# Ratchada_Utils
[](https://opensource.org/licenses/MIT)
[](https://badge.fury.io/py/ratchada-utils)
[](https://pypi.org/project/ratchada-utils/)
A Python library for text processing and utilities related to the Ratchada Whisper model.
## Installation
You can install `ratchada_utils` using pip:
```bash
pip install ratchada_utils
```
To install from source, clone the repository and run:
```bash
git clone https://github.com/yourusername/ratchada_utils.git
cd ratchada_utils
pip install .
```
## Usage
### Tokenizing Text
```bash
from ratchada_utils.processor import tokenize_text
text = "Your input text here."
tokenized_text = tokenize_text(text, pred=True)
print("Tokenized Text:", tokenized_text)
# Tokenized Text: ['your', 'input', 'text', 'here']
```
### Evaluate Performance
```bash
from ratchada_utils.evaluator import simple_evaluator
result = pd.read_csv("./output/result-whisper-ratchada.csv")
summary = simple_evaluator(result["pred_text"], result["true_text"])
```
## Requirements
1. Python 3.10 or higher
2. The Requirements are located in `requirements.txt`
## License
This project is licensed under the MIT License - see the `LICENSE` file for details.
## Contact
Please made contact on the [official repository](https://github.com/thinkingmachines/set-speechtotext-poc) of this project.
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"description": "# Ratchada_Utils\n\n[](https://opensource.org/licenses/MIT)\n[](https://badge.fury.io/py/ratchada-utils)\n[](https://pypi.org/project/ratchada-utils/)\n\nA Python library for text processing and utilities related to the Ratchada Whisper model.\n\n## Installation\n\nYou can install `ratchada_utils` using pip:\n\n```bash\npip install ratchada_utils\n```\n\nTo install from source, clone the repository and run:\n\n```bash\ngit clone https://github.com/yourusername/ratchada_utils.git\ncd ratchada_utils\npip install .\n```\n\n## Usage\n\n### Tokenizing Text\n\n```bash\n\nfrom ratchada_utils.processor import tokenize_text\n\ntext = \"Your input text here.\"\ntokenized_text = tokenize_text(text, pred=True)\nprint(\"Tokenized Text:\", tokenized_text)\n# Tokenized Text: ['your', 'input', 'text', 'here']\n```\n\n### Evaluate Performance\n\n```bash\nfrom ratchada_utils.evaluator import simple_evaluator\n\nresult = pd.read_csv(\"./output/result-whisper-ratchada.csv\")\n\nsummary = simple_evaluator(result[\"pred_text\"], result[\"true_text\"])\n```\n\n## Requirements\n\n1. Python 3.10 or higher\n2. The Requirements are located in `requirements.txt`\n\n## License\n\nThis project is licensed under the MIT License - see the `LICENSE` file for details.\n\n## Contact\n\nPlease made contact on the [official repository](https://github.com/thinkingmachines/set-speechtotext-poc) of this project.\n",
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