How to Create Advanced GPTs For Your Website (Custom Actions w/ Assistants API)

[@LiamOttley]

Let me know your thoughts on OpenAI's Assistants API! 👀👇🏽 📚 My Free Skool Community: bit.ly/3uRIRB3 🤝 Work With Me: www.morningside.ai/ 📈 My AI Agency Accelerator: bit.ly/3wxLubP

[@taproot.studio]

Another great vid. Couldnt find the Airtable base though.

[@TyroniuzOz]

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!!!!

[@LiamOttley]

Added, apologies!@@taproot.studio

[@taproot.studio]

​@@LiamOttley found it - and the free web link - amazing stuff. Thank you!

[@umahatokula9586]

Great video, again. Is this website hosted somewhere?

[@lucyn.7501]

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.

[@LiamOttley]

Appreciate it man, always trying to show you guys the best business applications for AI 💪🏼

[@th0rbym]

@@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?

[@lucyn.7501]

@@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

[@jessebusma5339]

probably has to do with costs, replit is $5/month for as many requests as you like@@th0rbym

[@Neotech1234]

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.

[@OKCThunderPOD]

💯

[@georgeabek7603]

Good to meet another NeoTech member!

[@th0rbym]

The best AI thing on youtube. You are a total legend for sharing all this stuff. Thank you

[@muhitdin5590]

This is the first time when i followed a tutorial but made my own modifications but everything still works! Thanks Liam!

[@FlavioBuchmann-x6t]

Hello There Could you send me the Link to The Code or the code itself. I Can't seem to find it. Thanks!

[@darkrago7668]

Hi Liam, I’m loving these videos. I think a further video about deployments and managing production grade applications would be super useful!

[@alekhyagumidelli7329]

Hey! Do you have this video up on deployment yet? Would love to see it

[@deepsleepmeditation9279]

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.

[@ntechnology7715]

I am also waiting for the video on a deployment/production setup! Very interested

[@mcshaggy2]

🎯 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

[@iamdamonturner]

@liamottley this has been extremely helpful! Thank you for taking the time to share this detailed breakdown. Much success to you!

[@wpg1677]

Great video!! I'd appreciate it if you could go more in-depth on deployments and production-grade applications in a future video!

[@AlexHenriksen-mv6sj]

He uses Flask which is hosted through replit to get the custom gpt stuff onto voiceflow

[@ghigopigo8317]

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 :)

[@TheNesiss]

not the smartest choice my friend

[@ghigopigo8317]

​@@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. 😂😂

[@DesignThePerfectDay]

Amazing. The next Alex Hormozi delivering all the value! Thank you so much for these videos and yes please, would love a deployment tutorial 😍

[@type-ii7389]

Replit with Ai is mind blowing! Thank you for sharing this Liam 😊

[@joakimlofgren987]

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!

[@murraymacdonald4959]

Great stuff. I'd love to learn more about deploying and scaling production applications. Ideally one that includes some custom code deployment

[@crimez9191]

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!

[@maybeyoureright4334]

This is amazing content. Thank you for the effort and transparency in your processes. This is why you're the best AAIM channel on KZbin.

[@cesarsilva7343]

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.

[@KasunWijesekara]

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.

[@FlavioBuchmann-x6t]

Hello There Could you send me the Link to The Code or the code itself. I Can't seem to find it. Thanks!

[@nicolasfrancone3543]

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!

[@rokoszoczek25]

i think the same

[@knddlbr]

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.

[@LiamOttley]

You're dead right, might make a feature in the next one too! 😎

[@supermousey7103]

bro can u help me understand this more please

[@crimez9191]

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!

[@metrepairs]

This is nice and just clarified what we had in mind, Thanks again! Very detailed instructions

[@moniqueschuldt9478]

Thank you Liam, the content on your channel super valuable and I'm very grateful for it!

[@crimez9191]

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!

[@JohnnyBloodyJohnny]

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.

[@crimez9191]

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!

[@Sulayman.786]

Nice bro, you're videos are some of the best!

[@salesgurupro]

This is amazing. love the nitty-gritty details and to the point. Thanks Liam :)

[@FlavioBuchmann-x6t]

Hello There Could you send me the Link to The Code or the code itself. I Can't seem to find it. Thanks!

[@nukular9]

Killer breakdown, subscribed! Liam, would love to see a deployments video as a followup. Cheers!

[@ogrezyz4910]

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!

[@brianmorin5547]

That was a very impressive build and succinct explanation. Subscribed for the hard work

[@faizaniqbal3629]

Great Video Liam! Editing is top notch and content is knowledgeable. Thanks mate

[@TimBratton]

Great video. Thank you! It would be great to see the next step to manage it into and after production.

