How to Build An AI Agent Team in ChatGPT
1:00:33
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@biztrendsmarketing1589
@biztrendsmarketing1589 Сағат бұрын
Really appreciate your time and effort on this video...very eye opening and idea inspiring! Do you have any videos on prompting for voice? Thanks!
@Divyv520
@Divyv520 3 сағат бұрын
Hey Mark , awesome video! Your unique style really stands out. I'm a video editing specialist focused on KZbin growth, and I can help enhance your content with high-quality edits and engaging thumbnails. If you're ever open to exploring new ideas or strategies that can boost your channel further, I'd love to connect and see how we can collaborate. Let me know your thoughts!
@Mark_Kashef
@Mark_Kashef 3 сағат бұрын
Thanks, already have an amazing editing team
@Fred_IgniteMindShift
@Fred_IgniteMindShift 6 сағат бұрын
I wanted everyone to know that you can hire Mark as a AI/prompt engineer expert and he’s outstanding. I recently hired him to help fine-tune and troubleshoot some prompts I was working on and he is incredibly efficient and I learned so much in just 30 minutes. and then he sent me some great follow up materials, including fine-tuned GPT‘s. I plan on using him in the future and I just wanted to make sure everyone was aware of his availability to be hired as a consultant and more and it’s well worth the money.
@breyonbradford3404
@breyonbradford3404 8 сағат бұрын
You always provide excellent content! Creative ideas and flows to real world application. I have viewed every video and this is one of my favorite channels. But on this one… YOU TOOK IT TO ANOTHER LEVEL MY FRIEND!!! Fantastic Content! This may be my favorite one. Maybe because I am much more advanced now because of people like you. So this truly resonates with me. I want to Thank You 🙏🏾 Please keep them coming on this level. You’re Awesome!
@Mark_Kashef
@Mark_Kashef 6 сағат бұрын
I read this two times because it left a big smile on my face, thanks so much for the kind words Breyon! Glad to hear it was to your liking 🦾 will keep bringing the heat as much as I can 🔥
@miselgpt
@miselgpt 8 сағат бұрын
OK, that was a lot. 😵‍💫 Second watch incoming... Thanks Mark, helpful as usual. 🙏
@Mark_Kashef
@Mark_Kashef 6 сағат бұрын
Haha sorry if I overwhelmed you! Tried to pack it with as much value as I could 🦾
@markj2297
@markj2297 10 сағат бұрын
Good video as usual. Quick question, do you think custom gpts are better than Claude projects? I have Claude pro and I’ve been thinking about getting chat got pro as well for a while now, but unsure if I wanna pay for both at $40/m
@Mark_Kashef
@Mark_Kashef 6 сағат бұрын
I’ll be honest, it’s not even close for me - the custom actions feature truly unlocks the capabilities of this very trivial but powerful workflow you can build Naturally, my answer to that would change if Claude releases their own version of custom actions and it’s somehow better or more intuitive. I pay for both since I use Claude a lot more for coding based tasks, but if you’re looking to save, I’d say ChatGPT is better as of today (especially since you can use custom actions to ‘call’ claudes api if you really want to)
@Fred_IgniteMindShift
@Fred_IgniteMindShift 11 сағат бұрын
Outstanding video!
@Mark_Kashef
@Mark_Kashef 6 сағат бұрын
Thanks so much Fred! Appreciate it 🦾
@adondini
@adondini 12 сағат бұрын
🙏
@Mark_Kashef
@Mark_Kashef 11 сағат бұрын
🙏🏻
@christinafrazier4073
@christinafrazier4073 13 сағат бұрын
Super helpful and your instruction is very clear and easy to understand,thanks!
@Mark_Kashef
@Mark_Kashef 13 сағат бұрын
pumped to hear that Christina! appreciate the positive feedback 🙏
@mariosandreou4747
@mariosandreou4747 16 сағат бұрын
Hello, is there a way to take the netify url and make it your own using paid domain names?
@JulesBasement
@JulesBasement 20 сағат бұрын
Great Tutorial! GPT writes me the similar prompt. But everything from „how close is this to your actual custom instructions“ does not work. It will not provide me with further insights/prompts :( Do you have further ideas or solutions?
