How to Create Advanced GPTs For Your Website (Custom Actions w/ Assistants API)
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- เผยแพร่เมื่อ 22 มิ.ย. 2024
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In this video I take you step-by-step through how to create advanced GPTs with custom actions to your website using the OpenAI Assistants API. This includes learning how to create advanced custom GPTs for website lead generation with custom actions using OpenAI's Assistant API. With the release of the new OpenAI updates, knowing how to create custom GPTs will be an extremely important skill for those wanting to learn how to make money with AI using the new OpenAI update.
If you're a wanting to create custom GPTs for your business or you're looking to start an AI Automation Agency and sell Custom GPTs with custom actions to other businesses then this video will be extremely valuable.
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Timestamps:
0:00 - Intro
1:29 - Demo
3:59 - Consumer vs Business GPTs
5:16 - What we're Building
6:06 - 3 Key Ingredients
6:45 - Getting Started
12:22 - Adding Your APIs
17:02 - Testing Your Assistant
19:06 - Building Your GPT
23:15 - Testing Your GPT
27:03 - Export to Website
28:35 - Final Product
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Another great vid. Couldnt find the Airtable base though.
I put your previous video to work on my own site and showed it to a tech friend of mine, he was impressed but didn't want to pick up and run with it ... I knew then this is going to be massive. You sir are a beast and thank you so much for showing these things.... I have worked in tech for 20+ years and always wanted to code ... You have inspired me to work on this and I am so excited to do more ... I actually got the chat to stop in the middle of an answer and go get additional data without having to prompt it to do so.... I am super excited!!!!
Added, apologies!@@taproot.studio
@@LiamOttley found it - and the free web link - amazing stuff. Thank you!
Great video, again. Is this website hosted somewhere?
This is the first original video on end-to-end business implementation using Assistant API I’ve seen, not just code demo in dev environment. This is Gold.
Appreciate it man, always trying to show you guys the best business applications for AI 💪🏼
@@LiamOttley Interested to know why you've broken out into Python code there, and used the assistants API, when Voiceflow can do most (all?) of this functionality in the box? Are the assistants much better than the old chat API stuff?
@@th0rbymthis is actually proper software development. If you put everything in the front end - Voiceflow, all the data, prompt, business logic, source code, your API keys etc can easily get hacked
probably has to do with costs, replit is $5/month for as many requests as you like@@th0rbym
Yes please, a production video would be awesome as it is the next logical step for anyone that want to take this further as a business venture.
💯
Good to meet another NeoTech member!
This is the first time when i followed a tutorial but made my own modifications but everything still works! Thanks Liam!
Hello There Could you send me the Link to The Code or the code itself. I Can't seem to find it. Thanks!
Hey, great video! As a novice in coding and software development I find this video most helpful in taking the first steps into this field. I look forward to learning more from your content!
Hi Liam, I’m loving these videos. I think a further video about deployments and managing production grade applications would be super useful!
Hey! Do you have this video up on deployment yet? Would love to see it
I purchased the course and couldn't find any of that information eiter, Liam Evans and a few others on youtube have some more useful videos that go in greater depth on how to make these bots.
I am also waiting for the video on a deployment/production setup! Very interested
Replit with Ai is mind blowing! Thank you for sharing this Liam 😊
The best AI thing on youtube. You are a total legend for sharing all this stuff. Thank you
Great Video Liam! Editing is top notch and content is knowledgeable. Thanks mate
@liamottley this has been extremely helpful! Thank you for taking the time to share this detailed breakdown. Much success to you!
Another great video, thanks Liam and your team yet again!
Excellent as always. Thank you Liam!
Nice bro, you're videos are some of the best!
This is amazing content. Thank you for the effort and transparency in your processes. This is why you're the best AAIM channel on TH-cam.
Thank you Liam, the content on your channel super valuable and I'm very grateful for it!
hey, it seem s like you understood it... Maybe you can help me with the following brain lag lol: He didn´t even crate a costum GPT? He just connected the API to get costum responses right? So if I create a GPT I still dont know how to integrate it in the chatbots... PS: Im from germany and its not easy to understand all, so dont blame me. Would really appreaciate your help!
