Update app.py

app.py

@@ -8,7 +8,12 @@ from pathlib import Path
 from calendar_rag import (
     create_default_config,
     AcademicCalendarRAG,
-    PipelineConfig
+    PipelineConfig,
+    ModelConfig,  # Import ModelConfig
+    RetrieverConfig,  # Import RetrieverConfig
+    CacheConfig,  # Import CacheConfig
+    ProcessingConfig,  # Import ProcessingConfig
+    LocalizationConfig  # Import LocalizationConfig
 )
 # Custom CSS for enhanced styling
 def load_custom_css():
@@ -88,28 +93,18 @@ def load_custom_css():
             </style>
     """, unsafe_allow_html=True)
 
+
 def initialize_pipeline():
     """Initialize RAG pipeline with enhanced configurations"""
     try:
         openai_api_key = os.getenv('OPENAI_API_KEY') or st.secrets['OPENAI_API_KEY']
         
-        # Create detailed configuration
-        config = PipelineConfig(
-            model=ModelConfig(
-                openai_api_key=openai_api_key,
-                embedder_model="sentence-transformers/paraphrase-multilingual-mpnet-base-v2",
-                openai_model="gpt-4",
-                temperature=0.3
-            ),
-            retriever=RetrieverConfig(top_k=5),
-            cache=CacheConfig(
-                enabled=True,
-                cache_dir=Path("./cache"),
-                ttl=86400
-            ),
-            processing=ProcessingConfig(batch_size=32),
-            localization=LocalizationConfig(enable_thai_normalization=True)
-        )
+        # Create configuration using create_default_config
+        config = create_default_config(openai_api_key)
+        
+        # Customize any specific settings if needed
+        config.model.embedder_model = "sentence-transformers/paraphrase-multilingual-mpnet-base-v2"
+        config.model.openai_model = "gpt-4o"
         
         pipeline = AcademicCalendarRAG(config)