecting the best template with the router you can see we have step to the router and then it shows you that templates it selected I I picked up three templates then reading the profile in step three and in step four generating based on everything it built before so this simple agent is getting the idea from a YouTube video getting the templates using the router then using
my profile it generates three tweets perfect so to explain briefly in like 30 seconds here we have again the profile I told you about the LM profile my background here we have the templates you can see I have a list of templates like the ID description the format you can see like in Json just a set of templates that the language model can decide which one fits best our input and here we have the agent functions so you can see here we have function to extract content from YouTube and by the way this function here
can extract from both YouTube and blog post and also you can feed it text so again here in the run I added two examples for you if you want to test with we have the blog and we have the text content so you can feed it any type of content you want it will convert into tweets then we have this function to read this file it's very basic to read the LM profile and we have the select best template function and you can see I'm defining the LM router it's very simple by the way you
just add choices so I added all the templates from here inside this router here and then I give it a selection prompt I it analyze and select from the templates and simply get the top three templates and return them back it's very basic if you read it and all explained with comments and not only that you will get this totally for free you can play with and you can join us on the public forum if you have any questions I'll be there almost every day to help you and answer your questions so you have no
excuses anyway the main function here simply shows you the Steps step one extracting the content step two selecting the templates step three reading the profile and step four generating the tweets it's very simple tiny clean AI agent okay now after we build this tiny AI agent how to monetize how to turn this into a business as I promised you I will share with you three methods to turn this single agent into three income streams number one is by turning it into an API you can see on rapid API you can publish apis for free and
sell them for free I have all these apis and selling few of them on rapid API and when you you build the agent you can easily turn into an API using Ai and here on my channel I have a couple of videos on building and selling apis from scratch I will leave all the links in the description below so number one is building and selling an API on top of the agent number two is turning the same agent into an online tool as I did with promoter kit for example I buil this tools on WordPress
remember my course on Skiller you will learn how to build online tools directly on WordPress as I did here for example the AI image generator this is on top of what we can see here it's a WordPress website this is the dashboard just to to show you this so this is WordPress and acute cat can see this tool is running on top of Wordpress and users will need tokens to use these tools so it's like a SAS a full on WordPress another tool I build again on on WordPress is to digest it's still in beta
and if you want to see how I'm building this I'm sharing this in public on medium you can see here the blog post you can read a few want and follow up with us how I'm building this interesting new project anyway so the idea is to turn these agents into online tools and sell online as microsof Services again again I have multiple videos here on my channel sharing how to build SAS on WordPress you'll see the links in the description below the third method is turning this agent into a Chrome extension if you go here
to a you will see I built a simple extension that use AI to reply to comments again based on my thoughts and ideas so this extension is using my profile my templates my ideas to generate these comments with a simple click of a button and it's really super simple today to build extensions again with AI everything is becoming easier I even built other extensions like my assets like a couple of hours and I shared this by the way if you go to my stories on medium you will see here I published this post how I
built a Chrome extension in 60 minutes I shared step by step how I did this in this post I will leave also the link in the description below also I put another extension which is summarizing articles with AI any article on the web you just click and summarize I'll will be sharing all this soon with you after I publish publicly what I'm doing here is sharing with you real examples I built in a couple of hours and you can do the same too so turn into an API into an online tool a Chrome extension you
can build three income streams out of one AI agent now I know someone will tell me these are somehow technical I'm a beginner I can build this it's hard and all these things friends please hear these two words we are in 2025 we are in the beginning of the new AI era if you keep saying I'm a beginner you will stay a beginner till the day you die you will never succeed today you have a great opportunity to start learning fast quickly anything you want powered with AI and with a lot of free content out
there the main message if I want to give you something in this video take these two words today decide to decate at least one hour every day to learn new things and Test new things you don't have much time stop saying I'm a beginner and take action today and start learning with 1 hour a day you will change your life in 30 days instead of wasting time scrolling on social media or on Netflix dedicate 1 hour for education for learning and testing so at least at least from this video Go download the project try to
run it test it and I told you I'm here to help you I'm on the Forum it's public forum it's a free forum just join us if you have questions you need help anything I'm here to help you and you can engage with a lot of other people who wants to learn like you so you have no excuse the decision now is yours take it and shape your future and the first thing to do next is to watch this video to learn the top three skills you should learn to survive the AI era if you
learn something new today don't forget to smash the like button and see you in the upcoming videos
