https://github.com/1999azzar/stability_chat_bot
"Flask app with chat bot & image generation. Engage with AI, generate images from text prompts. Easy setup & customization."
https://github.com/1999azzar/stability_chat_bot
chatbot gemini image-generation llm stability-ai
Last synced: 7 months ago
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"Flask app with chat bot & image generation. Engage with AI, generate images from text prompts. Easy setup & customization."
- Host: GitHub
- URL: https://github.com/1999azzar/stability_chat_bot
- Owner: 1999AZZAR
- License: unlicense
- Created: 2024-03-17T21:19:22.000Z (over 1 year ago)
- Default Branch: master
- Last Pushed: 2024-03-26T19:42:45.000Z (over 1 year ago)
- Last Synced: 2025-02-01T12:45:49.023Z (8 months ago)
- Topics: chatbot, gemini, image-generation, llm, stability-ai
- Language: Python
- Homepage:
- Size: 153 KB
- Stars: 1
- Watchers: 1
- Forks: 1
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md
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README
# Stability Chat Bot
**Overview:**
This Flask application serves as a chat bot interface integrated with an image generation feature. Users can interact with the chat bot, which responds using Gemini AI, a powerful language generation model. Additionally, users can generate images based on text prompts provided to the bot.
**Features:**
- **Chat Bot Interface:** Users can engage in conversations with the chat bot, which operates under the persona of "Frea," a friendly and intelligent AI assistant.
- **Image Generation:** Users can request the generation of images based on text prompts. The generated images are crafted using the Stability AI API, incorporating the provided prompt to create unique visuals.
- **Image Logging:** The application logs generated images, storing metadata such as filename and creation time in a SQLite database.
- **Security Measures:** The application includes security measures to prevent bot activity detection and incorporates safety settings to filter out harmful content in chat responses.
**Prerequisites:**
- Python 3.x installed on your system.
- Access to the Stability AI API for image generation.
- A Google Cloud Platform account with access to the Gemini AI API.
- Installation of necessary Python packages (specified in `requirements.txt`).
**Setup:**
1. Clone this repository to your local machine.
2. Install the required Python packages using `pip install -r requirements.txt`.
3. Obtain API keys for the Stability AI API and the Gemini AI API.
4. Create a `.env` file in the web directory and add the API keys:
```text
STABILITY_API_KEY=your_stability_api_key
GEMINI_API_KEY=your_gemini_api_key
```
**Usage:**
1. Navigate to the web directory.
2. Run the Flask application by executing `python app.py` in the terminal.
3. Access the application in your web browser by navigating to `http://localhost:2500`.
4. Interact with the chat bot by typing messages in the input field and pressing "Send".
5. To generate an image, start your message with "imagine" followed by a prompt (e.g., "imagine a serene landscape").
6. The generated images will be displayed in the chat interface, and metadata will be logged in the database.
Below is a screenshot of how the application interface may look while running:
**Additional Notes:**
- The application includes a mechanism to delete old images from both the filesystem and the database to manage storage efficiently.
- Customize the chat bot's behavior, appearance, and personality by modifying the `response.py` and `iresponse.py` files.
- Further enhancements and integrations, such as user authentication and persistent user sessions, can be implemented to extend the application's functionality.
**Contributing:**
Contributions to this project are welcome. Please submit pull requests or open issues for any improvements, bug fixes, or feature requests.
**License:**
This project is licensed under the MIT License. See the `LICENSE` file for more details.