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:

```bash

pip install -r requirements.txt

```

Install playwright if needed.

```bash

python -m playwright install --with-deps

```

3. Run the Streamlit app:

```bash

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):

```bash

uv sync

```

Install playwright's browser binaries if needed:

```bash

uv run playwright install --with-deps

```

3. Run the Streamlit app:

```bash

uv run streamlit run ai_meme_generator_agent.py

```