Love it! Thank you Mr. Wizard!
Thanks man for your endless efforts!
Thank you so much! Your content is golden! Keep up the good work 👍🏻
Amazing Liam. Thank you so much for this. This version explains a lot of questions i had from your other chat app in your website video. 👏👏👏
Yes a Riplet production deployment video would be great. Please and thank you. 🙏🏼🙏🏼
hey, it seem s like you understood it... Maybe you can help me with the following brain lag lol: He didn´t even crate a costum GPT? He just connected the API to get costum responses right? So if I create a GPT I still dont know how to integrate it in the chatbots... PS: Im from germany and its not easy to understand all, so dont blame me. Would really appreaciate your help!
Thank you so much Liam. You motivate a lot of people to start their own agency. I will be looking forward to the next videos!
This is amazing. love the nitty-gritty details and to the point. Thanks Liam :)
Hello There Could you send me the Link to The Code or the code itself. I Can't seem to find it. Thanks!
Great video. Thank you! It would be great to see the next step to manage it into and after production.
Unbelievable content. Thank you Liam!
Great video!! I'd appreciate it if you could go more in-depth on deployments and production-grade applications in a future video!
He uses Flask which is hosted through replit to get the custom gpt stuff onto voiceflow
Loved this. Need more videos like this one!
WOW! Thank you so much for all the hard work, and the great video.
Thanks Liam. You are the best.
This is nice and just clarified what we had in mind, Thanks again! Very detailed instructions
Great stuff. I'd love to learn more about deploying and scaling production applications. Ideally one that includes some custom code deployment
hey, it seem s like you understood it... Maybe you can help me with the following brain lag lol: He didn´t even crate a costum GPT? He just connected the API to get costum responses right? So if I create a GPT I still dont know how to integrate it in the chatbots... PS: Im from germany and its not easy to understand all, so dont blame me. Would really appreaciate your help!
Love all that you do. You are my bot guru!
Amazing work ! thank you so much
Nice video. You can also set up the Assistant in the UI within the platform (so you don't need create_assistant function). This could give clients an easy CRM with which to update the knowledge base (although you could pull stuff from Google Drive).
Great video and use-case. I'd love to learn more about deploying and scaling production applications.
Keep it up! Sharing is caring. I learn a ton from your videos.
Quality content. Thank you.
Amazing video, well explained. Very powerful indeed.
YES on the managing a production grade app video!
Was curious if anyone was going to touch on this topic. Custom actions are the main thing that distinguishes these GPTs from just another fancy prompt. Great follow up on the replit code from part 1 of the repo
That was a very impressive build and succinct explanation. Subscribed for the hard work
Absolutely INSANE VALUE!
Top Tutorial, thanks mate!
Great to see my JS regex being used. Thanks for the shoutout 🙂
You should also use the Set Block for a var baseUrl where you set the replit URL once and then use {baseUrl}/start inside the GET/POST Blocks. That way you only have to fill this out once.
You're dead right, might make a feature in the next one too! 😎
bro can u help me understand this more please
hey, it seem s like you understood it... Maybe you can help me with the following brain lag lol: He didn´t even crate a costum GPT? He just connected the API to get costum responses right? So if I create a GPT I still dont know how to integrate it in the chatbots... PS: Im from germany and its not easy to understand all, so dont blame me. Would really appreaciate your help!
Hey man, great video. Really could tell you you put a lot of work into it. I'd love to see an actual deployment of this to run outside of replit!!!
hey, it seem s like you understood it... Maybe you can help me with the following brain lag lol: He didn´t even crate a costum GPT? He just connected the API to get costum responses right? So if I create a GPT I still dont know how to integrate it in the chatbots... PS: Im from germany and its not easy to understand all, so dont blame me. Would really appreaciate your help!
Killer breakdown, subscribed! Liam, would love to see a deployments video as a followup. Cheers!
Thanks, you’re a legend !!!!
Thanks for the tutorial dude! This is very valuable. Can you do a demo for a production grade apps as well ~ It'll be very informative for us! Keep up the good work.
