OpenAI GPTs + Custom Action 🤯 INSANE! How to integrate API? 🚀 (Full Tutorial)

🌐 Unlock the Power of GPTs with API Integration! 🔥

Add Actions
Add Functions
Integrate with API

Learn to supercharge your GPTs by integrating APIs for enhanced functionality and efficiency. Discover step-by-step guides, get insights on OpenAPI schema, and see a live demo with a weather data API! 🤖💻

🚀 Benefits:

Tailor GPTs to your needs.
Effortlessly integrate APIs.
Enhance GPT efficiency.
Practical API usage demonstration.
Make your GPTs more powerful!

Timestamps:
0:00 - Introduction and GPT API Integration
0:15 - Guide to Setting Up GPT API Integration
1:00 - Editing and Configuring GPT Interface
2:00 - API Endpoint and GET Function Explanation
3:00 - Demonstrating Successful API Integration
4:02 - Viewing and Testing Updated GPT Configuration

#GPT, #Actions #API #Integration, #OpenAPI, #WeatherData, #Efficiency, #TailoredGPT, #APIUsage, #StepByStepGuide, #TechTutorial, #AI, #ArtificialIntelligence, #CustomGPT, #GPTsAction, #SoftwareIntegration, #APIIntegration, #OpenAPISchema, #APIImplementation, #GPTCustomization, #GPTEnhancement, #CodelessIntegration, #PersonalizedAI, #AIAction, #AIIntegration, #UserInterface, #AIConfiguration, #APIConfiguration, #WeatherAPI, #GPTUpdate, #AIEnhancement, #CustomAI, #AIforEveryone, #GPTforBusiness, #GPTforHome, #AIActions, #GPTPlus, #EnterpriseAI, #DevDay, #CustomInstructions, #ChatGPT

[ahtoshkaa]

It would be really amazing if you could show a way to use Actions to store conversation data (for example on Google Drive) and then have another action that allows the bot to retrieve it. This way it will have persistent memory and the memories will be stored in a secure location.

[patrickzhou]

Open AI will use the private/ personal documents you upload for training its future LLM models. Be aware.

[cutty]

I've been messing with a custom GPT, I'm excited to see this video. I was about to hop into Visual Studio Code and re-watch your OpenAI Assistants API + Function Calling video

[motivational]

Perfect. Could you make a video on how to store and read large files with assistant? I always get token rate limits whenever I try to use any file that is slightly larger than normal, but those are also the type of files that is great for my my particular use cases. Im using large XML data

[oieieio]

Tried this schema in my GPT, works great. Nice videos, very helpful.

[DihelsonMendonca]

Unfortunately, you didn't provide the most important thing: The code. It should be in the description. I don't understand Python nor programming, so, it would be useful. But on the example of weather, you don't need to use actions. If you ask directly to the GPT, it will browse the web and bring it to you. I did it yesterday. We should have more interesting actions that the browser isn't capable of doing, for example, automation. Thanks. 👍

[PaulFishwick]

This works well - great video description for this server that does not require an api key. Have you tried creating an ACTION where an API Key is needed? You can specify the API Key in the Configuration -> Authentication area of Actions, however, I could not get the API Key specified there to be included in the Request Body of the schema. This particular server needs a JSON request body and not a path-based specification.

[Muzeishen]

This was really clear and easy to understand. Thank you.

[Canna_Science_and_Technology]

FYI there is a failure of direct retrieval with GPT-4 using the new OpenAI Assistant API. GPT tokenizes text and creates its own vector embeddings based on its specific training data. The new terms and sequences may not connect well to the pretrained knowledge in GPT's weight tensors.
There was no semantic similarity between the new API terms and GPT's existing vector space. This is a fundamental issue with retrieval augmentation systems like Rag - external knowledge is not truly integrated into the model's learned weights. Adding more vector stores cannot solve this core problem.
The solution is to have multiple learned "knowledge planes" with trained weight tensors for specific tasks that can be switched in. This is better than just retrieving separate vector representations.

[elrecreoadan]

Hi! What differences are there between GPTs and Assistants?

[ytpah]

🎯 Key Takeaways for quick navigation:

00:00 🤯 Introducing the concept of adding actions and functions to GPTs through API integration for enhanced efficiency.
00:15 🎥 The presenter expresses excitement about demonstrating GPT's actions and promises a step-by-step guide for setup.
00:28 🌐 Discussion on integrating any API with GPT, including custom software or APIs, with a mention of regular AI-related video content.
00:42 🛠️ Reference to a previous beginner's guide on GPT setup and an introduction to editing and adding actions to GPT.
00:57 ✏️ Instructions on accessing the edit interface of GPT and configuring settings.
01:11 🖱️ Guide to adding actions in the configure page of GPT settings.
01:24 ⚙️ Explanation of the open API schema interface for action addition, including a walkthrough of JSON structure requirements.
01:37 📄 Details on providing general information in the open API schema such as title, description, and version of the API.
01:51 🌦️ Example of integrating a weather data API, including URL and endpoint configuration.
02:04 📍 Discussion on specifying endpoints and parameters, using location as a variable in the example.
02:17 🔄 Introduction to GET function and parameters, with a promise of more advanced tutorials.
02:32 ✔️ Explanation of response types in APIs, particularly 200 and 404 status codes.
02:46 🚫 Description of potential API response errors and their implications.
03:00 🛠️ Final steps in setting up the open API schema, including error handling and response codes.
03:13 🧩 Detailing the components and schema section of the API integration setup.
03:27 📋 Steps to copy and implement the structured schema into the GPT.
03:41 🗝️ Explanation of the authentication method and privacy policy requirements in API integration.
03:54 ✅ Finalizing the API integration with GPT and updating settings.
04:08 🌐 Testing the integrated API by querying weather information.
04:22 🌤️ Demonstrating a successful API response with current weather data.
04:36 📚 Announcing future tutorials on advanced GPT features like authentication and API keys.
04:46 📢 Encouragement to like, share, subscribe, and acknowledgement of the tutorial's conclusion.

Made with HARPA AI

[Sergedable]

hello, can you please show us how to implement whisper api as action

[coolstoryai]

If would be nice if you can to show us how to set up some other api that is not already on there. There is free public apis an interesting one of those would be cool. I am not familiar with api setup but i want to learn enough to set a connection on chatgpt idk how to get the schema set up.

[chrchab]

Really excellent! Any chance to get the code example? Best.

[andremlo]

Thanks for the Video. But if you provide the same Code in the OpenAI PLayground for a Specific Assistant the schema is invalid, do you know why?

[michael-jones]

I’m getting stuck on an action with an API key. Would appreciate a video on that topic

[spartakkuszg]

Have you managed to integrate with OAuth? I haven't, authorization code always fails after redirecting back to the GPT UI

[jamiecoxe]

Is it possible to execute or post to a GPT. I created several, and I would like to execute them via another application, aka API

[Muzeishen]

Me at the beginning of the video: Yes. YES…

[ccouto]

insane. But this feature is not in the api, correct? only through the UI. For me, it doesn't appear on the playground either.