@Mark_Kashef
@Mark_Kashef 19 сағат бұрын
Hey Jules! Thanks for the feedback What custom GPT are you trying to emulate?
@JulesBasement
@JulesBasement 19 сағат бұрын
Lara Acosta GPT
@Mark_Kashef
@Mark_Kashef 13 сағат бұрын
@@JulesBasement send me an email and i'll try to help you out!
@kitlee888
@kitlee888 Күн бұрын
Very helpful...especially the troubleshooting part, really very helpful to the non-coder to make the app work❤big big thanks😊
@Mark_Kashef
@Mark_Kashef Күн бұрын
music to my ears! Happy I could help 🦾
@SaminYasar_
@SaminYasar_ Күн бұрын
Thanks for teaching me the word ruminate :D
@Mark_Kashef
@Mark_Kashef Күн бұрын
my pleasure brother, hope you ruminated on it
@edgarmatthee2668
@edgarmatthee2668 Күн бұрын
This is amazing. 🎉 subscribing now!!
@Mark_Kashef
@Mark_Kashef Күн бұрын
Pumped to hear you found it valuable Edgar! Appreciate the sub 🦾
@yashica-jain
@yashica-jain Күн бұрын
Highly Valuable as always!!
@SumanLata-uc1kw
@SumanLata-uc1kw Күн бұрын
Fantastic discussion on turning ideas into apps! Reaching potential clients through cold emailing is a total game changer. I have been using Filter Bounce for my email list and it is worked wonders with real-time verification. If you are looking for a solid verification tool, you should definitely give it a shot!
@Harshitverma.52
@Harshitverma.52 Күн бұрын
Great insights here! When you have a stellar app idea, reaching out effectively is essential. After several months with Filter Bounce, I am amazed at the accuracy of their email verification. My bounce rate is under 1%, which is just insane. If you are looking for an easy way to clean your lists, you have got to check them out!
@EnglishbySwastik
@EnglishbySwastik Күн бұрын
Turning ideas into apps is no small feat, but effective outreach makes all the difference! I have seen major improvements using Mystrika for my cold emailing. Its unified inbox and analytics help me track engagement better than any other tool I have tried. You should definitely give it a shot if you want to stand out!
@prinkaudhay224
@prinkaudhay224 Күн бұрын
This video really struck a chord with me! Launching an app is thrilling but requires smart outreach. I recently switched to Do You Mail and it is been a game changer. The integration and scalability options are just perfect for what I am doing. If you are serious about cold emailing, you should definitely give it a go!
@IsmailSafi-ve7ks
@IsmailSafi-ve7ks Күн бұрын
I love how you pointed out the importance of taking action! For me, cold emailing has been a lifeline to get my app idea out there. After trying several tools, Mystrika has proven itself with its user-friendly interface and A/B testing. It is just a no-brainer for anyone looking to step up their email game!
@zaheerahmed8965
@zaheerahmed8965 Күн бұрын
I love how you pointed out the importance of taking action! For me, cold emailing has been a lifeline to get my app idea out there. After trying several tools, Mystrika has proven itself with its user-friendly interface and A/B testing. It is just a no-brainer for anyone looking to step up their email game!
@KrishDhole-n6u
@KrishDhole-n6u Күн бұрын
Great insights here! When you have a stellar app idea, reaching out effectively is essential. After several months with Filter Bounce, I am amazed at the accuracy of their email verification. My bounce rate is under 1%, which is just insane. If you are looking for an easy way to clean your lists, you have got to check them out!
@ranacreation411
@ranacreation411 Күн бұрын
So inspired by this video! Cold emails can genuinely unlock opportunities. Mystrika has been invaluable to me with its high-quality warmup process. The support and community behind it are unmatched. Seriously, if you want to enhance your email outreach, try it and see for yourself!