Hello There Could you send me the Link to The Code or the code itself. I Can't seem to find it. Thanks!
amazing job - as always. Im waiting for deployment tutorial for those!
Great content!!
Thank you that you have described code
Thank you for the video.
Pls, do more technical videos!
You are a very good explainer congratz, hope to meet someday in this journey.
P.s. make the cut simple, less is more. Your content is the charm, not the edited zoom, or fast cut. Love the short introduction.
Yes please a deployment video ❤️ thanks for the great work 💪🏼
Yes please 👏👏
Amazing. The next Alex Hormozi delivering all the value! Thank you so much for these videos and yes please, would love a deployment tutorial 😍
Thanks for this great content. Please explain the Deployment part as well
Create content great video really appreciate the information can't wait for the next video and definitely signing up for the community
Good video! thank you
You are genius, im thriller for finding this channel. Kudos for you.
Love the video! I'd love you to go more in depth with the deployment and managing such bot, so that it works perfectly fine for my clients!
hey, it seem s like you understood it... Maybe you can help me with the following brain lag lol: He didn´t even crate a costum GPT? He just connected the API to get costum responses right? So if I create a GPT I still dont know how to integrate it in the chatbots... PS: Im from germany and its not easy to understand all, so dont blame me. Would really appreaciate your help!
great work bro
Great video! I'd love to see a video on managing paid, production grade applications!
Liam, you know your stuff !!
amazing information!
Thanks bro!
A production video would be cool. Thanks for all the knowledge
Nice thanks 💪💪
Great video! More production deployment information please
I know I'm gonna sound like a bot but i can't believe you are giving this much information away for free. I'm skipping my software engineering classes to watch this. Thanks :)
not the smartest choice my friend
@@TheNesiss bro my latest class was about telecommunication protocols that were trendy in the 70s. I can spend my time in a more efficient way. 😂😂
Perfect end to end implementation with the most user friendly tech stack. Please have the tutorial on deployment management, for cases we have multiple solutions
Can’t wait for more!
Great tutorials as always @LiamOttley! One question, do we have to put the knowledge base into the repl file or can we just add it onto voiceflow since we have the option to train the bot on URLs which is more convenient than files in my opinion while the repl Python file does not have this capability
Great video👌
Would love a video on replit deployment for how this would look like it in a real world scenario. Love the vids!
Very useful.
Liam, truly amazing stuff. You are such a G! How can we tweak this for another use case. Say for clinics or real estate companies
Production is sick
Awesome video, thanks for sharing! Do you have a tutorial where you show the whole process of building the assistant using the Open AI Assistant builder?
Thank you Liam! This is fantastic.
I think it would be awesome a Deployment tutorial so that we can start learning how to manage production!
i think the same
Thanks!!! Awesome work.... Are you made some project connecting with databases... to get more information of a specific user that all ready connect before?
one more video pls! very well
Liam is frigging amazing dude. What Value. I'll be signing up for his monthly membership. Best I've seen/heard on AI developments etc. Best follow him than try and work it out ourselves. Excellent value/content. Freaking great stuff. Tahnks Liam.
hey, it seem s like you understood it... Maybe you can help me with the following brain lag lol: He didn´t even crate a costum GPT? He just connected the API to get costum responses right? So if I create a GPT I still dont know how to integrate it in the chatbots... PS: Im from germany and its not easy to understand all, so dont blame me. Would really appreaciate your help!
Hey Liam, thank you for this video.
You’re always opening my eyes to what’s truly possible with the technology.
Just trying to wrap my head around the different options that are available to us now.
What is the different between what you’ve shown here versus using the Playground to create something like this?
Also, could we not still use Voiceflow or Botpress to design conversations for extra functionality in addition to a user having access to the conversation example you built in Voiceflow.
Perhaps creating an intent that would activate this part of the workflow while still having access to the rest of the conversation that has been designed to do other things as well.
Hopefully that makes sense
I never comment but this was great !!!!!!!
Thank you so much, this video is so valuable, I appreciate this!
I'm wondering, do you charge all APIs costs from the clients for your bot usage, or do you set up their own accounts for this?
