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+  </component>
+  <component name="com.intellij.coverage.CoverageDataManagerImpl">
+    <SUITE FILE_PATH="coverage/Generative_AI_with_poultry_disease_detection_system_v2$Unnamed.coverage" NAME="Unnamed Coverage Results" MODIFIED="1730337647536" SOURCE_PROVIDER="com.intellij.coverage.DefaultCoverageFileProvider" RUNNER="coverage.py" COVERAGE_BY_TEST_ENABLED="false" COVERAGE_TRACING_ENABLED="false" WORKING_DIRECTORY="" />
+  </component>
+</project>

config.ini

@@ -0,0 +1,11 @@
+[MODELS]
+# Path to the disease detection model file
+DISEASE_MODEL_PATH = models/Final_Chicken_disease_model.h5
+
+[DATABASE]
+# MongoDB connection URI
+MONGO_URI = mongodb://localhost:27017/
+
+[HUGGING_FACE]
+# Name of the Llama model to use for text generation
+LLAMA_MODEL_NAME = meta-llama/Llama-3.2-1B

services/disease_detection_service.py

@@ -22,7 +22,6 @@ if HF_TOKEN:
 else:
     logger.warning("Hugging Face token not found in environment variables.")
 
-
 # Load environment variables
 MONGO_URI = os.getenv("MONGO_URI")
 db_client = MongoClient(MONGO_URI)
@@ -37,7 +36,7 @@ gpu_devices = tf.config.list_physical_devices('GPU')
 if gpu_devices:
     for gpu in gpu_devices:
         # Enable memory growth for each GPU to avoid allocating all memory at once
-        tf.config.set_memory_growth(gpu, True)
+        tf.config.experimental.set_memory_growth(gpu, True)
     from tensorflow.keras import mixed_precision
     # Check if GPU supports mixed precision (compute capability >= 7)
     gpu_details = tf.config.experimental.get_device_details(gpu_devices[0])
@@ -88,7 +87,6 @@ def load_llama_model():
         logger.error(f"Error loading Llama model: {e}", exc_info=True)
         raise RuntimeError("Failed to load Llama model") from e
 
-
 # Disease mapping and treatment guidelines
 # Maps predicted class indices to disease names, status, and treatment recommendations
 name_disease = {0: 'Coccidiosis', 1: 'Healthy', 2: 'New Castle Disease', 3: 'Salmonella'}
@@ -187,7 +185,5 @@ class PoultryFarmBot:
 disease_model = load_disease_model()
 llama_model, llama_tokenizer = load_llama_model()
 
-
 # Initialize the bot instance
 bot = PoultryFarmBot(db)
-