Image Generation AI Agents

Generate high-quality images using PraisonAI Image Agents with both synchronous and asynchronous capabilities.

Image Generation in PraisonAI allows you to create high-quality images using natural language descriptions. The Image Agent supports both synchronous and asynchronous operations, making it flexible for various use cases.

Quick Start

Code

1. Install Package

   First, install the PraisonAI Agents package with LLM support:

   pip install "praisonaiagents[llm]"
   
2. Set API Key

   Set your OpenAI API key as an environment variable:

   export OPENAI_API_KEY=your_api_key_here
   
3. Create Agent

   Create a new file image_gen.py with the basic setup:

   from praisonaiagents.agent.image_agent import ImageAgent
   
   # Create an image agent
   agent = ImageAgent(
       llm="dall-e-3",
       
   )
   
   # Generate an image
   result = agent.chat("A cute baby sea otter playing with a laptop")
   print("Image generation result:", result)
   

Async

1. Install Package

   First, install the PraisonAI Agents package with LLM support:

   pip install "praisonaiagents[llm]"
   
2. Set API Key

   Set your OpenAI API key as an environment variable:

   export OPENAI_API_KEY=your_api_key_here
   
3. Create Async Agent

   Create a new file image_gen_async.py with the async setup:

   import asyncio
   from praisonaiagents import ImageAgent
   
   async def main():
       agent = ImageAgent(
           name="ImageCreator",
           llm="dall-e-3",
           style="natural"
       )
   
       result = await agent.achat("A cute baby sea otter playing with a laptop")
       print(f"Image generation result: {result}")
   
   if __name__ == "__main__":
       asyncio.run(main())
   

Features

DALL-E Integration

Seamless integration with DALL-E for high-quality image generation.

Async Support

Asynchronous operations for better performance in concurrent environments.

Natural Style

Generate images with natural, realistic styling options.

Verbose Mode

Detailed output logging for better debugging and monitoring.

Next Steps

Agents Overview

Learn more about PraisonAI Agents and their capabilities

API Reference

View the complete API documentation