Wow amazing video, very helpful! Could this web assistant also have things like buttons added in Voiceflow or does that functionality not work when it's hosted externally?
Great video @LiamOttley. Can you show a video on getting this to production? Would be interesting to see it go live in prod.
Whoever wrote that code should be thanked haha It's very well written code. I actually had this idea in mind for some time ago, and I think there is something more advanced and cooler that could be made with the geotiff endpoint ;)
I wrote it!
How do you access the code? I can't find the templates. The sign up seems broken
Hello There Could you send me the Link to The Code or the code itself. I Can't seem to find it. Thanks!
hey, it seem s like you understood it... Maybe you can help me with the following brain lag lol: He didn´t even crate a costum GPT? He just connected the API to get costum responses right? So if I create a GPT I still dont know how to integrate it in the chatbots... PS: Im from germany and its not easy to understand all, so dont blame me. Would really appreaciate your help!
Great Tutorial, thank you very much Liam. I'm not sure, however, if you end up paying twice here, once to OpenAI and once to Voiceflow, and whether there might be a much cheaper way?
"This big juicy re... Green button at the top" Subbed immediately bro 🤣
Thanks for the video!. It would be great if you go deep on deployments.
Liam, amazing video again...I am wondering if this solution is best in terms of token usage in Voiceflow especially when working with the knowledge base functionality. Would you do full connection with the openAI assistants API for the entire conversational flow or hybrid using different topics with each one having its own assistant API, with harcoded messages and buttons to direct the user in a specific flow etc...
This video was really helpful, do you have to create a new replit for each assistant you create for a client due to having to replace the knowledge base ?
Impressed.
Thanks so much for these vids!! How can I make the chat responses faster?
🙏🙏🙏🙏🙏🙏 This is great!
Production video would be great sir thanks
🎯 Key Takeaways for quick navigation:
00:00 🌐 *This video is a step-by-step guide on creating a powerful lead generation custom GPT for websites, using multiple custom actions and the new assistance API.*
01:11 👨💼 *Liam Otley, the presenter, runs a development company and a community of AI agency owners, focusing on selling AI solutions to businesses.*
02:21 🤖 *The custom GPT chatbot demonstrated has dual functionalities: answering questions from a knowledge base and calculating solar savings using inputs like home address and electricity bill.*
06:16 🛠️ *The chatbot is built using a combination of prompting, knowledge (a document on solar for homes), and actions (calculating solar savings and capturing leads).*
17:13 💻 *The development process involves setting up on Google Cloud, integrating APIs, and deploying the chatbot using a template on Replit and Voiceflow for website implementation.*
Made with HARPA AI
Hey Liam. Thank you for this Value. Quick question to ask you, I am a complete beginner, would like to learn from the basics, but I’m kinda lost as to where to start.
Which of your TH-cam video should I start watching from?
🎉yes please give full deployment ❤ God bless you
Very nice starting point. How do you test/debug the assistant with this workflow?
This is epic. GPTs really added value to my business and travel videos. Liam kills it once again, AI solutions are moving forward fast. Are they there yet? It's only a matter of time and effort
hey, it seem s like you understood it... Maybe you can help me with the following brain lag lol: He didn´t even crate a costum GPT? He just connected the API to get costum responses right? So if I create a GPT I still dont know how to integrate it in the chatbots... PS: Im from germany and its not easy to understand all, so dont blame me. Would really appreaciate your help!
Incredible how fast you put this together! ❤
Hi Liam,
Great video! I noticed that in the create_lead function, the "Bearer" was missing in the Authorization header for Airtable. Adding "Bearer" before the API key solved my authentication issue:
python
Copy code
headers = {
"Authorization": f"Bearer {AIRTABLE_API_KEY}",
"Content-Type": "application/json"
}
Thanks for the helpful tutorial!
hey, it seem s like you understood it... Maybe you can help me with the following brain lag lol: He didn´t even crate a costum GPT? He just connected the API to get costum responses right? So if I create a GPT I still dont know how to integrate it in the chatbots... PS: Im from germany and its not easy to understand all, so dont blame me. Would really appreaciate your help!