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Stability AI Image Slideshow Generator
This video demonstrates how to use the Stability AI Image Slideshow Generator template.
from datetime import datetime
import os
import logging
import uuid
import tempfile
import shutil
import base64
import zipfile
import requests
from io import BytesIO
from fastapi import FastAPI, Form, HTTPException, Request, Depends
from fastapi.responses import HTMLResponse, RedirectResponse, FileResponse
from fastapi.staticfiles import StaticFiles
from fastapi.templating import Jinja2Templates
from sqlalchemy import Column, String, DateTime, create_engine, JSON
from sqlalchemy.ext.declarative import declarative_base
from sqlalchemy.orm import sessionmaker, Session
from PIL import Image
from dotenv import load_dotenv # Import dotenv to load environment variables
# Load environment variables from .env file
load_dotenv() # Make sure to have a .env file with your 'STABILITY_API_KEY' key
# Initialize loggingFrequently Asked Questions
How can businesses leverage the AI Image Slideshow Generator for marketing purposes?
The AI Image Slideshow Generator can be a powerful tool for businesses to enhance their marketing efforts. Companies can use it to create visually engaging content for social media posts, product presentations, or email campaigns. By inputting a product description or brand story, the AI will generate a series of images that capture key points, making the content more appealing and memorable to potential customers. This can lead to increased engagement and better conversion rates for marketing materials.
What industries could benefit most from using the AI Image Slideshow Generator?
Several industries could greatly benefit from the AI Image Slideshow Generator:
- Education: Teachers can create visual aids for lessons quickly.
- Real Estate: Agents can generate attractive slideshows for property listings.
- Travel and Tourism: Companies can create enticing visual stories for destinations.
- E-commerce: Businesses can produce engaging product showcases.
- Content Creation: Bloggers and social media influencers can enhance their storytelling.
The tool's versatility makes it valuable across various sectors where visual storytelling is key.
How can I customize the image generation process in the AI Image Slideshow Generator?
The AI Image Slideshow Generator allows for customization through the generate_prompt function. You can modify this function to adjust how prompts are created from the extracted key moments. For example, you could add specific styles or themes:
python
async def generate_prompt(moment: str) -> str:
return f"A vibrant, pop-art style illustration of {moment}, digital art"
This would result in images with a specific artistic style. You can also modify the payload in the generate_images function to adjust parameters like image size, number of samples, or other Stability AI API options.
Can the AI Image Slideshow Generator be integrated into existing web applications?
Yes, the AI Image Slideshow Generator can be integrated into existing web applications. It's built using FastAPI, which makes it easy to incorporate into other Python-based web projects. You can either use it as a microservice or integrate the core functionality directly.
To use it as a microservice, you would deploy the FastAPI app separately and make HTTP requests to it from your main application. For direct integration, you could import the key functions and adapt them to your existing codebase. For example:
```python from your_slideshow_generator import generate_slideshow
# In your existing FastAPI app @app.post("/create_slideshow") async def create_slideshow(story: str): slideshow = await generate_slideshow(story) return {"slideshow_id": slideshow.id, "image_urls": slideshow.image_urls} ```
This flexibility allows for seamless integration with various web application architectures.
What are the potential cost implications of using the AI Image Slideshow Generator for a business?
The cost of using the AI Image Slideshow Generator primarily depends on the usage volume and the pricing of the underlying AI image generation API (in this case, Stability AI). Businesses should consider:
Created: | Last Updated:
Here's a step-by-step guide for using the AI Image Slideshow Generator template:
Introduction
The AI Image Slideshow Generator is a powerful tool that transforms text stories into visually appealing slideshows. It uses AI to extract key moments from your narrative and generates corresponding images, creating a unique visual representation of your story.
Getting Started
To begin using this template:
- Click the "Start with this Template" button in the Lazy Builder interface.
Setting Up Environment Variables
Before running the app, you need to set up an environment variable:
- Navigate to the Environment Secrets tab in the Lazy Builder.
- Add a new secret with the key
STABILITY_API_KEY. - To get the value for this key:
- Go to the Stability AI website (https://stability.ai/).
- Sign up or log in to your account.
- Navigate to your API keys section.
- Generate a new API key if you don't have one.
- Copy the API key.
- Paste the copied API key as the value for
STABILITY_API_KEYin the Lazy Builder.
Testing the App
Once you've set up the environment variable:
- Click the "Test" button in the Lazy Builder interface.
- The Lazy CLI will start, and the app will begin deployment.
Using the App
After deployment, you'll receive a server link to access the app's interface. Here's how to use it:
- Open the provided link in your web browser.
- You'll see a text area where you can input your story.
- Type or paste your story into the text area.
- Click the "Generate Slideshow" button.
- Wait while the AI processes your story and generates images.
- Once complete, you'll be redirected to a page displaying your slideshow.
On the slideshow page, you can:
- Navigate through the images using the arrow buttons or by clicking on the thumbnails.
- Download the entire slideshow as a ZIP file.
- Get an embed code to share your slideshow on other websites.
- Create another slideshow by clicking the "Create Another Slideshow" button.
Integrating the App
This app functions as a standalone web application and doesn't require integration with external tools. You can share the generated slideshows by:
- Using the provided embed code to display the slideshow on other websites.
- Downloading the ZIP file and sharing the images directly.
Remember, you can always create new slideshows by returning to the main page and entering a new story.
Here are 5 key business benefits for this AI Image Slideshow Generator template:
Template Benefits
-
Enhanced Content Creation: Businesses can quickly transform written content into visually engaging slideshows, making it easier to create compelling presentations, social media posts, and marketing materials.
-
Improved Audience Engagement: By automatically generating relevant images for key points in a text, this tool helps capture and maintain audience attention, leading to better information retention and engagement with the content.
-
Time and Cost Savings: The AI-powered automation significantly reduces the time and resources typically required for manual image selection and slideshow creation, allowing teams to focus on other critical tasks.
-
Versatile Applications: This template can be used across various industries and departments, including marketing, education, training, and sales, to create visually appealing content for diverse purposes.
-
Scalable Content Production: With the ability to quickly generate slideshows from text input, businesses can easily scale their content production, maintaining a consistent visual style across multiple projects or campaigns.
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