OpenAI Dalle3 Image Generator using MERN Stack project
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- Опубликовано: 6 июн 2024
- Please watch: "Project Data Modelling #8 | Build and Deploy MERN Stack MERN blog project"
• Project Data Modelling... -~-
Final Source Code: github.com/tweneboah/Full-Sta...
Dive into the future of AI with us as we build a cutting-edge image generator application using OpenAI's DALL·E 3 and the MERN Stack (MongoDB, Express.js, React.js, Node.js). In this comprehensive video, we'll guide you step-by-step through the process of integrating the powerful capabilities of DALL·E 3 into a web application that allows users to create stunning images from textual descriptions. Whether you're a developer, an artist, or just an AI enthusiast, this project walkthrough has something exciting for you!
🚀 What You Will Learn:
Setting up the MERN stack for a full-stack project.
Integrating OpenAI's DALL·E 3 API for generating images from text.
Building a user-friendly interface with React.js.
Managing state with React Query for a seamless user experience.
🔧 Technologies Used:
MongoDB
Express.js
React.js
Node.js
OpenAI DALL·E 3 API
React Query
🔗 Stay Connected:
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#OpenAI #DALLE3 #MERNStack #FullStackDevelopment #AI #ImageGeneration #WebDevelopment #JavaScript #Reactjs #Nodejs #Expressjs #mongodb
[00:00] Introduction
- Introduction to the AI image generator project using OpenAI's DALL-E 3.
- Demonstration of image generation from a given prompt.
[00:27] Technology Stack Overview
- Overview of technologies used: Node.js, React, MongoDB, UseQuery, OpenAI, and Cloudinary.
[00:57] Architecture Explanation
- Discussion on the architecture and flow of the application from frontend to backend interaction.
[01:20] Image Handling with MongoDB and Cloudinary
- Explanation of why images are stored in Cloudinary before MongoDB due to the expiration of OpenAI's generated images.
[02:11] Setting Up the Project
- Walkthrough on setting up API keys from OpenAI and initializing the project in Visual Studio Code.
[03:02] Account and API Key Configuration
- How to obtain and manage API keys from OpenAI for the project.
[03:59] Backend Setup
- Initializing the backend with npm, installing dependencies, and configuring the server for the use of ES modules.
[04:55] OpenAI Integration
- Integration of OpenAI's DALL-E 3 API for image generation within the Node.js backend.
[06:16] Running the Backend Server
- Demonstration of starting and running the backend server using Node.js.
[07:11] OpenAI Configuration and Authentication
- Configuring OpenAI SDK in the backend for authenticating API requests.
[08:33] Generating Images via API
- Setting up the API route for image generation and handling the request and response logic.
[09:44] Frontend Setup and Configuration
- Preparing the frontend environment in React, discussing how to handle image data and API requests.
[10:34] Testing the Image Generation Functionality
- Using the tender client extension in Visual Studio Code to test image generation via the API.
[12:50] Integrating Cloudinary for Image Storage
- Configuring Cloudinary to store images generated from OpenAI to ensure they remain accessible.
[15:36] MongoDB Integration
- Setting up MongoDB for storing image URLs and additional data to retrieve them easily in the application.
[18:08] Database and Deployment Configuration
- Final steps in setting up the MongoDB database and ensuring network access.
[19:08] Backend Completion and Overview
- Summary of the backend setup, including routes for fetching and listing images.
[20:07] Frontend Development
- Beginning frontend development in React, setting up components and integrating with the backend.
[22:48] Completing Frontend Integration
- Finalizing the frontend, setting up state management and UI components to display images.
[24:43] Testing Complete Application
- Demonstrating the full functionality of the application, including generating and displaying images.
[26:49] Final Thoughts and Recap
- Recap of the project, discussing key points and the overall functionality of the image generator.
Interesting work
Thank you
@@masynctech Hi, I finished this project a few days ago and since then there's been a bug that I'm trying to fix but to no avail. That is to say that everything works correctly at first, and the images are well generated and appear well in the gallery. But the images appearing in the gallery are only displayed for a certain time. After a while, they're no longer displayed (there are still the boxes where they should appear, but these boxes remain white). As far as I understand, Cloudinary and MongoDB are used to compensate for the fact that, with Dalle3, images are ephemeral. And I've set them up, and the app works well, but not over time.
Now I don't know what to do. Can you please help me?
For information:
-in Cloudinary, the images are correctly saved and the URL shows the image.
-In MondoDB, images are saved, but the URL does not show the image, but this:
"This XML file does not appear to have any style information associated with it. The document tree is shown below.
AuthenticationFailed
Server failed to authenticate the request. Make sure the value of Authorization header is formed correctly including the signature. RequestId:872a5be8-601e-005d-5429-a13174000000 Time:2024-05-08T09:25:44.1139862Z
Signature not valid in the specified time frame: Start [Tue, 07 May 2024 20:13:34 GMT] - Expiry [Tue, 07 May 2024 22:13:34 GMT] - Current [Wed, 08 May 2024 09:25:44 GMT]
"
error: {
code: 'billing_hard_limit_reached',
message: 'Billing hard limit has been reached',
param: null,
type: 'invalid_request_error'
},
code: 'billing_hard_limit_reached',
param: null,
type: 'invalid_request_error' it shows the error again and again
The error message you're encountering, billing_hard_limit_reached, indicates that your OpenAI account has reached a billing limit set within your account settings. This limit is a safety feature to prevent overspending, and once it's reached, OpenAI services will be temporarily unavailable to you until the limit is reset or adjusted. Here's how you can address this issue:
Check Your Billing Settings: Log in to your OpenAI account and navigate to the billing section. Here, you can review your current usage and the limits that have been set.
Adjust Your Billing Limit: If your needs have changed, you can adjust the billing limit upwards to resume using OpenAI services. Ensure that you're comfortable with the new limit in terms of your budget.
Wait for the Limit to Reset: If you prefer not to change your billing limit, you'll need to wait for it to reset. Billing limits can be set to reset monthly, so you may be close to your reset date.
can u please share download link as the download option is not available in ur git.
Hi it can be found here github.com/tweneboah/Full-Stack-Web-Development-Bootcamp-Course/tree/main/PROJECTS/AI-PROJECTS/DALLE-3-IMAGE-GENERATOR
Bro can u share new api key plz
bro I do not have api key so can you please give me api key just for showing project in my college
You can have free apiKey by creating new account with openAI
Please i need api key. Allow me to use your api in my project for learning purposes
Hi, this is the key 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
@@masynctech thank you so much for the key. Sir 💕
@@masynctech this api key stopped working
Meaning it has expred, openAI expires it after 31 days @@sportsfever4116
please send github link
Hi it can be found here github.com/tweneboah/Full-Stack-Web-Development-Bootcamp-Course/tree/main/PROJECTS/AI-PROJECTS
bro can i have api key. for project review in college.
Unfortunately the key has expired
Create new account and openAI will give you free credit to begin with
@@masynctech ohk bro thanks im getting some error how can i contact u
@@shivaprakash7094 You can ask it here or join me on discord discord.com/invite/k8X6W9DC2Q