@ashwanimeena5604
@ashwanimeena5604 Күн бұрын
This video really nails the importance of execution! If you are trying to get your app idea out there, cold emailing is such a smart strategy. I have been using Do You Mail for a solid while, and honestly, the unlimited sending and automatic DNS config has saved me countless hours. Seriously, anyone looking to boost their outreach should check it out!
@MayDouelle
@MayDouelle 2 күн бұрын
Nice one! 👍 What is your advice to backup a project while your are working on it in order to protect it a bit from a network failure or anything else?
@Mark_Kashef
@Mark_Kashef 2 күн бұрын
So luckily the codebase for this tool is automatically stored in ‘StackBlitz’ which has an editor with all your code ready to package and export to a GitHub repo
@simfor
@simfor 2 күн бұрын
Thank you so much for providing this insane amount of value. Great video!❤
@Mark_Kashef
@Mark_Kashef 2 күн бұрын
My pleasure! So happy it was valuable 🦾
@VigneshGautam
@VigneshGautam 2 күн бұрын
Great video. How does your screen move across the video so smoothly? It zooms in and out so seamlessly.
@Mark_Kashef
@Mark_Kashef 2 күн бұрын
Thank you! I use a program called Screen Studio 🦾 only thing I have to do is really just configure how hard of a ‘click’ deserves a Zoom in or out
@rjgrimshaw
@rjgrimshaw 3 күн бұрын
As always Mark, incredible content and excited to see the contuniation of this!
@Mark_Kashef
@Mark_Kashef 3 күн бұрын
Thank you so much for the kind words RJ!
@rollandmelet6998
@rollandmelet6998 3 күн бұрын
Why don't you use n8n ?
@rollandmelet6998
@rollandmelet6998 3 күн бұрын
Thank you for this It is super interesting
@Mark_Kashef
@Mark_Kashef 3 күн бұрын
My pleasure! Thanks for the feedback 🙏🏻
@fathin7480
@fathin7480 3 күн бұрын
Thanks for this mate! Truly a gem!
@Mark_Kashef
@Mark_Kashef 3 күн бұрын
My pleasure! Appreciated your appreciation 🦾
@yellowboat8773
@yellowboat8773 3 күн бұрын
Bruh, your promoting needs to step up it's game, you still need to tell it exactly what you want, hence you're getting so many errors
@Mark_Kashef
@Mark_Kashef 3 күн бұрын
👀 you don’t always know exactly what you want
@benbanurji1727
@benbanurji1727 3 күн бұрын
As always - amazing video, thanks very much. Bolt looks quite similar to v0 and GitHub Spark - have you had much experience with them and any suggestions on when to use which tool? Or just stick with one and get familiar? I'd definitely watch a part 2! How about extending your CRM by combining the Realtime API / Twilio project to capture calls as "interactions" and summarize the conversations with key action points for the agent? Also, wouldn't it be great if CRMs didn’t just provide agents with a list of clients in a table, but a smarter "Here’s what you need to do today" page that prioritizes actions? Here are a few other ideas based on some challenges I’ve seen at work: #1 A Benefits-Focused PM Tool Problem: Companies love launching projects but struggle to track the actual benefits and communicate them in a way that resonates with leadership. Idea: A tool that captures projects, links them to broader strategic objectives, and enables management/monitoring of benefits. Integrate Gen AI to help identify measurable outcomes and keep everything aligned with business goals. #2 “Help Us Do AI”: Turning ideas into impact Problem: Every team wants to "do some AI," but it’s hard for companies to pinpoint where {insert new technology e.g. AI} would deliver the most value. Idea: Create a suggestion tool for teams to submit ideas (with structured guidance on required details). Use AI to prompt feasibility and impact analysis, then visualize the results in a clear 2x2 matrix that highlights the most promising opportunities. #3 Smart process mapping: From meetings to maps Problem: Teams often create overly complex process maps in tools like Visio or PowerPoint, which require constant oversight and are mainly used for audits rather than real improvement. Idea: Build a process management tool that auto-generates maps based on conversations in discovery meetings. Use AI to identify inefficiencies and suggest improvements, from modern tech solutions to standard optimization techniques. Orrr maybe I'll just try these myself :)
@ContentVibeio
@ContentVibeio 3 күн бұрын
Great content thanks. How do you use your voice instead of typing in the prompt. Is it a windows program?