[@Umbral-AI]

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

[@mikaelhugg1112]

Thank you so much! Your content is golden! Keep up the good work 👍🏻

[@ericcaptures]

Amazing video, well explained. Very powerful indeed. YES on the managing a production grade app video!

[@rokoszoczek25]

amazing job - as always. Im waiting for deployment tutorial for those!

[@Oskar_Ailene]

Thanks for this great content. Please explain the Deployment part as well

[@luisechezuria]

Great video and use-case. I'd love to learn more about deploying and scaling production applications.

[@johnnym1218]

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!

[@crimez9191]

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!

[@oraclebjj]

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. 🙏🏼🙏🏼

[@crimez9191]

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!

[@lespaulandtheboys]

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).

[@NOCTRN_]

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!!!

[@crimez9191]

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!

[@keaganfouche1544]

Another great video, thanks Liam and your team yet again!

[@consultantnigel-projectman7274]

WOW! Thank you so much for all the hard work, and the great video.

[@orestisandreou98]

Unbelievable content. Thank you Liam!

[@mohammedzihan7382]

Loved this. Need more videos like this one!

[@LordPBA]

Hey, you know what? My professor at University has suggested this video :)))

[@NEGINMAHRANGSOFTWAREENGINEER]

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

[@axelvonessen3706]

Great video! I'd love to see a video on managing paid, production grade applications!

[@maximiliengenbrugge9670]

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!

[@crimez9191]

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!

[@neverlookbackEkko]

You are genius, im thriller for finding this channel. Kudos for you.

[@susp1c10us96]

Thanks man for your endless efforts!

[@PeterkYT]

Great video @LiamOttley. Can you show a video on getting this to production? Would be interesting to see it go live in prod.

[@TruebornRaller]

Keep it up! Sharing is caring. I learn a ton from your videos.

[@OmerNesher]

This is gold, thanks! Where can I find the link to the replit? went over everything and i'm missing it.

[@OmerNesher]

Never mind, found his replit repo via Google.

[@you_tomation]

@@OmerNesher how?

[@ekarinchoongwattana7099]

Highly appreciate your content! Guess that's why you're so successful. Can you do production grade deployment next ?

[@Sharptho]

Would love a video on replit deployment for how this would look like it in a real world scenario. Love the vids!

[@Falkenbergo]

Yes please a deployment video ❤️ thanks for the great work 💪🏼

[@herberg75]

Yes please 👏👏

[@calenai]

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?

[@BillAugersdca]

Absolutely INSANE VALUE!

[@namusanganicholas9206]

"This big juicy re... Green button at the top" Subbed immediately bro 🤣

[@Davincist]

Could you let me know what to do differently if i wanted to run this on an ubuntu aws server instead of replit? I'm just starting out but since using ubuntu aws is half the price of replit wouldn't that mean considerably more monthly profit as you accumilate more and more monthly clients?

[@hy7at]

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?

[@doriangibbs]

Love all that you do. You are my bot guru!

[@mightyrajesh]

Great tutorial. Thank you. If anyone getting the error creating reccords in Airtable, please make sure line 19 in the functions file has Bearer in front of the AIRTABLE_API_KEY. Like this "Authorization": f"Bearer {AIRTABLE_API_KEY}"

[@PrimeMindAI]

This is important :)

[@xanqai8984]

Thank you! I was having the "Authorization_Required" issue and your comment fixed it in seconds.

[@danamalcolm1940]

Trying this but still can't seem to get it to pull the lead into Airtable. Any advice?

[@susannewaldthaler2517]

Great content, thanks. One question: how could we implement buttons to make it easier to guide the conversation, for example at the first user input have 2 buttons: "Solar Panel Info" or "Calculate savings"? I would not want those buttons instead of a typed response but give the user the option to click one of those...Thanks!

[@fallenformanny]

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 ?

[@KanoaB123]

Create content great video really appreciate the information can't wait for the next video and definitely signing up for the community

[@lucas_constable25]

Can you use URL's replace the knowledge doc, so that the programmed assistant can source information from a URL when answering questions?

[@mushroomthump]

Awesome stuff Liam! The only thing I wasn't able to figure out was an issue with the airtable api. I copied your air table base, created the api as described in the video & added it to replit but I keep getting this error when trying to create a lead: Failed to create lead: {"error":{"type":"AUTHENTICATION_REQUIRED","message":"Authentication required"}}

[@mushroomthump]

Got it working in case anyone is also curious. Under the create_lead function, this line: "Authorization": AIRTABLE_API_KEY, Should be changed to this: "Authorization": f"Bearer {AIRTABLE_API_KEY}", Chat GPT saves the day once again

[@tganesh]

Was having the same issue...thx for this fix!

