# Smart Batch Task Executor

## Description
Smart Batch Task Executor is a Python tool that leverages AI models to intelligently batch and execute repetitive tasks. It optimizes task ordering based on dependencies, handles errors, and retries failed tasks automatically.

## Features
- Define tasks and batch parameters in a user-friendly JSON format.
- Use AI to optimize task ordering and resolve dependencies.
- Automatic retries and error handling for failed tasks.
- Generate execution logs for tracking task outcomes.

## Installation

1. Clone the repository:
   ```bash
   git clone <repository-url>
   cd smart_batch_executor
   ```

2. Install dependencies:
   ```bash
   pip install -r requirements.txt
   ```

## Usage

1. Create a JSON configuration file (e.g., `tasks.json`) with the following structure:
   ```json
   {
       "tasks": [
           {"name": "task1", "parameters": {}},
           {"name": "task2", "parameters": {}}
       ],
       "dependencies": {
           "task2": ["task1"]
       }
   }
   ```

2. Run the tool:
   ```bash
   python smart_batch_executor.py --config tasks.json
   ```

3. Check the generated `execution_logs.json` file for task execution results.

## Example

```bash
python smart_batch_executor.py --config tasks.json
```

## License
MIT License