@Mark_Kashef
@Mark_Kashef 3 күн бұрын
Glad you enjoyed it! I use a chrome extension called Voice Control! It’s free from the extension store.
@DJNOSKIL
@DJNOSKIL 4 күн бұрын
Where do I get router agents from?
@Mark_Kashef
@Mark_Kashef 3 күн бұрын
If you’re referring to OpenRouter, they have an API that allows requests to be sent to different LLMs depending on what you specify in your schema
@ahmedd.masoud6809
@ahmedd.masoud6809 4 күн бұрын
Oh man I can't... That's a long video. Paused at 7:25 To like and to make sure that I'm subscribed, then let's continue watching this amazing one. 😂 Man... Thank you for the video . Keep going.
@ahmedd.masoud6809
@ahmedd.masoud6809 4 күн бұрын
I just Figured out that I was already subscribed to your channel 😂, After watching the full video . I just wanted to thank you once more . And I'm waiting for the next part. Your time and efforts doing this video is really highly appreciated bro🙏 Your way of delivering the tutorial is smooth, and sleek. Thank you Merci, شكراً لك.
@Mark_Kashef
@Mark_Kashef 3 күн бұрын
Thank you so much Ahmed! Appreciate the support haha.
@Mark_Kashef
@Mark_Kashef 3 күн бұрын
Thanks for laugh on this one haha - got me at the first part!
@mikew2883
@mikew2883 4 күн бұрын
Excellent overview! 👍
@Mark_Kashef
@Mark_Kashef 3 күн бұрын
Thanks so much Mike!
@DimitriDeBoose
@DimitriDeBoose 4 күн бұрын
Your're the best explainer I've ever seen. Congratz for your business and your videos
@Mark_Kashef
@Mark_Kashef 4 күн бұрын
Thank you so much for saying that! Means so much to hear 🦾
@DimitriDeBoose
@DimitriDeBoose 4 күн бұрын
Thanks, this is great! Do you think all the videos you have done using Replit could be done with Bolt? Including the Twilio / Realtime API?
@Mark_Kashef
@Mark_Kashef 4 күн бұрын
Thanks! To me, Replit helps alleviate all the backend work needed so that you can easily hook it up to the backend of any application, whether it’s a custom GPT or in this case a Bolt app. To recreate all of these functions from scratch in Bolt would increase the likelihood of hallucination over long enough of a conversation. Similar to my second example in this video where I just used a webhook to send a request to Make.com, I would still likely implement major functions outside of Bolt and bridge the functionality in using a Replit endpoint. Hope that helps explain my logic 🦾
@DimitriDeBoose
@DimitriDeBoose 3 күн бұрын
@@Mark_Kashef super clear - as always :)
@baronsengir4793
@baronsengir4793 4 күн бұрын
Check out the Loom? What's a loom? Gumbo description below? Gumbo? what are you talking about?
@Mark_Kashef
@Mark_Kashef 4 күн бұрын
Loom -> screen recording link where I walk through the step by step Gumroad -> link in the description will take you to Gumroad.com, where you’re able to access the resources discussed in this video
@SolluSaaS
@SolluSaaS 4 күн бұрын
Another question: how could I use Pinecone's Vector Store as the "brain" for my OpenAI agents (note that I'm not referring to "Custom GPTs," but actual AGENTS, okay)? Pinecone has indeed proven to be an excellent tool, and it might be very worthwhile to test it in my learning projects. However, I’d like to leverage its data processing capabilities within OpenAI agents. Do you think this is possible? Could you make a video about it?
@Mark_Kashef
@Mark_Kashef 4 күн бұрын
You absolutely can, we’ve done it for clients where we just take advantage of function calling with the assistants api - if you go back in my video list to my assistants api v2 video, I discussed how to implement function calling fairly in depth. Should sort you out on experimenting with it!
