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| import os | |
| import sys | |
| import torch | |
| import numpy as np | |
| import logging | |
| from typing import List, Union, Dict, Any, Optional | |
| from tqdm import tqdm | |
| # Add root to python path to allow imports from open_biomed | |
| sys.path.append(os.path.dirname(os.path.dirname(os.path.abspath(__file__)))) | |
| # Removed BioMedGPT references and added placeholders for open-source models | |
| class BioFlowOBM: | |
| def __init__(self, config_path: str = "configs/model/opensource_model.yaml"): | |
| self.config_path = config_path | |
| self.model = None # Placeholder for open-source model | |
| def initialize(self): | |
| # Placeholder for initializing open-source model | |
| pass | |
| def process_data(self, data): | |
| # Placeholder for processing data using open-source model | |
| pass | |
| logging.basicConfig(level=logging.INFO) | |
| logger = logging.getLogger(__name__) | |
| # Example usage block | |
| if __name__ == "__main__": | |
| # Create valid dummy data/config for test if needed | |
| print("This script is a library. Import OBM to use.") | |
| print("Example:") | |
| print("from scripts.bioflow_obm import OBM") | |
| print("obm = OBM()") | |
| print("vec = obm.encode_text('Biology is complex')") | |