# HarmonyAI

HarmonyAI is a powerful, self-improving AI system designed to understand and execute commands with human-like comprehension and intention. It continuously self-evaluates and optimizes its capabilities, focusing on generating financial success through ethical, innovative software solutions.

## Directory Structure

\```
harmonyai/
  ├── dataset/
  │   └── commands_dataset.csv
  ├── scripts/
  │   ├── execute_command.py
  │   ├── fine_tune.py
  │   └── web_scrape.py
  ├── models/
  │   └── model_config.py
  ├── server/
  │   └── app.py
  ├── workflows/
  │   └── airflow_dags.py
  ├── monitoring/
  │   ├── prometheus_config.yaml
  │   └── grafana_dashboard.json
  └── README.md
\```

## Components

### Dataset

The dataset includes a variety of commands, intents, effective methods, permissions, safety checks, self-improvement directives, and user interaction examples.

### Scripts

- `execute_command.py`: Handles the execution of commands sent to HarmonyAI.
- `fine_tune.py`: Fine-tunes the selected models using the prepared dataset.
- `web_scrape.py`: Scrapes websites for data to be used in fine-tuning the model.

### Models

- `model_config.py`: Configuration for the models used by HarmonyAI.

### Server

- `app.py`: Flask server to handle command execution requests.

### Workflows

- `airflow_dags.py`: Apache Airflow DAGs for workflow automation.

### Monitoring

- `prometheus_config.yaml`: Configuration for Prometheus monitoring.
- `grafana_dashboard.json`: Configuration for Grafana dashboard.

## Setup

1. **Run the setup script**:
    \```
    bash setup_harmonyai_auto.sh
    \```

2. **Fine-tune the model**:
    \```
    python ~/harmonyai/scripts/fine_tune.py
    \```

3. **Start the server**:
    \```
    python ~/harmonyai/server/app.py
    \```

4. **Run Airflow**:
    \```
    airflow initdb
    airflow webserver -p 8080
    airflow scheduler
    \```

5. **Monitor using Prometheus and Grafana**:
    - Follow the configurations in `prometheus_config.yaml` and `grafana_dashboard.json`.