Great tutorial! Another more advanced tutorial about how to integrate OAuth to let the user login first before accessing the rest of the APIs will be great! thanks again for your excellent work!

I selected "Chinese" and it worked too!! :D

Great video. I'd love to see a more indepth longer vidoes that have multiple functionality for a specific business case you have done :-)

Blew me away! I have a lot to learn before I get to that level - cheers.

This video is incredible, thank you so much for not only sharing some practical knowledge, but helping pull back the curtain on a paradigm shift. Yes please, I'd love to see more on an oauth solution, that validates and monitors key/request usage as part of a middle tier! That is what I was actually looking for when I came across this video! Cheers!

Good to see that your dev-work is in-line with the last video! I have implemented this system with my own usecase and it is working out quite fine! You have to play around a little bit with the agent-setup & the different tools and possibilities, but man, this stuff is wonderful. Thanks for sharing API-driven ideas now as well!

Awesome tut Vrsen - I hit a snag with getting the firbase url and posted the issue to github repo. Left this to comment before but I think it was deleted because I posted the github issue link!

🎯 Key Takeaways for quick navigation: 00:00 🚀 *Setting up Firebase functions and creating a new project* - Installing the Firebase CLI and initializing Firebase functions - Selecting the project language and installing dependencies - Generating a token for authentication and setting up Google Analytics client 02:06 🔒 *Authenticating and setting up Google Analytics client* - Setting up token authentication for the API - Retrieving and comparing the token for authentication - Initializing the Google Analytics client and setting up service account key 03:57 📊 *Setting up Google Analytics API and defining OpenAPI function schema* - Enabling and managing the Google Analytics API - Setting up service account key and adding it to the Google Analytics account - Defining the OpenAPI function schema using the instructor library 06:05 🛠️ *Completing the main logic and deploying the function* - Unpacking request data and validating against the schema - Constructing a request body for the Google Analytics API - Returning the data from the report and deploying the function 08:12 💼 *Creating custom logic and additional endpoints for custom GPT* - Adding new functions for custom logic and endpoints - Defining the schema for the new function - Completing the main logic for the new endpoint 09:48 🚀 *Publishing and sharing your custom GPT* - Adding a privacy policy URL for sharing the GPT - Publishing the GPT to be accessible only to people with the link - Sharing the GPT with your organization or clients 10:16 🛠️ *Example: Creating a simple calculator endpoint* - Creating a new function for a calculator endpoint - Defining the schema for the calculator function - Completing the main logic for the calculator endpoint 11:24 📈 *Strategic approach to custom GPT development* - Considering the uniqueness and viability of your GPT idea - Customizing solutions for specific business needs - Leveraging custom logic and APIs to enhance functionality Made with HARPA AI

Great tutorial! Public access will be great to explain.

Interested to learn how to let anyone connect…also great info thanks!

Thanks Mate..

Watching it again. Very interested on the possibility of making GPT auths for multiple users. Thanks again you are the best.

Totally agreed with you. If the idea is so great, OpenAI will do it themselves T_T

Love this. A WOW! insight.

Man, great content. Sub earned.

Great video, really to the point I want to create a marketplace to match job posts with applicants. i would like both the job creators and the job seekers to be able to submit their requirements via a chatbot (chatgpt e.g) as well as a structured form. So ideally i'd like the llm to push the postings into the db, and also call an api function to pull the potential matches from the postings to the applicant requirements. Would be happy with some help about gpt's populating and querying db's with dynamic data

Thank you for the video. I have a question, can we do the same for the Google Map API?

thanks a lot for this video it is exactly what I was looking for!! just a hiccup- locally it works but when I try to deploy firebase I get this error: ModuleNotFoundError: No module named 'instructor' I need to manually add instructor to the project right? thanks again your ideas are great congrats!

great video, I would love to see more in depth videos of using pydantic and instructor!

It would be great to see this with the Auth option for public users.

Thank you. This is terrific. My Ask Is it possible to call a Firebase Function using the OpenAI Assistant Functions inside the Playground? Why? 1. I was trying to do exactly this, but I don't see a place to Authenticate a Function inside the Playground. 2. I wanted to have the AI Assistant be accessible via an API endpoint AND wanted to have that Assistant able to call other functions exactly as you did here.

Thanks, this is of great help. Could you please show an example of public application as well?

Is there a variation of this for the Assistant API Functions? How different are they from GPTs Actions?

Excellent video and channel! Subbed! Can I ask a quick question? I want to run local models (from huggingface) and have my eye on a MacBook Pro for this purpose, mainly for the low power footprint and mobility. As I am learning to fine tune these models (potentially in the cloud) and plan to test inference locally, would 64GB RAM suffice in an M1/M2/M3 Max? or, is my money better spent on something like Google Colab instead? I'd really appreciate your advice on this, if you can. Thanks a lot. :)

How concerned are you about the viability of OpenAI ? Should we be looking at other options to build workflows?

Can you do the same but hosted inside of a company's infrastructure rather than on OpenAI's ? I also imagine you can do the same for other analytics tools.

Отличное видео. Спасибо большое.

Thanks man

big fan, bor how do u make your circle videoes ?which software?

How do you think these might be used/sold after being created? Is there a way to deploy them as standalone applications? Aren't the links to custom-made GTPs only available to GTP4 users?

after firebase init functions i get "Failed to authenticate, have you run firebase login?".. stuck.

Thanks. How to connect a fast api server?

My main concern with GPT's is security, Haven't they been leaking everything, even API keys? Or is this just from poor implementations? I don't understand this oversight if that's the case

Спасибо за видео ! Можно ли GPTS интегрировать в инстаграмм или ватсапп?

Video idea: Something no one talks about: how does the API application look like in a real business data infrastructure (ETL/output) ?

still prefer cloudflare workers tbh

Hi, I am getting a "ModuleNotFoundError: No module named 'google.analytics'" when I try to deploy. Can you help me?

Phenomenal 🦾🦾🦾