[@WesTeskey]

Great video! More production deployment information please

[@thecoder2441]

There's so many ways to do this without coding now. Are there any advantages of coding chatbots compared to using services that allow you to do it without code? I'm a software developer and i'm trying to figure out which route i should take

[@luxerism331]

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

[@alexreznik888]

Could someone clarify please: why use Replit if I could build this logic (with actions) in Voiceflow using intents? I’m so confused on it.. I see that the Replit is used for the backend and Voiceflow for the frontend, but I can understand why not use Voiceflow for both the back and front? Less connections, less coding, less fragile. Please help to understand 😢

[@GoldenJoe]

Very nice starting point. How do you test/debug the assistant with this workflow?

[@archiefarrimond6881]

I never comment but this was great !!!!!!!

[@fegulo]

Thanks!!! Awesome work.... Are you made some project connecting with databases... to get more information of a specific user that all ready connect before?

[@prettyflyforanAIguy]

Hey @LiamOttley - What's the easiest way to add a website directly to the chatbot's knowledge base? For example, in voiceflow, it's pretty easy to add URLs or a sitemap to the bot's knowledge base. How do I do that in this replit template?

[@AIInsights23]

🎉yes please give full deployment ❤ God bless you

[@lodewijkbuitenhuis]

Hi Liam, do you need a paid version of voiceflow to integrate it on your own website? And is it possible to do it with wix?

[@janscity]

Can you just put the knowledge/prompt direclty within voiceflow to create this assistant? I see they have the option for this but curious what the pros and cons are.

[@bfitz4021]

Great video. I get that it will vary depending on business and scope of work, but what is the average amount you would charge a company to build out website bot like this?

[@aucommunity]

Hi Liam, Great video! Can you share how to incorporate dynamic text into an AI Assistant? Let's say I wanted to access the current FOREX rate on the Kiwi and then use that information in a calculation? I can do the calculation with Google Finance as a URL, but it only grabs the rate once - no joy with fluctuating rates! Can it be done?

[@AlexRivera-uj8ie]

Thanks Liam. You are the best.

[@christiesim3313]

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 KZbin video should I start watching from?

[@Wahtel]

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?

[@jacobporte3084]

Crazy value Liam thanks a lot 😊 Would love to see a video on production grade deployment

[@alexandergray8702]

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?

[@PaulNaybour]

A really good start but I think to support more than one chat thread simultaneously the Python script need to be redone as a state machine so to can remove the poll loop.

[@saalehijaz4912]

I have a question 🙋! I just completed you 3 months old 3 hour training video of yours with Voiceflow and gpt 4 to create chat bot, lead gen and customer support with custom knowledge and all like full no code... But now after Gpt 4 Agents Api release we are gonna use Coding with another host so Why we don't directly make it on voiceflow like before ? Is it because there we wont be able to pluck info from google apis and process them or what? Please explain that.

[@alindragoi]

Great Video! Show us how to move the chatbot position and interface. I want to make it visible, like a big input, on the first page. Nobody is gonna use it in the lower right corner.

[@SamuelNickolas-yf7wh]

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

[@naturallydope247]

Can you make one of these that doesn’t require a knowledge base? I understand it’s for businesses but there are other uses besides knowledge bases. I feel like the knowledge base bots are easy. It’d be good to know how to use other ways as well.

[@qadr6156]

Lovely Video! really love the content. i followed along with your steps however the airtable link doesn't seem to work. i don't get updated records

[@volodymyryarmolyuk4153]

Thank you that you have described code

[@5kz276]

A production video would be cool. Thanks for all the knowledge

[@hunor6]

Excellent as always. Thank you Liam!

[@TheOhmagad]

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...

[@Neotech1234]

Love it! Thank you Mr. Wizard!

[@khaledarja9239]

Hey man ! amazing work thank you, i cant find the template to download it in the description, where can i find it please

[@Knaat]

Please create a video on putting a chatbot in production and one on using a custom RAG approach instead of using the basic OpenAI functionality.

[@darrenjconroy]

@LiamOttley Great video - please provide the JavaScript line that you hidden at 22:10 - many thanks

[@ab996C4S]

at 19:38 when Liam mentions downloading the file, make sure you are downloading the files from the resources under "How to Create Advanced Custom GPTs For Your Website", 7th option from the bottom on the left side. Then, click on the last option a the right bottom "Knowledge Base Doc + Voiceflow Template". This template has the updated Javascript code

[@soccerman13913]

Production video would be great sir thanks