@SolluSaaS
@SolluSaaS 4 күн бұрын
Hello, my friend... I’d like to ask a question: Why use Pinecone instead of OpenAI's own Vector Store? Is the difference in results significant enough to justify using a separate tool just to have a vector store?
@Mark_Kashef
@Mark_Kashef 4 күн бұрын
Hey! OpenAI’s vector store hasn’t truly been updated in a very long time - it uses very basic RAG, and technically you have to play around with the chunking size for each document to determine the best parameter settings for retrieval. I’ve found that pinecone assistant is far more accurate, and they’re actively working on constantly improving it versus OpenAI who has left this API in Beta for the past year with no new updates in sight.
@SolluSaaS
@SolluSaaS 3 күн бұрын
@Mark_Kashef thank you VERY MUCH
@chrispearson31
@chrispearson31 5 күн бұрын
Is there a way to attach a file and add it as a vector - using ChatGPT without any modifications?
@Mark_Kashef
@Mark_Kashef 5 күн бұрын
hey Chris! Did you check out my more recent video on 100% accurate answers using Pinecone Assistant?
@chrispearson31
@chrispearson31 5 күн бұрын
@ I did - now I get what you mean. Upload the doc using Pinecone, not thru the GPT. Thanks - I love your stuff. Still trying to figure out how Replit comes into play and whether that is needed. I think it’s acting as the bridge - or as you call it - microservice - that connects the Vector DB to ChatGPT?
@Mark_Kashef
@Mark_Kashef 5 күн бұрын
@@chrispearson31 appreciate hearing that! I use Replit as a bridge as you said for multiple reasons -- getting a custom schema to work with api keys directly to Pinecone can be a headache, especially when it comes to change management. I use Replit to allow me to also further pre-transform any response I receive from Pinecone if I so choose, before it ever even hits ChatGPT.
@jalengonel
@jalengonel 7 күн бұрын
Lyrics and songwriting have started to have greater significance to me since I started prompting. Songs are basically encapsulated stories whose words say 100x more than the sum of their parts. It’s not always the details, more so it’s about evoking the “energy”. Listening to Billy Joel has been a really great exercise for communciating with brevity.
@Mark_Kashef
@Mark_Kashef 7 күн бұрын
you may have given birth to a new way of prompting :) "You are a sophisticated prompt engineer, you write your prompts similar to songwriters writing songs. High value per word written, with compressed instructions only keeping the completely necessary commands" riffing of course haha
@yoagcur
@yoagcur 8 күн бұрын
Thanks for this. Bit tough on the Jane Austen and mitochondria responses, though
@Mark_Kashef
@Mark_Kashef 8 күн бұрын
hahah agreed!
@yashica-jain
@yashica-jain 9 күн бұрын
this is gold!
@vinoe__7473
@vinoe__7473 9 күн бұрын
Making money is possible? Watching your videos? How to use and make it?
@Mark_Kashef
@Mark_Kashef 9 күн бұрын
hey! My channel is definitely not dedicated to making money with AI; solely how to leverage it
@ChiepShaguerre
@ChiepShaguerre 9 күн бұрын
so essentially one can fork your repl. but only change change Index name and if you have another clourd or region, correct?
@Mark_Kashef
@Mark_Kashef 9 күн бұрын
that's correct index name and pinecone api key
@ChiepShaguerre
@ChiepShaguerre 9 күн бұрын
thanks but you arent you making your data public with replit ( free)? And there isnt any encryption of your data in pinecone either ? Id love to do this setup and forking your code but it semmes i might be exposeing my data online correct?
@Mark_Kashef
@Mark_Kashef 9 күн бұрын
if you have hyper sensitive data, you're not making it public by any means, but if it's higher risk information I'd likely avoid using this strategy.
@touchofmenel
@touchofmenel 10 күн бұрын
i managed to get it to work, now im trying to get the same out put from the pinecone assistant to be reflected in my custom gpt. how do i do that?
@Mark_Kashef
@Mark_Kashef 9 күн бұрын
glad you got it working! the best way to get the rawest response is to write a prompt in the custom gpt to deliver the response from 'functionname' 'as-is' without transforming, paraphrasing, or changing it in any way.