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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')")
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