https://github.com/belmqadem/azure-open-ai
A web interface that integrates Azure GPT-4 for text generation and DALL-E 3 for image creation using Azure Openai.
https://github.com/belmqadem/azure-open-ai
ai artificial-intelligence azure azure-ai-engineers azure-ai-services azure-ai-studio dalle-3 generative-ai gpt-4 image-generation openai openai-api python
Last synced: 4 months ago
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A web interface that integrates Azure GPT-4 for text generation and DALL-E 3 for image creation using Azure Openai.
- Host: GitHub
- URL: https://github.com/belmqadem/azure-open-ai
- Owner: belmqadem
- Created: 2024-12-02T21:55:57.000Z (10 months ago)
- Default Branch: main
- Last Pushed: 2025-02-01T14:28:01.000Z (8 months ago)
- Last Synced: 2025-03-27T06:16:36.832Z (7 months ago)
- Topics: ai, artificial-intelligence, azure, azure-ai-engineers, azure-ai-services, azure-ai-studio, dalle-3, generative-ai, gpt-4, image-generation, openai, openai-api, python
- Language: Python
- Homepage:
- Size: 761 KB
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# Azure GPT-4 and DALL-E 3 Integration
This project allows you to interact with **Azure GPT-4** for generating text and **DALL-E 3** for generating images through a user-friendly interface powered by **Gradio**.
## Features:
- **GPT-4 Text Generation**: Enter a prompt and generate meaningful, contextually accurate text responses.
- **DALL-E 3 Image Generation**: Input a text description, and DALL-E 3 will generate a high-quality image based on the prompt.
- **Gradio Interface**: Easily interact with both AI models through a simple and clean web interface.
## Showcase:
## Requirements:
- Python 3.7+
- `requests` library
- `gradio` library
- **API keys** for both **Azure GPT-4** and **DALL-E 3** from OpenAI or Azure platform.
## Setup Instructions:
1. Install dependencies:
```bash
pip install requests gradio python-dotenv
```
2. Get API Keys:
- To use **Azure GPT-4** and **DALL-E 3**, sign up for an account on [Azure](https://azure.microsoft.com/) or [OpenAI](https://platform.openai.com/) and generate API keys.
- Create a `.env` file in the project root directory and add your API keys as follows:
```env
API_KEY=your_openai_api_key_here
GPT_ENDPOINT=your_gpt_endpoint_url_here
IMAGE_ENDPOINT=your_dalle_endpoint_url_here
```
3. Run the app:
```bash
python app.py
```
4. Open your browser and visit the provided URL to interact with the interface.
## How It Works:
- **GPT-4**: Takes a text prompt and provides a conversational AI response.
- **DALL-E 3**: Takes a descriptive text prompt and generates an image based on the input.
## Customizations:
- You can modify the temperature, max tokens, and other parameters for GPT-4 text generation to adjust the style and length of responses.
- For image generation, adjust the image size and the model if required.
## Contributing:
Feel free to fork this repository, submit issues, and create pull requests for improvements.