README.md

2. Configure Google Cloud authentication:

   export GOOGLE_APPLICATION_CREDENTIALS="/path/to/your/service-account-file.json"
   

3. Set up config.json or environment variables with your API key:

   {
     "API_KEY": "your_api_key_here"
   }

Usage Examples

Initializing the Client

from src.gemini_client import GeminiClient

client = GeminiClient()

Making Prediction Requests

# Predict with Gemini Pro Models
results = client.predict_with_gemini_pro_models('model_name', 'path/to/image.jpg')

# Predict with Gemini Vision Pro Models
results = client.predict_with_gemini_vision_pro_models('model_name', 'path/to/image.jpg')

Interpreting the Results

for result in results:
    print(f"Category: {result['category']}, Confidence: {result['confidence']}, Bounding Box: {result['bounding_box']}")

Configuration and Logging

from src.config import Config
from src.logger import get_logger

config = Config()
api_key = config.get_api_key()

logger = get_logger('application')
logger.info("Application started")