Nova-click lets you control your browser with plain text commands. It's built with Amazon Nova (via Amazon Bedrock) and Playwright. Check it out on GitHub: nova-click.
TL;DR ⏩
| Aspect | Key Takeaway |
|---|---|
| What can it do? | Convert plain text commands into browser actions. |
| Dependencies? | Only boto3 and Playwright required. |
| Model? | Amazon Nova (via Amazon Bedrock) |
| Where to try? | See the source on GitHub: https://github.com/Naoki0513/nova-click |
| Who is it for? | Ideal for developers and researchers interested in browser automation. |
Demo 🎬
Prompt: "Search for the most popular waterproof Bluetooth speaker under $50 on Amazon and add it to the cart.
View the high-quality version here.
Quick Start 🚀
# 1. Clone the repository
git clone https://github.com/Naoki0513/nova-click.git
cd nova-click
# 2. Install dependencies
pip install boto3==1.38.13 playwright==1.40.0
python -m playwright install chromium
# 3. Set up AWS credentials
mkdir credentials
vim credentials/aws_credentials.json # Save with the format below
{
"aws_access_key_id": "AKIA…",
"aws_secret_access_key": "xxxxxxxx",
"region_name": "us-west-2"
}
# 4. Launch
python main.py
Modify the constants in main.py to test different prompts and models.
Motivation 💡
"Imagine AI managing all your browser tasks—that would change the game."
Automating repetitive browser tasks lets users focus on creativity and impact—this idea inspired nova-click.
How It Works ⚙️
nova-click loops through three steps
- Page ARIA tree snapshot as JSON
- Amazon Bedrock decision (click or type)
- Playwright action execution
Repeat until your task is complete.
Why Amazon Nova? 💎
Amazon Nova, running on Amazon Bedrock, delivers cost-efficiency, speed, and large context support. Here's how it compares:
| Model | Input Cost ($/M tokens) | Output Cost ($/M tokens) | Context Window | Speed |
|---|---|---|---|---|
| Amazon Nova Pro | 0.80 | 3.20 | Up to 300K tokens | ◎ |
| GPT-4o | 2.50 | 10.00 | Up to 128K tokens | ○ |
| Claude 3.7 Sonnet | 3.00 | 15.00 | Up to 200K tokens* | △ |
FAQ ❓
Q1. How does nova-click differ from Nova Act?
Nova Act (https://nova.amazon.com/act) is Amazon's dedicated browser-automation model, while nova-click is a lightweight framework that works with any general-purpose LLM.
Q2. How reliable is it?
nova-click is an early research prototype and can be flaky—expect occasional missteps on complex pages, so review and tweak its actions as needed.
Q3. Does it use Playwright MCP?
No—nova-click uses plain Playwright in Python, though it draws inspiration from MCP.
Get Started 🎉
- Clone and run
python main.py. - Describe your workflow in plain English.
- Stars, issues, and PRs welcome.
Join us in exploring LLM-driven browser automation with nova-click.
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