Function validate_model_config

rag_system/main.py:211–236

Validates the model configuration for consistency and availability. Raises: ValueError: If configuration conflicts are detected

()

    return agent

def validate_model_config():
    """
    Validates the model configuration for consistency and availability.
    
    Raises:
        ValueError: If configuration conflicts are detected
    """
    print("🔍 Validating model configuration...")
    
    # Check for embedding model consistency
    default_embedding = PIPELINE_CONFIGS["default"]["embedding_model_name"]
    external_embedding = EXTERNAL_MODELS["embedding_model"]
    
    if default_embedding != external_embedding:
        raise ValueError(f"Embedding model mismatch: {default_embedding} != {external_embedding}")
    
    # Check reranker configuration
    default_reranker = PIPELINE_CONFIGS["default"]["reranker"]["model_name"]
    external_reranker = EXTERNAL_MODELS["reranker_model"]
    
    if default_reranker != external_reranker:
        raise ValueError(f"Reranker model mismatch: {default_reranker} != {external_reranker}")
    
    print("✅ Model configuration validation passed!")
    
    return True

# ============================================================================
# 🚀 UTILITY FUNCTIONS