awesome-llm-apps/starter_ai_agents/ai_meme_generator_agent_browseruse

🥸 AI Meme Generator Agent - Browser Use

The AI Meme Generator Agent is a powerful browser automation tool that creates memes using AI agents. This app combines multi-LLM capabilities with automated browser interactions to generate memes based on text prompts through direct website manipulation.

Features

• Multi-LLM Support

  • Claude 3.5 Sonnet (Anthropic)
  • GPT-4o (OpenAI)
  • Deepseek v3 (Deepseek)
  • Automatic model switching with API key validation

• Browser Automation:

  • Direct interaction with imgflip.com meme templates
  • Automated search for relevant meme formats
  • Dynamic text insertion for top/bottom captions
  • Image link extraction from generated memes

• Smart Generation Workflow:

  • Action verb extraction from prompts
  • Metaphorical template matching
  • Multi-step quality validation
  • Automatic retry mechanism for failed generations

• User-Friendly Interface:

  • Model configuration sidebar
  • API key management
  • Direct meme preview with clickable links
  • Responsive error handling

API keys required:

• Anthropic (for Claude)
• Deepseek
• OpenAI (for GPT-4o)

How to Run

1. Clone the Repository:

   git clone https://github.com/Shubhamsaboo/awesome-llm-apps.git
   cd starter_ai_agents/ai_meme_generator_agent_browseruse
   

2. Install the dependencies:

   pip install -r requirements.txt
   

   Install playwright if needed.

   python -m playwright install --with-deps
   

3. Run the Streamlit app:

   streamlit run ai_meme_generator_agent.py
   
   

Running with uv

You can also run this project using uv, a fast Python package manager, instead of pip.

1. Clone the Repository:

   git clone https://github.com/Shubhamsaboo/awesome-llm-apps.git
   cd starter_ai_agents/ai_meme_generator_agent_browseruse
   

2. Install the dependencies (this creates a .venv and installs everything from pyproject.toml/uv.lock):

   uv sync
   

   Install playwright's browser binaries if needed:

   uv run playwright install --with-deps
   

3. Run the Streamlit app:

   uv run streamlit run ai_meme_generator_agent.py