This tool uses Llama 4 Maverick (via Together AI), SerpAPI, and Firecrawl to automatically extract structured information about companies from the web. It performs intelligent URL selection and information extraction from web content.

Features

Automated Google search using SerpAPI
Intelligent URL selection using Llama 4 Maverick
Structured data extraction using Firecrawl
Color-coded console output for better readability

Prerequisites

Python 3.8+
Together AI API key
SerpAPI API key
Firecrawl API key

Installation

Clone the repository:

git clone <your-repo-url>
cd <your-repo-name>

Install dependencies:

pip install -r requirements.txt

Copy the example environment file and fill in your API keys:

cp .env.example .env

Edit the .env file with your API keys:

TOGETHER_API_KEY=your_together_ai_key
SERP_API_KEY=your_serpapi_key
FIRECRAWL_API_KEY=your_firecrawl_key

Usage

Run the script:

python llama-4-maverick-extractor.py

The script will:

Prompt you for a company name
Ask what information you want to extract
Search for relevant URLs
Extract and structure the requested information
Display the results

Example

$ python llama-4-maverick-extractor.py
Enter the company name: Tesla
Enter what information you want about the company: latest electric vehicle models and their prices

Error Handling

The script includes comprehensive error handling for:

Missing API keys
API rate limits
Network issues
Invalid responses
JSON parsing errors

License

MIT License - feel free to use and modify as needed.